zadania kolokwium ekonometria finansowa


Overview

zadanie 1a
zadanie 1 b
zadanie 2a
zadanie 2b
zadanie 3a
zadanie 3b
zadanie 4a
zadanie 4b
zadanie 5a
zad 5 b
zadanie 6a
zadanie 6b
zad 7a
zad 7b
zad 8a
zad 8b
zad 9a
zad 9b
zad 10a
zad 10b


Sheet 1: zadanie 1a

1. Oblicz stopę zwrotu (zysk) z portfela inwestycyjnego, w którego skład wchodzą akcje spółek: KGHM (udział w portfelu - 30%), BZWBK (udział w portfelu -40%) oraz PKO BP (udział w portfelu - 30%) na podstawie danych (notowania tygodniowe):































data KGHM BZWBK PKO BP



KGHM BZWBK PKO BP

Zamkniecie Zamkniecie Zamkniecie stopy zwrotu

zysk 0.004667520621023 0.003472868369026 0.001519943694704
11/30/2007 57.95167 205.256 36.40644 KGHM BZWBK PKO BP udział 0.3 0.4 0.3
12/7/2007 60.51599 224.9088 39.24404 0.044249285654753 0.095747749152278 0.077942254172613



12/14/2007 55.64393 214.8639 37.78804 -0.08050863912166 -0.044662103039099 -0.037101175108373 zysk z portfela
0.003245386642329
12/21/2007 55.38744 218.4449 37.93665 -0.004609487503848 0.016666364149585 0.003932725804249



12/28/2007 54.25928 219.2309 38.22625 -0.020368516761201 0.003598161367008 0.007633778944635



1/4/2008 54.87472 205.256 36.25792 0.01134257586905 -0.063745119871332 -0.051491579739054



1/11/2008 53.90033 178.0928 33.5835 -0.017756628188718 -0.132338153330475 -0.073760987944151



1/18/2008 48.84866 170.756 33.06365 -0.093722431755056 -0.04119649980235 -0.015479327646017



1/25/2008 47.48966 157.13 33.06365 -0.027820619849142 -0.079798074445408 0



2/1/2008 49.13072 166.8258 32.78882 0.03455615390803 0.061705594094062 -0.008312149445086



2/8/2008 51.02828 156.257 30.52308 0.038622678438256 -0.063352311213254 -0.069100992350442



2/15/2008 53.79769 165.9519 32.69956 0.054272062472025 0.062044580402798 0.071306041198988



2/22/2008 55.28499 156.6059 32.23162 0.027646168450727 -0.056317523330556 -0.014310284297403



2/29/2008 55.84902 151.1039 30.52308 0.010202226680334 -0.035132775968211 -0.053008195058145



3/7/2008 54.61822 135.6439 29.8991 -0.022037987416789 -0.102313705999647 -0.020442891084386



3/14/2008 51.90023 140.623 29.81003 -0.049763430591477 0.036707142746559 -0.002979019435368



3/21/2008 46.77167 150.2299 30.27063 -0.09881574705931 0.068316704948693 0.015451175325889



3/28/2008 53.33611 158.4409 32.67002 0.140350772166142 0.05465623021782 0.079264620524912



4/4/2008 53.02839 156.3439 33.08594 -0.005769449628029 -0.013235218936525 0.012730938028198



4/11/2008 51.84882 144.5529 31.97918 -0.022244122440828 -0.075417077353194 -0.033451067130026



4/18/2008 54.0541 143.155 33.21226 0.042532886958662 -0.009670508166906 0.038558837343547



4/25/2008 52.77198 140.5304 33.4127 -0.02371919983868 -0.018333973664909 0.006035120765645



5/2/2008 52.61812 144.5792 33.42765 -0.002915562387464 0.028810848044267 0.000447434658079



5/9/2008 53.95155 158.3693 34.99502 0.025341650366832 0.095380939996902 0.046888429189608



5/16/2008 56.92605 154.3658 35.97546 0.055132799706403 -0.025279520715189 0.028016557784508



5/23/2008 56.10552 150.2735 35.74521 -0.014413963378805 -0.026510405802322 -0.006400196133698



5/30/2008 52.87453 145.9137 36.5921 -0.057587738247502 -0.029012433995349 0.023692405220168



6/6/2008 52.61812 148.2273 34.88365 -0.004849404807948 0.015855947728006 -0.046689039437474



6/13/2008 50.66924 137.0165 33.35325 -0.037038191406306 -0.07563249145063 -0.043871555872164



6/20/2008 52.3104 129.1873 33.82871 0.032389670735144 -0.057140563362807 0.014255282468725



6/27/2008 52.05399 121.0017 32.69956 -0.004901702147183 -0.063362265485849 -0.033378452799412



7/4/2008 48.4384 118.3327 31.05789 -0.069458460340888 -0.022057541340328 -0.050204651071758



7/11/2008 50.97844 118.3327 32.40986 0.052438561141574 0 0.04353064551391



7/18/2008 47.24521 126.5173 33.26418 -0.073231546512604 0.069166003987064 0.026359879370044



7/25/2008 43.54583 133.3685 36.19095 -0.078301694499823 0.05415227798886 0.087985634998368



8/1/2008 46.25675 147.8711 37.78804 0.062254411042343 0.108740819608828 0.044129540672461



8/8/2008 41.68193 142.7996 35.62652 -0.098900592886444 -0.034296762518166 -0.05720116735348



8/15/2008 44.27991 149.9172 35.73026 0.062328687755102 0.049843276871924 0.002911875759968



8/22/2008 42.64207 149.7395 35.99042 -0.036988331728768 -0.001185320963839 0.007281223254463



8/29/2008 43.68691 156.2342 36.399 0.024502562844627 0.043373325007764 0.011352465461642



9/5/2008 37.89776 151.2516 34.13336 -0.132514522084533 -0.031891864905379 -0.062244567158438



9/12/2008 37.53062 145.9137 33.27904 -0.009687643807972 -0.035291527494585 -0.025028886696182



9/19/2008 33.85957 144.8458 33.33096 -0.097814797623914 -0.007318709620824 0.001560141157918



9/26/2008 33.32303 145.0234 33.35325 -0.015846037028822 0.001226131513651 0.00066874761483



10/3/2008 25.83938 136.8389 33.05632 -0.224578917343351 -0.05643572002863 -0.008902580708027



10/10/2008 16.10797 105.4311 25.99922 -0.376611590525779 -0.229523914617846 -0.213487163725424



10/17/2008 15.53188 94.844 21.24511 -0.03576428314679 -0.100417239315534 -0.182855870291493



10/24/2008 12.08661 84.0337 18.37788 -0.221819251758319 -0.113979798405803 -0.134959527157073



10/31/2008 17.19814 107.6559 23.02796 0.422908491297394 0.281103890462993 0.253025920291132



11/7/2008 15.93856 105.8763 22.87935 -0.073239315414341 -0.016530445614221 -0.006453459186137



11/14/2008 14.85418 91.641 22.35931 -0.068035004416961 -0.13445218618331 -0.022729666708189



11/21/2008 12.99028 83.6333 21.1709 -0.125479831266351 -0.087381194007049 -0.053150566810872



11/28/2008 16.32262 94.31 23.77063 0.256525648407887 0.127660871925417 0.12279733029772



12/5/2008 14.99535 87.9929 24.0307 -0.081314764418948 -0.066982292439826 0.01094081225445



12/12/2008 16.49202 93.9538 25.85823 0.099808940771639 0.067742965625636 0.07604980296038



12/19/2008 16.18136 95.1994 25.99922 -0.01883698904076 0.013257579789216 0.005452422690958



12/26/2008 15.53188 96.9791 25.54605 -0.04013754097307 0.018694445553228 -0.017430138288764



1/2/2009 15.88209 98.5809 26.37065 0.022547817778659 0.016516960870951 0.032278962892502



1/9/2009 18.46876 99.4704 25.50147 0.162867103762792 0.009023046046445 -0.032960128021114



1/16/2009 17.63858 87.1922 22.65653 -0.044950500196007 -0.12343571554955 -0.111559843412948



1/23/2009 15.53188 74.2913 21.05935 -0.119437052189009 -0.147959335812148 -0.070495349464371



1/30/2009 17.00032 78.2951 20.65096 0.094543609659616 0.05389325533407 -0.01939233642064



2/6/2009 19.76789 74.7361 18.94232 0.16279517091443 -0.045456229061589 -0.082739010680375



2/13/2009 18.94892 70.599 18.6451 -0.041429307832045 -0.055356113043094 -0.015690791835425



2/20/2009 18.64387 61.8353 14.87153 -0.016098542819327 -0.124133486310004 -0.202389367715915



2/27/2009 19.28773 62.7251 14.25508 0.034534675472421 0.014389838813752 -0.041451686544693



3/6/2009 24.60813 65.3942 15.53275 0.275843761811265 0.042552343479724 0.08962910064342



3/13/2009 24.0039 61.3905 16.63952 -0.024554080297853 -0.061224084093085 0.071253963399913



3/20/2009 25.99196 68.4192 16.70649 0.082822374697445 0.114491655875095 0.004024755521794



3/27/2009 26.20652 67.4405 17.07773 0.008254860349123 -0.014304464243955 0.02222130441523



4/3/2009 30.16019 71.1773 17.23377 0.15086589138886 0.055408841868017 0.009137045731488



4/10/2009 31.74147 75.0031 19.64812 0.052429377931638 0.053750282744639 0.140094129142956



4/17/2009 31.5156 67.1735 18.97947 -0.007115927523205 -0.104390351865456 -0.034031245737506



4/24/2009 33.15344 73.6685 18.86049 0.051969183515466 0.096689914921807 -0.006268878951836



5/1/2009 33.52067 79.0068 19.95992 0.011076678619172 0.072463807461805 0.058292759095867



5/8/2009 39.53569 81.4091 20.79947 0.179442117356246 0.030406243513217 0.042061791830829



5/15/2009 37.84129 81.7649 19.87085 -0.04285747890071 0.004370518774928 -0.044646329930522



5/22/2009 39.64863 83.4109 19.40291 0.047761056771585 0.020130887459044 -0.023549068107303



5/29/2009 39.59115 73.4906 18.57146 -0.001449734833209 -0.118932897259231 -0.042851819649733



6/5/2009 43.71524 82.2987 19.83369 0.104166966607436 0.119853423431024 0.06796611574965



6/12/2009 49.13716 87.1922 19.46979 0.124028142130753 0.059460234487301 -0.018347569211781



6/19/2009 47.04748 82.2098 19.76682 -0.042527488361151 -0.057142726069534 0.015255942668103



6/26/2009 47.16336 79.2737 18.75655 0.002463043716688 -0.035714720142854 -0.05110938431169



7/3/2009 43.37634 78.2951 18.65996 -0.080295805896781 -0.0123445732948 -0.005149667716078



7/10/2009 44.47792 78.0725 18.75655 0.025395872496389 -0.002843089797446 0.005176324065003



7/17/2009 50.32611 92.0854 21.24511 0.131485240316993 0.179485734413526 0.132676851553191



7/24/2009 54.86801 103.6524 23.38444 0.090249375522964 0.12561166048038 0.100697525218744



7/31/2009 57.35452 114.7735 24.74394 0.045318027754242 0.107292257584002 0.058136949185014



8/7/2009 58.38226 110.3249 24.51569 0.017919075950771 -0.038759818250729 -0.009224480822375



8/14/2009 56.39301 109.4355 23.98612 -0.034072850211691 -0.00806164338241 -0.021601268412188



8/21/2009 58.97903 116.5531 25.99179 0.04585710179329 0.0650392240178 0.083617942376675



8/28/2009 58.34906 123.3144 26.37065 -0.010681253998243 0.058010469048013 0.01457614115842



9/4/2009 55.03382 117.3536 23.91934 -0.05681736775194 -0.048338231382548 -0.092955994637978



9/11/2009 56.49252 128.297 23.06683 0.026505519696797 0.093251506557958 -0.035641033573669



9/18/2009 56.09467 130.3432 24.07043 -0.007042525275913 0.015948930996048 0.043508362440786



9/25/2009 57.35452 138.351 26.53308 0.022459353090053 0.061436269786226 0.102310178920775



10/2/2009 56.06147 134.4364 26.22585 -0.022544866559776 -0.028294699713049 -0.011579130655016



10/9/2009 59.27738 136.8389 26.55794 0.057363997055375 0.017870904011116 0.012662697300564



10/16/2009 62.99046 142.3544 27.56249 0.062639070755152 0.04030652102582 0.0378248463548



10/23/2009 67.63186 152.8536 29.88701 0.073684173762186 0.073753954918148 0.084336357128837



10/30/2009 65.57639 139.2404 28.80777 -0.030392037125698 -0.089060381960255 -0.036110671492398



11/6/2009 65.7091 142.3544 29.48852 0.00202374665638 0.022364198896297 0.023630777390961



11/13/2009 70.61537 158.3693 31.14896 0.074666522597327 0.112500210741642 0.056308014101759



11/20/2009 70.94709 154.7221 30.72551 0.004697560885116 -0.023029715986621 -0.013594354354046



11/27/2009 69.62065 147.6934 30.75876 -0.018696186129692 -0.045427899440352 0.001082162671995



12/4/2009 73.40078 161.9285 32.37766 0.054296103239484 0.09638277675238 0.052632160724295



12/11/2009 67.1677 153.9206 30.84173 -0.084918443645967 -0.049453308095857 -0.047437955676846



12/18/2009 64.84709 158.3693 31.47276 -0.03454949328323 0.028902564049257 0.020460266009721



12/25/2009 67.76448 164.4198 31.79646 0.044988757398366 0.038205005641876 0.010285084625562



1/1/2010 70.2842 169.0461 31.54744 0.037183492000529 0.028137122171417 -0.007831689439642



1/8/2010 69.28966 163.7081 32.08711 -0.01415026421301 -0.031577185158368 0.017106617842843



1/15/2010 70.74799 167.2665 32.0289 0.021046863269354 0.021736248847797 -0.001814124114013



1/22/2010 67.83079 163.7081 33.0003 -0.041233680278408 -0.021273835466157 0.030328859248991



1/29/2010 64.31451 158.8153 32.58619 -0.051838995240952 -0.029887342165721 -0.012548673799935



2/5/2010 57.35452 149.5618 29.10671 -0.10821803664523 -0.05826579680925 -0.106777748487933



2/12/2010 59.94046 154.9886 30.13612 0.045086943452757 0.036284666271735 0.035366759073767



2/19/2010 63.65354 150.8066 30.63425 0.06194613788416 -0.026982629690184 0.016529334234135



2/26/2010 63.91868 155.7003 30.51803 0.004165361423732 0.032450171278976 -0.003793792895207



3/5/2010 67.30032 161.3946 31.54744 0.052905347857622 0.036572183868625 0.033731207420663



3/12/2010 67.63186 167.6228 31.6388 0.004926276724984 0.038589890863759 0.002895956058558



3/19/2010 67.63186 162.9067 33.04184 0 -0.028135194018952 0.044345550400142



3/26/2010 69.95247 177.054 33.28257 0.034312378810815 0.0868429598046 0.007285611212935



4/2/2010 72.60462 192.9799 34.78515 0.037913600477581 0.089949393970201 0.04514615307652



4/9/2010 73.59915 192.8012 34.8184 0.013697888646756 -0.000926003174424 0.000955867661919



4/16/2010 75.05821 195.7377 36.19648 0.019824413733039 0.015230714331654 0.039579073133746



4/23/2010 73.66555 191.2891 33.95446 -0.018554399312214 -0.022727354004875 -0.061940277065615



4/30/2010 73.26881 193.9544 35.44933 -0.005385692498054 0.01393336055217 0.044025733291002



5/7/2010 64.97971 172.2508 31.9626 -0.113132723187397 -0.111900529196553 -0.098358135400585



5/14/2010 66.96887 172.1602 33.21607 0.030612017197368 -0.000525977237842 0.039216772102395



5/21/2010 61.66438 167.2646 32.37766 -0.07920829483908 -0.028436305255222 -0.025241095650389



5/28/2010 64.78079 185.3057 34.038 0.050538252391413 0.107859642745686 0.051280419894458



6/4/2010 61.99565 183.8552 31.55573 -0.04299330094616 -0.0078276059506 -0.072926435160703



6/11/2010 63.25422 176.4211 31.87953 0.02030094046921 -0.040434537614384 0.010261210879926



6/18/2010 64.5745 176.7838 30.63425 0.020872599488224 0.00205587653631 -0.039062056435587



6/25/2010 62.9328 175.8771 31.75502 -0.025423348225693 -0.005128863617594 0.03658552110791



7/2/2010 62.24874 170.2564 30.46811 -0.010869689573641 -0.031958111658653 -0.040526190819593



7/9/2010 63.58264 178.053 31.04931 0.021428546184228 0.045793285891162 0.019075682738444



7/16/2010 64.19826 175.8771 32.06205 0.009682202563467 -0.012220518609627 0.032617149946327



7/23/2010 71.14133 176.2398 32.95877 0.108150438968283 0.002062235504224 0.027968267780757



7/30/2010 72.98831 167.2646 32.54285 0.02596212356446 -0.050926067778107 -0.012619402969225



8/6/2010 75.17722 168.2619 33.83871 0.029989870980709 0.005962409260537 0.039820114095723



8/13/2010 72.98831 164.7263 31.87953 -0.029116665926194 -0.021012481138035 -0.057897597160176



8/20/2010 71.75705 164.9983 32.36109 -0.016869276737604 0.00165122387864 0.015105617931005



8/27/2010 72.50953 170.1657 31.87953 0.010486495751985 0.031317898426832 -0.014880833742003



9/3/2010 75.92969 172.1602 32.17837 0.047168420482108 0.011720928483237 0.009374040332464



9/10/2010 76.81902 176.7838 33.63123 0.01171254617265 0.026856381440077 0.0451502049358



9/17/2010 79.2132 194.5528 34.44487 0.031166500171442 0.100512603530414 0.024192989670613



9/24/2010 79.28153 197.4539 37.77394 0.000862608757126 0.014911633243007 0.096649225269249



10/1/2010 81.67581 195.8221 37.0286 0.030199719909543 -0.008264207493496 -0.01973159273298



10/8/2010 83.45427 194.9155 37.10652 0.021774623355434 -0.004629712376693 0.002104319363951



10/15/2010 89.95276 192.1957 38.06773 0.077868873575912 -0.013953738927895 0.025904072923033



10/22/2010 85.84845 190.3826 39.57451 -0.045627393756456 -0.009433613759309 0.039581556347069



10/29/2010 87.55573 191.2919 38.9694 0.019887138323406 0.004776171772 -0.015290397783826



11/5/2010 92.00492 190.8358 40.09407 0.05081552058329 -0.002384314233901 0.028860336571772



11/12/2010 95.08315 195.278 39.7477 0.033457232504523 0.023277603049323 -0.008638933388404



11/19/2010 94.19392 191.2891 37.15854 -0.009352130214449 -0.020426776185746 -0.065139869728311



11/26/2010 93.71505 191.9238 37.40956 -0.00508387377869 0.003318014460834 0.006755378440595



12/3/2010 99.11904 190.3826 38.79516 0.057664057160509 -0.008030270346877 0.03703866070598



12/10/2010 109.37983 191.2891 38.62197 0.103519868634724 0.004761464545604 -0.004464216670327



12/17/2010 106.02799 192.2863 38.78649 -0.030644041044862 0.005213051867566 0.004259751638769



12/24/2010 111.50041 193.1023 37.88587 0.051612975026689 0.004243672066081 -0.023219940757723



12/31/2010 118.34194 194.8208 37.54092 0.061358787828673 0.008899427919812 -0.009104977660537



1/7/2011 111.15838 194.4622 34.85507 -0.060701725863206 -0.001840665883725 -0.0715445972022



1/14/2011 120.05106 193.5556 35.76427 0.08000008636326 -0.004662088570427 0.026085157769013



1/21/2011 119.70903 194.4622 36.96801 -0.002849037734444 0.004683925445712 0.033657614149541



1/28/2011 116.6308 198.0885 36.01548 -0.025714267336391 0.018647840042949 -0.025766331484979



2/4/2011 120.32466 196.7287 36.54361 0.031671393834219 -0.006864608495698 0.014663972269702



2/11/2011 121.62443 203.2561 36.50903 0.010802191338002 0.033179703825624 -0.000946266666046



2/18/2011 113.89459 203.7999 36.37043 -0.063554994666779 0.002675442459046 -0.00379632107454



2/25/2011 114.98909 204.4346 35.67767 0.009609762851774 0.003114329300456 -0.019047341480428



3/4/2011 124.4974 204.3439 37.66077 0.082688801172355 -0.00044366266767 0.055583786721498



3/11/2011 116.6308 205.0692 36.6303 -0.063186861733659 0.003549408619489 -0.027361894087667



3/18/2011 119.70903 204.2532 37.23646 0.026392942516042 -0.003979144600944 0.016548049019528



3/25/2011 126.89158 204.6159 38.00714 0.060000068499427 0.001775737173273 0.020696919094887



4/1/2011 126.54955 205.7944 38.71723 -0.002695450714697 0.005759571958973 0.01868306849713



4/8/2011 132.43242 204.8913 39.51392 0.046486692366745 -0.004388360421858 0.020577143561148



4/15/2011 132.50084 204.9757 40.05082 0.000516640864828 0.000411925738184 0.013587616718362



4/22/2011 134.07413 206.1583 39.27138 0.011873811516968 0.005769464380412 -0.01946127445081



4/29/2011 133.59452 213.0472 39.57365 -0.003577200165312 0.033415584043912 0.007696953863093



5/6/2011 125.79708 215.3935 39.53116 -0.05836646592989 0.011013052506675 -0.001073694238464



5/13/2011 124.01852 213.9857 37.40956 -0.014138324991327 -0.006535944677996 -0.05366905499358



5/20/2011 124.22379 213.9857 37.66943 0.001655156020246 0 0.006946620061824



5/27/2011 129.96981 213.7041 37.43556 0.046255391177487 -0.001315975787167 -0.006208482581234



6/3/2011 129.62779 214.3611 37.92922 -0.002631534200135 0.003074344385531 0.013186927082165



6/10/2011 128.67013 213.9857 37.23646 -0.007387767700121 -0.001751250576714 -0.018264546436758



6/17/2011 127.23002 213.3287 37.14977 -0.011192263503581 -0.003070298622758 -0.002328094561084



6/24/2011 129.01354 215.8627 35.72969 0.014018075293866 0.01187838298363 -0.038225808665841



7/1/2011 134.55659 221.494 36.39643 0.042964870198895 0.026087415750845 0.018660671279264



7/8/2011 140.5362 223.3709 35.76427 0.044439369338953 0.008473818703893 -0.017368736439261



7/15/2011 141.3502 220.5554 35.47848 0.005792101963764 -0.012604596211951 -0.007990936205325



7/22/2011 139.87018 217.2706 36.43101 -0.010470590066374 -0.014893310252209 0.026848106232285



7/29/2011 141.27626 224.3095 35.60899 0.010052750343211 0.032396928070342 -0.022563744458361



8/5/2011 123.95902 210.2315 31.82742 -0.122577140702904 -0.062761496949527 -0.106197058664118



8/12/2011 120.25872 202.7233 31.12238 -0.029850994304408 -0.035713962940853 -0.022151968334223



8/19/2011 113.15416 201.7847 30.70122 -0.059077296016455 -0.004629956201384 -0.013532384091448



8/26/2011 119.66663 204.8819 31.60765 0.05755396001349 0.015349032904874 0.02952423389038



9/2/2011 122.03488 208.5422 31.62594 0.019790396036055 0.01786541417275 0.000578657381995



9/9/2011 124.03296 204.6004 28.29306 0.016373023843675 -0.018901689921752 -0.105384377507831



9/16/2011 122.4789 205.445 29.20873 -0.012529411537063 0.004128046670485 0.032363766944968



9/23/2011 99.9072 204.6004 27.37739 -0.184290518611777 -0.004111075957069 -0.062698378190356



9/30/2011 96.94705 211.1701 30.12431 -0.029628995708017 0.032109907898518 0.100335349717413



10/7/2011 101.01734 208.3544 30.39905 0.041984671013713 -0.013333800571198 0.009120208894411



10/14/2011 108.04786 212.9532 32.2944 0.069597160249914 0.022072008078543 0.062348987879556



10/21/2011 105.45761 213.9857 32.58743 -0.02397317262924 0.004848483140897 0.009073709373761



10/28/2011 117.29848 216.8012 33.23751 0.112280849148772 0.013157421266935 0.019948796207618



11/4/2011 120.6287 213.9857 31.87324 0.028390990232781 -0.012986551734954 -0.0410460952099



11/11/2011 116.18843 214.9241 30.76524 -0.036809399421531 0.004385339768031 -0.03476270376027



11/18/2011 106.49371 208.3544 29.77641 -0.083439633361084 -0.030567535236858 -0.032141143706339



11/25/2011 95.46693 202.7233 28.96152 -0.103543955788562 -0.02702654707556 -0.02736696599758



12/2/2011 96.05893 213.3287 30.11516 0.006201100213446 0.052314657466606 0.039833544648209



12/9/2011 92.50669 215.5811 30.35322 -0.036979799795813 0.010558354314258 0.007904988716646



12/16/2011 77.85365 213.0472 29.48338 -0.158399787085669 -0.011753813298105 -0.028657256132957



12/23/2011 85.10618 200.5646 29.97779 0.093155940665595 -0.058590772373446 0.01676910856218



12/30/2011 81.85082 212.1073 29.40774 -0.038250571227612 0.05755103343262 -0.019015744656294



1/6/2012 84.36612 210.2315 29.41926 0.030730296898675 -0.008843637159117 0.000391733604827



1/13/2012 91.32261 209.293 29.0988 0.082455966921319 -0.004464126451079 -0.010892864062522



1/20/2012 96.13296 210.0438 30.49059 0.052674250111774 0.003587315390386 0.047829807414739



1/27/2012 99.0932 213.9857 31.80913 0.030793184772424 0.018767038113003 0.043244161559353



2/3/2012 106.49371 211.0762 33.11843 0.074682319271151 -0.013596702957254 0.041161138327266



2/10/2012 100.35131 213.9857 32.45921 -0.057678523924089 0.013784121563682 -0.019904929068196



2/17/2012 101.83134 217.7398 32.73385 0.014748487090004 0.017543695676861 0.008461080845775



2/24/2012 106.19767 216.8012 31.13152 0.042878056991099 -0.004310649683705 -0.048950245693678



3/2/2012 112.04412 216.8012 31.58021 0.055052526105328 0 0.0144127238246



3/9/2012 108.19584 216.8012 31.41541 -0.034346112941938 0 -0.00521845801532



3/16/2012 113.15416 217.7398 31.90068 0.045827270253644 0.004329311830377 0.015446877822063



3/23/2012 105.82768 216.8012 30.78362 -0.064747774187003 -0.004310649683705 -0.035016808419131



3/30/2012 105.90025 220.5578 30.77 0.000685737417659 0.017327394866818 -0.000442443091488



4/6/2012 107.15974 218.6783 30.12431 0.011893173056721 -0.008521575750211 -0.02098440038999



4/13/2012 102.86744 216.8012 30.85688 -0.04005515504237 -0.00858384210962 0.024318233347088



4/20/2012 102.94148 217.7398 29.66657 0.000719761277232 0.004329311830377 -0.038575189714579



4/27/2012 101.90537 220.5554 30.62796 -0.010065038893942 0.012931030523588 0.032406510088629



5/4/2012 100.05527 219.6156 29.96865 -0.018155078579274 -0.004261060939791 -0.021526409202572



5/11/2012 95.46693 220.5578 29.57492 -0.045858054253414 0.004290223463178 -0.01313806260876



5/18/2012 88.36237 219.3339 28.38842 -0.074419068466955 -0.005549112296187 -0.04011845171517



5/25/2012 87.47434 222.4325 28.53132 -0.010049866249626 0.014127319123948 0.005033742631679



6/1/2012 92.87677 222.4325 28.94095 0.061760168753488 0 0.014357204643879



6/8/2012 100.42525 220.4898 30.38895 0.081274144223577 -0.008733885560788 0.050032911842908



6/15/2012 105.16166 221.4611 31.41779 0.047163537058658 0.004405192439741 0.033855727163986



6/22/2012 107.67521 223.3066 32.09416 0.023901771805428 0.008333291941565 0.02152824880426



6/29/2012 107.30734 223.4038 32.96105 -0.003416478128996 0.000435275983782 0.027010833123534



7/6/2012 111.078 221.4611 31.98937 0.035138882391456 -0.008695912961194 -0.029479643397283



7/13/2012 108.52131 222.2382 31.46542 -0.023017069086588 0.003508968392192 -0.016378878358655



7/20/2012 108.06148 222.9181 30.29368 -0.004237232300274 0.003059330034171 -0.03723897535771



7/27/2012 114.86705 222.9181 30.66521 0.062978685836988 0 0.012264274264467



8/3/2012 117.44213 223.3066 31.00816 0.022417917061507 0.001742792532325 0.011183683398875



8/10/2012 119.09754 221.2669 32.77053 0.014095537947072 -0.009134078437449 0.056835684542392



8/17/2012 124.15574 221.364 33.32305 0.042471070351243 0.000438836536328 0.016860270493032



8/24/2012 121.76459 225.3464 33.33258 -0.019259278709144 0.017990278455395 0.000285988227368



8/31/2012 119.46541 226.3177 33.91368 -0.018882172559362 0.004310253014914 0.017433393994704



9/7/2012 126.63885 226.8034 35.15211 0.060046167338312 0.002146098162009 0.036517122294012



9/14/2012 139.79016 229.2317 36.2 0.103848937352163 0.010706629618427 0.029810159333252



9/21/2012 139.9741 230.203 35.04732 0.001315829383127 0.004237197560372 -0.031841988950276



9/28/2012 140.25 232.6313 33.91368 0.001971078935317 0.010548515875119 -0.032345982517351



10/5/2012 144.29656 231.1743 34.86632 0.02885247771836 -0.006263129682033 0.028090139436357



10/12/2012 144.84836 231.1743 34.58053 0.003824068986814 0 -0.008196735416872



10/19/2012 148.25115 230.6887 35.05684 0.023492085101965 -0.002100579519436 0.013773935795663



10/26/2012 146.87164 231.2715 33.77079 -0.009305222927444 0.002526348278004 -0.036684709745659



11/2/2012 149.44672 230.7858 34.96158 0.017532860666634 -0.002100129069081 0.035260945923978



11/9/2012 151.7459 230.203 34.05658 0.015384613325739 -0.002525285351178 -0.025885557803738



11/16/2012 156.34426 231.1743 33.24684 0.030303026309113 0.004219319470207 -0.023776315766292



11/23/2012 166.46066 231.66 33.03726 0.064705925244713 0.002101012093472 -0.006303756988634



11/30/2012 164.34541 232.1457 33.15158 -0.012707206615665 0.002096607096607 0.00346033539101



12/7/2012 161.95426 232.1457 33.72316 -0.014549539290449 0 0.017241410514974



12/14/2012 175.28951 232.6313 34.10421 0.08233960625673 0.002091789768236 0.011299356288082



12/21/2012 173.3582 235.9338 34.67579 -0.011017829874703 0.014196283991019 0.01675980766011



12/28/2012 174.7377 234.9625 35.15211 0.007957512249204 -0.004116832772583 0.013736384953306



1/4/2013 177.95656 234.9625 34.96158 0.018421096306063 0 -0.005420158277839



1/11/2013 175.47344 251.5721 34.21853 -0.01395351764498 0.070690429323828 -0.021253330084052



1/18/2013 172.89836 266.1419 34.56147 -0.014675041419374 0.057915007268294 0.010022055301616



1/25/2013 172.43852 258.6627 33.05632 -0.002659597233889 -0.028102301817189 -0.043549941596813



2/1/2013 173.91 241.8589 32.86579 0.008533360179616 -0.064964140558341 -0.005763799479192



2/8/2013 174.7377 262.2566 33.89463 0.00475935828877 0.084337189989701 0.031304283268408



2/15/2013 170.59918 267.1132 33.68505 -0.023684184924032 0.018518504396076 -0.00618328036034



2/22/2013 165.08115 262.1595 32.98963 -0.032344997203386 -0.01854532086022 -0.020644766743704



3/1/2013 160.02295 266.1419 33.62789 -0.030640687928331 0.015190752194752 0.019347291861109



3/8/2013 160.02295 265.3648 32.58 0 -0.002919870941028 -0.031161336616719



3/15/2013 155.97639 261.091 33.35163 -0.025287372842458 -0.016105376447818 0.023684162062615



3/22/2013 145.86 243.8015 32.15132 -0.064858469926122 -0.066220206747839 -0.035989545338564



3/29/2013 145.12426 244.7728 32.91342 -0.005044151926505 0.003983978769614 0.023703536899885



4/5/2013 146.77967 261.2853 33.14205 0.011406845416473 0.067460518488983 0.0069464066633



4/12/2013 148.80295 262.1595 32.92295 0.013784470288017 0.0033457680168 -0.006610936861178



4/19/2013 131.23721 257.4 32.33232 -0.118046987643726 -0.018154978171686 -0.017939765421993



4/26/2013 135.28377 257.4 31.17011 0.03083393802718 0 -0.035945765722967



5/3/2013 131.78902 264 31.24632 -0.025832736624652 0.025641025641026 0.00244497051823



5/10/2013 134.31811 267.2 31.60832 0.019190445455927 0.012121212121212 0.011585364292499



5/17/2013 129.67377 268 32.43711 -0.034577169080178 0.002994011976048 0.026220627986555



5/24/2013 130.40951 279 32.10368 0.005673776585658 0.041044776119403 -0.01027927580478



5/31/2013 136.38738 292 33.16111 0.045839218320811 0.046594982078853 0.032937968482118



6/7/2013 139.79016 292 34.19947 0.024949375814683 0 0.031312582721145



6/14/2013 142.27328 293.2 35.10447 0.017763195921659 0.004109589041096 0.026462398393893



6/21/2013 113.11967 296.3 32.44663 -0.204912756632869 0.010572987721692 -0.075712295328772



6/28/2013 111.28033 280 33.91368 -0.016260125228442 -0.055011812352346 0.04521424875249



7/5/2013 114.96 282.1 32.86579 0.0330666704529 0.0075 -0.030898740567228



7/12/2013 119.5 293.65 34.24711 0.039491997216423 0.040942928039702 0.042029112946928



7/19/2013 114.9 303 35.04732 -0.038493723849372 0.031840626596288 0.023365767213642



7/26/2013 112 308 34.48526 -0.025239338555266 0.016501650165017 -0.016037174882416



8/2/2013 117.35 328.5 37.15263 0.047767857142857 0.066558441558442 0.077348119167436



8/9/2013 125.95 327 37.15263 0.073285044737964 -0.004566210045662 0



8/16/2013 124 343 37.15263 -0.015482334259627 0.048929663608563 0



8/23/2013 129.1 340 36.83826 0.041129032258065 -0.008746355685131 -0.008461581320084



8/30/2013 122.6 311.9 36.49532 -0.050348567002324 -0.08264705882353 -0.009309343058005



9/6/2013 120 304 33.55168 -0.021207177814029 -0.025328630971465 -0.080658013137027



9/13/2013 124 320.55 36.05711 0.033333333333333 0.054440789473684 0.074673757022003



9/20/2013 126.45 331 36.1 0.019758064516129 0.032600218374669 0.001189501876329



9/27/2013 124 350 37.29 -0.019375247133254 0.057401812688822 0.032963988919668



10/4/2013 120.8 345 37.45 -0.025806451612903 -0.014285714285714 0.004290694556181



10/11/2013 123 374.6 39.01 0.018211920529801 0.085797101449276 0.041655540720961



10/18/2013 121.35 358 38.9 -0.013414634146342 -0.044313934863855 -0.002819789797488



10/25/2013 121.8 380 40.15 0.003708281829419 0.061452513966481 0.032133676092545



11/1/2013 124.55 375 40.85 0.022577996715928 -0.013157894736842 0.017434620174346



11/8/2013 123.5 367.5 40.45 -0.008430349257326 -0.02 -0.009791921664627



11/15/2013 119.5 378 41.29 -0.032388663967611 0.028571428571429 0.020766378244747



11/22/2013 121.4 383.4 41.5 0.015899581589958 0.014285714285714 0.005085977234197



11/29/2013 118.45 406.1 41.15 -0.024299835255354 0.059207094418362 -0.008433734939759




Sheet 2: zadanie 1 b

1, Oblicz stopę zwrotu (zysk) z portfela inwestycyjnego, w którego skład wchodzą akcje spółek: CCC (udział w portfelu - 40%), KGHM (udział w portfelu -20%) oraz PEKAO (udział w portfelu - 40%) na podstawie danych (nototwania tygodniowe):






















data CCC KGHM PEKAO stopa wrotu ccc stopa zwrotu kghm stopa zwrotu pekao





Zamkniecie Zamkniecie Zamkniecie




ccc kghm pekao
11/30/2007 49.74506 57.95167 202.2318




0.003767438995836 0.004667520621023 0.00095651373541
12/7/2007 46.19777 60.51599 208.6406 -0.07130939232961 0.044249285654753 0.031690367192499

0.4 0.2 0.4
12/14/2007 43.97498 55.64393 201.3275 -0.048114660079913 -0.08050863912166 -0.03505118371017




12/21/2007 41.7522 55.38744 193.1101 -0.050546469833528 -0.004609487503848 -0.040816083247445

zysk z portfela

12/28/2007 39.97397 54.25928 186.5362 -0.04259009106107 -0.020368516761201 -0.034042238080763

0.002823085216703

1/4/2008 41.04455 54.87472 183.0842 0.026781928339867 0.01134257586905 -0.018505791369182




1/11/2008 36.42658 53.90033 174.2102 -0.1125111616524 -0.017756628188718 -0.048469502010551




1/18/2008 39.95573 48.84866 162.7049 0.096883923772147 -0.093722431755056 -0.066042631258101




1/25/2008 40.86298 47.48966 161.8832 0.022706380286382 -0.027820619849142 -0.005050247411111




2/1/2008 41.71592 49.13072 165.582 0.020873171755951 0.03455615390803 0.022848572303982




2/8/2008 38.19574 51.02828 146.2702 -0.084384570686683 0.038622678438256 -0.116629826913553




2/15/2008 40.72705 53.79769 156.5419 0.066272050233874 0.054272062472025 0.070224146818696




2/22/2008 40.86298 55.28499 156.9528 0.003337585216705 0.027646168450727 0.002624856348364




2/29/2008 36.44462 55.84902 144.6268 -0.108126230637119 0.010202226680334 -0.078533164110484




3/7/2008 33.75924 54.61822 136.8203 -0.073683852376565 -0.022037987416789 -0.053976856294961




3/14/2008 37.30653 51.90023 144.0517 0.10507612138188 -0.049763430591477 0.052853268118839




3/21/2008 37.39731 46.77167 150.3798 0.002433354160786 -0.09881574705931 0.043929367025866




3/28/2008 40.14627 53.33611 161.8016 0.073506891271057 0.140350772166142 0.075953020285969




4/4/2008 37.97799 53.02839 167.2245 -0.054009500758103 -0.005769449628029 0.033515737792457




4/11/2008 39.52034 51.84882 155.3918 0.040611680607636 -0.022244122440828 -0.070759368393986




4/18/2008 38.6402 54.0541 167.8821 -0.022270557388929 0.042532886958662 0.080379402259321




4/25/2008 39.26622 52.77198 159.0896 0.01620126189823 -0.02371919983868 -0.052373064192073




5/2/2008 39.24819 52.61812 158.6006 -0.000459173304688 -0.002915562387464 -0.0030737395782




5/9/2008 39.92862 53.95155 164.3459 0.017336595649379 0.025341650366832 0.036224957534839




5/16/2008 39.97397 56.92605 165.6312 0.001135776793688 0.055132799706403 0.007820700120904




5/23/2008 40.81764 56.10552 154.8476 0.021105484393969 -0.014413963378805 -0.065106091122929




5/30/2008 41.30764 52.87453 163.2159 0.012004613691532 -0.057587738247502 0.054042167912192




6/6/2008 40.86298 52.61812 159.6787 -0.010764594636731 -0.004849404807948 -0.021671908190317




6/13/2008 39.66554 50.66924 149.6721 -0.029303785480158 -0.037038191406306 -0.062667093356847




6/20/2008 39.08485 52.3104 145.8761 -0.014639659513018 0.032389670735144 -0.025362108235269




6/27/2008 35.53746 52.05399 141.1317 -0.090761254040888 -0.004901702147183 -0.032523490825434




7/4/2008 35.09291 48.4384 139.3196 -0.012509335219794 -0.069458460340888 -0.012839780148613




7/11/2008 34.99305 50.97844 133.7124 -0.002845589037786 0.052438561141574 -0.040247029133015




7/18/2008 30.20278 47.24521 143.2019 -0.136892039990798 -0.073231546512604 0.070969483757677




7/25/2008 34.69379 43.54583 154.8476 0.148695252556222 -0.078301694499823 0.081323641655593




8/1/2008 35.58271 46.25675 160.8867 0.025621876422265 0.062254411042343 0.039000281567167




8/8/2008 37.13422 41.68193 156.7456 0.043602918383676 -0.098900592886444 -0.025739231397002




8/15/2008 39.08485 44.27991 149.9302 0.052529176592372 0.062328687755102 -0.043480646346692




8/22/2008 37.30653 42.64207 150.1032 -0.045498959315438 -0.036988331728768 0.001153870267631




8/29/2008 36.87104 43.68691 156.4006 -0.011673291512237 0.024502562844627 0.041953802450581




9/5/2008 37.08888 37.89776 148.4641 0.005908159900019 -0.132514522084533 -0.050744690237761




9/12/2008 36.95275 37.53062 145.0999 -0.003670372359586 -0.009687643807972 -0.022660023534309




9/19/2008 35.49212 33.85957 147.515 -0.039526963487156 -0.097814797623914 0.016644394654993




9/26/2008 37.30653 33.32303 150.9653 0.051121488375448 -0.015846037028822 0.023389485815002




10/3/2008 37.30653 25.83938 147.084 0 -0.224578917343351 -0.025709881674796




10/10/2008 33.75924 16.10797 133.5403 -0.095084962337693 -0.376611590525779 -0.092081395665062




10/17/2008 34.92967 15.53188 109.9031 0.034669915554971 -0.03576428314679 -0.17700424516045




10/24/2008 34.64825 12.08661 90.5791 -0.008056760914146 -0.221819251758319 -0.175827615417581




10/31/2008 35.53746 17.19814 107.919 0.025663922420325 0.422908491297394 0.191433785497979




11/7/2008 36.42658 15.93856 108.868 0.02501923322601 -0.073239315414341 0.008793632261233




11/14/2008 37.13422 14.85418 99.8095 0.019426473745271 -0.068035004416961 -0.083206268141235




11/21/2008 35.18359 12.99028 90.5791 -0.052529176592372 -0.125479831266351 -0.092480174732866




11/28/2008 36.42658 16.32262 95.7553 0.035328685901581 0.256525648407887 0.057145632932984




12/5/2008 35.53746 14.99535 100.0685 -0.024408550020342 -0.081314764418948 0.045043981899696




12/12/2008 35.53746 16.49202 105.2448 0 0.099808940771639 0.051727566616868




12/19/2008 34.29448 16.18136 107.7468 -0.034976613410188 -0.01883698904076 0.023773146036669




12/26/2008 33.75924 15.53188 105.2448 -0.015607176431892 -0.04013754097307 -0.023221107262582




1/2/2009 32.42556 15.88209 108.868 -0.039505628681215 0.022547817778659 0.034426403964852




1/9/2009 35.08384 18.46876 106.1078 0.081981005108316 0.162867103762792 -0.025353639269574




1/16/2009 34.13124 17.63858 96.6182 -0.02715210193639 -0.044950500196007 -0.089433576042478




1/23/2009 32.08983 15.53188 93.0811 -0.059810601665805 -0.119437052189009 -0.036609044672743




1/30/2009 33.75924 17.00032 94.0302 0.052023024116987 0.094543609659616 0.010196484570982




2/6/2009 33.75924 19.76789 85.8348 0 0.16279517091443 -0.087157104845039




2/13/2009 32.91537 18.94892 80.7883 -0.024996712011289 -0.041429307832045 -0.058793170136122




2/20/2009 32.87012 18.64387 66.4249 -0.001374737698528 -0.016098542819327 -0.177790595915498




2/27/2009 31.09189 19.28773 66.8562 -0.05409867685302 0.034534675472421 0.006493047035073




3/6/2009 29.31366 24.60813 71.5146 -0.057192727749905 0.275843761811265 0.069677905714055




3/13/2009 27.18156 24.0039 75.9142 -0.072734008649892 -0.024554080297853 0.061520304944725




3/20/2009 24.98598 25.99196 74.5771 -0.080774613377599 0.082822374697445 -0.017613305547579




3/27/2009 26.51926 26.20652 80.2275 0.061365613836239 0.008254860349123 0.07576588523823




4/3/2009 28.29749 30.16019 87.1289 0.067054284320151 0.15086589138886 0.086022872456452




4/10/2009 28.60602 31.74147 99.2064 0.010903087164268 0.052429377931638 0.138616463653277




4/17/2009 28.56068 31.5156 89.544 -0.001584981063427 -0.007115927523205 -0.097396942132766




4/24/2009 29.58582 33.15344 97.7394 0.035893403098246 0.051969183515466 0.091523720182257




5/1/2009 31.53645 33.52067 104.3818 0.065931246793227 0.011076678619172 0.06796031078562




5/8/2009 34.64825 39.53569 102.0527 0.098673122688191 0.179442117356246 -0.022313276835617




5/15/2009 33.31458 37.84129 98.3435 -0.038491698714942 -0.04285747890071 -0.036345927153324




5/22/2009 32.13527 39.64863 98.6885 -0.035399215598696 0.047761056771585 0.003508111873179




5/29/2009 32.244 39.59115 93.5122 0.003383509769795 -0.001449734833209 -0.052450893467831




6/5/2009 34.02232 43.71524 101.7936 0.055151966257288 0.104166966607436 0.088559567628609




6/12/2009 34.56663 49.13716 106.1078 0.015998615026841 0.124028142130753 0.042381839329781




6/19/2009 34.13124 47.04748 106.0208 -0.012595673920194 -0.042527488361151 -0.000819920872924




6/26/2009 34.20379 47.16336 98.8614 0.002125618641456 0.002463043716688 -0.067528258605858




7/3/2009 36.29045 43.37634 97.4804 0.061006689609543 -0.080295805896781 -0.013969051621766




7/10/2009 35.09291 44.47792 90.493 -0.032998764137673 0.025395872496389 -0.071680050553753




7/17/2009 37.13422 50.32611 104.1237 0.058168729808956 0.131485240316993 0.150627120329749




7/24/2009 39.08485 54.86801 120.8586 0.052529176592372 0.090249375522964 0.160721334335987




7/31/2009 39.97397 57.35452 125.6039 0.022748456243276 0.045318027754242 0.039263238197365




8/7/2009 39.97397 58.38226 117.8395 0 0.017919075950771 -0.061816551874584




8/14/2009 39.97397 56.39301 116.3733 0 -0.034072850211691 -0.012442347430191




8/21/2009 38.19574 58.97903 121.6356 -0.044484698417495 0.04585710179329 0.045219135317122




8/28/2009 40.41852 58.34906 124.4819 0.05819444786251 -0.010681253998243 0.023400221645637




9/4/2009 39.73809 55.03382 122.4978 -0.016834609481 -0.05681736775194 -0.015938863401025




9/11/2009 39.97397 56.49252 125.9489 0.005935866570336 0.026505519696797 0.028172750857566




9/18/2009 41.7522 56.09467 124.5678 0.044484698417495 -0.007042525275913 -0.010965558254181




9/25/2009 42.64141 57.35452 134.5753 0.021297320859739 0.022459353090053 0.080337775893931




10/2/2009 42.63214 56.06147 127.846 -0.000217394312243 -0.022544866559776 -0.050003975469496




10/9/2009 41.32578 59.27738 135.4375 -0.030642609073811 0.057363997055375 0.059380035355037




10/16/2009 37.74201 62.99046 140.6137 -0.086719960276612 0.062639070755152 0.038218366405168




10/23/2009 38.55858 67.63186 148.3781 0.021635572668228 0.073684173762186 0.055217948180014




10/30/2009 36.78035 65.57639 135.6966 -0.046117621551416 -0.030392037125698 -0.08546746453823




11/6/2009 37.46996 65.7091 146.4801 0.018749413749461 0.00202374665638 0.079467724320285




11/13/2009 36.27231 70.61537 152.3463 -0.031962937777356 0.074666522597327 0.04004776075385




11/20/2009 40.19171 70.94709 153.0364 0.108054877122521 0.004697560885116 0.004529811357414




11/27/2009 40.82671 69.62065 148.3781 0.015799278010316 -0.018696186129692 -0.03043916349313




12/4/2009 42.64141 73.40078 157.0046 0.044448842436728 0.054296103239484 0.058138633666289




12/11/2009 44.90954 67.1677 143.9779 0.053190783325411 -0.084918443645967 -0.082970180491527




12/18/2009 44.0566 64.84709 140.3548 -0.018992401169106 -0.03454949328323 -0.025164278684437




12/25/2009 45.90738 67.76448 139.7516 0.042009142784509 0.044988757398366 -0.004297679879847




1/1/2010 44.09287 70.2842 139.4926 -0.039525453205999 0.037183492000529 -0.001853288262889




1/8/2010 45.36306 69.28966 148.2913 0.028807151813887 -0.01415026421301 0.063076464271223




1/15/2010 47.22291 70.74799 150.9653 0.040999218306702 0.021046863269354 0.018032076055709




1/22/2010 47.08688 67.83079 148.3781 -0.002880593339123 -0.041233680278408 -0.017137713103607




1/29/2010 48.08699 64.31451 147.5177 0.021239674406119 -0.051838995240952 -0.005798699403753




2/5/2010 49.44579 57.35452 133.7984 0.028257123184462 -0.10821803664523 -0.093001043264639




2/12/2010 48.53844 59.94046 131.5562 -0.018350399498117 0.045086943452757 -0.016758047928824




2/19/2010 46.3611 63.65354 131.9873 -0.044858054770611 0.06194613788416 0.003276926515056




2/26/2010 47.63119 63.91868 135.7825 0.027395596739508 0.004165361423732 0.028754281661948




3/5/2010 48.62933 67.30032 144.4959 0.02095559653244 0.052905347857622 0.064171745254359




3/12/2010 49.89932 67.63186 146.221 0.026115720697777 0.004926276724984 0.011938747050954




3/19/2010 50.35305 67.63186 143.2019 0.009092909482534 0 -0.020647513011127




3/26/2010 51.80461 69.95247 144.3229 0.02882764797763 0.034312378810815 0.007828108425936




4/2/2010 51.80461 72.60462 146.9111 0 0.037913600477581 0.017933397956942




4/9/2010 52.62127 73.59915 148.5501 0.015764234109667 0.013697888646756 0.011156406833793




4/16/2010 52.62127 75.05821 153.5534 0 0.019824413733039 0.033680892843559




4/23/2010 52.57524 73.66555 147.1666 -0.000874741335585 -0.018554399312214 -0.041593347981875




4/30/2010 52.93542 73.26881 145.6214 0.006850753320384 -0.005385692498054 -0.010499665005511




5/7/2010 48.99207 64.97971 136.3857 -0.074493599937433 -0.113132723187397 -0.063422683753899




5/14/2010 51.44177 66.96887 142.2239 0.050001969706526 0.030612017197368 0.042806540568403




5/21/2010 50.35305 61.66438 136.9563 -0.021164124018283 -0.07920829483908 -0.03703737557471




5/28/2010 52.16755 64.78079 146.1745 0.036035552960546 0.050538252391413 0.067307601037703




6/4/2010 49.89932 61.99565 140.468 -0.043479711046426 -0.04299330094616 -0.039038956863201




6/11/2010 49.30967 63.25422 143.8041 -0.011816794296997 0.02030094046921 0.023749893214113




6/18/2010 48.99207 64.5745 144.8576 -0.006440927306956 0.020872599488224 0.007325938551126




6/25/2010 48.99207 62.9328 141.3459 0 -0.025423348225693 -0.024242428426261




7/2/2010 46.27032 62.24874 138.7122 -0.055554909192447 -0.010869689573641 -0.018633013055207




7/9/2010 48.08482 63.58264 136.7806 0.039215203179922 0.021428546184228 -0.013925235127119




7/16/2010 49.89932 64.19826 140.907 0.037735401733853 0.009682202563467 0.030168020903549




7/23/2010 49.89932 71.14133 143.9797 0 0.108150438968283 0.02180658164605




7/30/2010 50.8113 72.98831 143.8919 0.018276401361782 0.02596212356446 -0.000609808188238




8/6/2010 48.99207 75.17722 148.8082 -0.035803649975498 0.029989870980709 0.034166620914728




8/13/2010 50.35305 72.98831 141.3459 0.027779597800216 -0.029116665926194 -0.05014710210862




8/20/2010 50.2664 71.75705 139.59 -0.001720849084614 -0.016869276737604 -0.012422716187735




8/27/2010 48.85348 72.50953 137.8342 -0.028108637181099 0.010486495751985 -0.01257826491869




9/3/2010 51.67016 75.92969 139.59 0.057655667518466 0.047168420482108 0.012738493059052




9/10/2010 51.5778 76.81902 140.029 -0.001787492045699 0.01171254617265 0.00314492442152




9/17/2010 49.86926 79.2132 141.3459 -0.03312549197523 0.031166500171442 0.009404480500468




9/24/2010 52.40895 79.28153 148.2816 0.05092696382501 0.000862608757126 0.049068986083077




10/1/2010 53.10161 81.67581 151.0031 0.01321644490111 0.030199719909543 0.018353592084251




10/8/2010 51.76252 83.45427 156.2706 -0.025217502821478 0.021774623355434 0.034883389811203




10/15/2010 56.47246 89.95276 160.8359 0.090991319587995 0.077868873575912 0.02921406841722




10/22/2010 56.70321 85.84845 163.2941 0.004086062480721 -0.045627393756456 0.015283901168831




10/29/2010 57.16729 87.55573 163.556 0.008184369103619 0.019887138323406 0.001603854640186




11/5/2010 58.91969 92.00492 167.8592 0.030653893161632 0.05081552058329 0.026310254591699




11/12/2010 57.95004 95.08315 165.9278 -0.016457147008072 0.033457232504523 -0.011506071755376




11/19/2010 57.25738 94.19392 159.7824 -0.011952709609864 -0.009352130214449 -0.037036590613508




11/26/2010 57.90381 93.71505 157.0608 0.011289898350222 -0.00508387377869 -0.017033165104542




12/3/2010 58.64271 99.11904 161.4504 0.012760818329571 0.057664057160509 0.027948412334586




12/10/2010 58.50411 109.37983 164.1719 -0.002363465126356 0.103519868634724 0.016856570191217




12/17/2010 60.95145 106.02799 163.2941 0.041831932833437 -0.030644041044862 -0.005346834628825




12/24/2010 63.62963 111.50041 162.4161 0.04393956173315 0.051612975026689 -0.005376801733804




12/31/2010 62.79404 118.34194 157.1468 -0.013132089562677 0.061358787828673 -0.032443212218493




1/7/2011 59.65858 111.15838 151.7054 -0.049932445818106 -0.060701725863206 -0.0346262221057




1/14/2011 58.36562 120.05106 149.2473 -0.021672657981467 0.08000008636326 -0.016203114721032




1/21/2011 59.10441 119.70903 154.6903 0.012657965425537 -0.002849037734444 0.036469671478144




1/28/2011 59.56622 116.6308 148.3693 0.007813460958328 -0.025714267336391 -0.040862290654294




2/4/2011 57.71909 120.32466 152.32 -0.031009689720113 0.031671393834219 0.026627476169261




2/11/2011 55.50281 121.62443 146.6135 -0.038397694766151 0.010802191338002 -0.037463891806723




2/18/2011 54.94864 113.89459 143.2774 -0.009984539521513 -0.063554994666779 -0.022754384828137




2/25/2011 55.04091 114.98909 143.2774 0.001679204435269 0.009609762851774 0




3/4/2011 54.94864 124.4974 150.1251 -0.001676389434695 0.082688801172355 0.047793301665162




3/11/2011 53.56332 116.6308 147.6669 -0.025211179020991 -0.063186861733659 -0.016374343797273




3/18/2011 53.56332 119.70903 146.7891 0 0.026392942516042 -0.005944460132907




3/25/2011 54.94864 126.89158 148.8082 0.025863221323846 0.060000068499427 0.013755108519638




4/1/2011 54.02513 126.54955 153.6368 -0.016806785390867 -0.002695450714697 0.032448480661684




4/8/2011 54.4407 132.43242 153.2856 0.00769216103691 0.046486692366745 -0.002285910667236




4/15/2011 54.94864 132.50084 154.5148 0.009330151890038 0.000516640864828 0.008019018094329




4/22/2011 55.04091 134.07413 153.6368 0.001679204435269 0.011873811516968 -0.005682303572215




4/29/2011 54.48782 133.59452 152.7583 -0.010048707406909 -0.003577200165312 -0.005718031096716




5/6/2011 54.94864 125.79708 154.4315 0.008457302934858 -0.05836646592989 0.01095325098538




5/13/2011 54.02513 124.01852 149.7777 -0.016806785390867 -0.014138324991327 -0.030135043692511




5/20/2011 54.02513 124.22379 150.8566 0 0.001655156020246 0.007203342019539




5/27/2011 53.10161 129.96981 149.9423 -0.017094267056831 0.046255391177487 -0.006060722566994




6/3/2011 55.08714 129.62779 153.5994 0.037391145014247 -0.002631534200135 0.024390048705402




6/10/2011 54.94864 128.67013 153.5994 -0.002514198413641 -0.007387767700121 0




6/17/2011 54.67156 127.23002 157.1652 -0.005042526985199 -0.011192263503581 0.023214934433338




6/24/2011 54.48684 129.01354 149.028 -0.003378721953425 0.014018075293866 -0.051774820380084




7/1/2011 52.54744 134.55659 151.1309 -0.035593915888681 0.042964870198895 0.014110771130258




7/8/2011 53.56332 140.5362 152.7766 0.019332625909083 0.044439369338953 0.01088923575523




7/15/2011 51.62403 141.3502 150.8566 -0.036205560073573 0.005792101963764 -0.012567369610268




7/22/2011 51.62403 139.87018 148.1138 0 -0.010470590066374 -0.018181504819809




7/29/2011 51.71274 141.27626 145.6452 0.001718385798242 0.010052750343211 -0.016666914224063




8/5/2011 47.09881 123.95902 131.2909 -0.08922230769439 -0.122577140702904 -0.098556629398017




8/12/2011 41.37309 120.25872 130.2852 -0.121568251936726 -0.029850994304408 -0.007660089160787




8/19/2011 36.93767 113.15416 118.491 -0.107205432323281 -0.059077296016455 -0.090526015234271




8/26/2011 36.47833 119.66663 122.4225 -0.012435543443861 0.05755396001349 0.03317973516976




9/2/2011 40.28693 122.03488 129.9195 0.104407191886251 0.019790396036055 0.061238742878147




9/9/2011 39.42571 124.03296 118.8567 -0.021377156313474 0.016373023843675 -0.085151189775207




9/16/2011 36.55492 122.4789 123.8853 -0.072815175681047 -0.012529411537063 0.042308090330625




9/23/2011 35.8659 99.9072 113.5539 -0.018848899135876 -0.184290518611777 -0.08339488220152




9/30/2011 40.57397 96.94705 122.6967 0.131268698122729 -0.029628995708017 0.080515068174673




10/7/2011 40.38264 101.01734 127.9995 -0.004715584893467 0.041984671013713 0.043218766274888




10/14/2011 39.42571 108.04786 130.651 -0.023696568624538 0.069597160249914 0.020714924667675




10/21/2011 38.08603 105.45761 130.2852 -0.033979857306311 -0.02397317262924 -0.002799825489281




10/28/2011 41.14815 117.29848 139.4281 0.080400083705233 0.112280849148772 0.070176044554562




11/4/2011 43.30125 120.6287 134.5824 0.05232556020137 0.028390990232781 -0.034754113410424




11/11/2011 43.55004 116.18843 126.171 0.005745561617736 -0.036809399421531 -0.0625




11/18/2011 43.06201 106.49371 123.8853 -0.011206189477668 -0.083439633361084 -0.018115890339302




11/25/2011 42.10508 95.46693 121.1424 -0.022222139653955 -0.103543955788562 -0.022140641383603




12/2/2011 42.58355 96.05893 132.5709 0.011363711932147 0.006201100213446 0.094339389016562




12/9/2011 42.48783 92.50669 131.9309 -0.002247816351619 -0.036979799795813 -0.004827605454892




12/16/2011 42.48783 77.85365 128.5481 0 -0.158399787085669 -0.025640695242737




12/23/2011 44.49741 85.10618 132.5709 0.047297779152289 0.093155940665595 0.031294122589132




12/30/2011 44.97814 81.85082 129.0989 0.01080355013921 -0.038250571227612 -0.026189759592792




1/6/2012 45.93281 84.36612 127.3596 0.021225199619193 0.030730296898675 -0.013472616730274




1/13/2012 44.66971 91.32261 127.4509 -0.027498861924624 0.082455966921319 0.000716867829359




1/20/2012 44.59312 96.13296 139.5195 -0.001714584670462 0.052674250111774 0.094692152036588




1/27/2012 48.8036 99.0932 142.9937 0.094419946395319 0.030793184772424 0.024901178688284




2/3/2012 51.67449 106.49371 146.5595 0.058825373538018 0.074682319271151 0.024936762948298




2/10/2012 50.71756 100.35131 143.5423 -0.018518421758976 -0.057678523924089 -0.020586860626572




2/17/2012 51.67449 101.83134 146.5595 0.01886782408302 0.014748487090004 0.021019587954213




2/24/2012 50.14338 106.19767 139.4281 -0.029629900556348 0.042878056991099 -0.048658735871779




3/2/2012 52.63143 112.04412 142.5366 0.049618713377519 0.055052526105328 0.022294645053615




3/9/2012 53.20551 108.19584 138.6052 0.010907550868369 -0.034346112941938 -0.027581687791066




3/16/2012 55.50222 113.15416 139.6109 0.043166769757493 0.045827270253644 0.007255860530485




3/23/2012 55.02375 105.82768 140.6167 -0.008620736251631 -0.064747774187003 0.007204308546109




3/30/2012 54.97329 105.90025 141.7143 -0.000917058542902 0.000685737417659 0.007805616260373




4/6/2012 54.54529 107.15974 133.4853 -0.007785599151879 0.011893173056721 -0.058067534468999




4/13/2012 53.77968 102.86744 133.211 -0.014036225675948 -0.04005515504237 -0.0020549079187




4/20/2012 53.73188 102.94148 131.6567 -0.000888811536253 0.000719761277232 -0.011667955349033




4/27/2012 53.97111 101.90537 138.971 0.004452291637665 -0.010065038893942 0.055555850936565




5/4/2012 60.28688 100.05527 136.2281 0.11702131010461 -0.018155078579274 -0.019737211360644




5/11/2012 54.54529 95.46693 129.9195 -0.095237802984663 -0.045858054253414 -0.046309094819645




5/18/2012 50.52614 88.36237 121.5996 -0.073684638948661 -0.074419068466955 -0.064038885617633




5/25/2012 51.14812 87.47434 120.1367 0.012310063662097 -0.010049866249626 -0.012030467205484




6/1/2012 50.71756 92.87677 126.1731 -0.008417904705002 0.061760168753488 0.05024609465717




6/8/2012 51.19603 100.42525 127.085 0.009434010626694 0.081274144223577 0.007227372554055




6/15/2012 54.25815 105.16166 134.8937 0.05981166899074 0.047163537058658 0.061444702364559




6/22/2012 54.97585 107.67521 136.6036 0.013227505913858 0.023901771805428 0.012675907029016




6/29/2012 56.46171 107.30734 143.9182 0.027027503894892 -0.003416478128996 0.053546173014474




7/6/2012 54.73662 111.078 141.7333 -0.030553272297279 0.035138882391456 -0.015181540625161




7/13/2012 56.65048 108.52131 136.9836 0.034964891876773 -0.023017069086588 -0.033511531870069




7/20/2012 57.70312 108.06148 134.1337 0.018581307695892 -0.004237232300274 -0.020804680268295




7/27/2012 55.59783 114.86705 129.8589 -0.036484855584932 0.062978685836988 -0.031869694193182




8/3/2012 55.50222 117.44213 139.6434 -0.00171967143322 0.022417917061507 0.075347165269381




8/10/2012 55.50222 119.09754 147.2431 0 0.014095537947072 0.054422192527538




8/17/2012 54.54529 124.15574 149.618 -0.017241292330289 0.042471070351243 0.016129108936174




8/24/2012 55.69355 121.76459 145.0582 0.021051496838682 -0.019259278709144 -0.030476279592028




8/31/2012 53.59329 119.46541 143.0633 -0.037711009623197 -0.018882172559362 -0.013752411101199




9/7/2012 52.15414 126.63885 151.2329 -0.026853175089643 0.060046167338312 0.057104792074557




9/14/2012 51.67114 139.79016 153.7978 -0.009261009768352 0.103848937352163 0.016959933982619




9/21/2012 51.957 139.9741 151.7079 0.00553229520386 0.001315829383127 -0.01358862090355




9/28/2012 54.60857 140.25 149.9029 0.051033931905229 0.001971078935317 -0.011897864250972




10/5/2012 53.52429 144.29656 151.6129 -0.019855491546473 0.02885247771836 0.011407384380156




10/12/2012 57.17143 144.84836 146.1031 0.068139904331286 0.003824068986814 -0.036341234815771




10/19/2012 56.18571 148.25115 144.0132 -0.017241478829548 0.023492085101965 -0.01430428238689




10/26/2012 58.05857 146.87164 145.3432 0.033333386727693 -0.009305222927444 0.009235264545194




11/2/2012 57.71357 149.44672 146.9581 -0.005942275188659 0.017532860666634 0.011110942926811




11/9/2012 59.63571 151.7459 144.8682 0.033304818953324 0.015384613325739 -0.014221060288613




11/16/2012 61.01571 156.34426 148.668 0.023140497530758 0.030303026309113 0.02622935882409




11/23/2012 65.64857 166.46066 146.8631 0.075928969768606 0.064705925244713 -0.012140474076466




11/30/2012 69.59143 164.34541 149.808 0.060060104888804 -0.012707206615665 0.020052007617979




12/7/2012 68.01429 161.95426 155.7927 -0.022662847997232 -0.014549539290449 0.039949134892663




12/14/2012 73.73143 175.28951 154.0828 0.084057923709856 0.08233960625673 -0.010975482163157




12/21/2012 71.02071 173.3582 159.5925 -0.036764782671379 -0.011017829874703 0.035758046972148




12/28/2012 71.95714 174.7377 159.1175 0.013185308904966 0.007957512249204 -0.002976330341338




1/4/2013 73.63286 177.95656 159.4975 0.023287751569893 0.018421096306063 0.002388172262636




1/11/2013 70.87286 175.47344 157.2176 -0.037483264944483 -0.01395351764498 -0.014294267935234




1/18/2013 71.56286 172.89836 161.4924 0.009735743696529 -0.014675041419374 0.027190340012823




1/25/2013 73.09071 172.43852 160.2575 0.021349761594213 -0.002659597233889 -0.00764679947787




2/1/2013 71.95714 173.91 146.7681 -0.015509084533452 0.008533360179616 -0.084173283621671




2/8/2013 67.62 174.7377 151.2329 -0.060273935289813 0.00475935828877 0.030420779447305




2/15/2013 69.59143 170.59918 151.8979 0.0291545400769 -0.023684184924032 0.004397191351882




2/22/2013 68.75357 165.08115 151.5179 -0.012039700865466 -0.032344997203386 -0.002501680405062




3/1/2013 70.47857 160.02295 151.0429 0.025089606256083 -0.030640687928331 -0.003134943132132




3/8/2013 77.13214 160.02295 152.6578 0.094405576049571 0 0.010691664421168




3/15/2013 76.88571 155.97639 155.9827 -0.003194906818351 -0.025287372842458 0.021780085917654




3/22/2013 73.92857 145.86 146.2931 -0.038461503444528 -0.064858469926122 -0.062119709429315




3/29/2013 69.78857 145.12426 149.143 -0.056000001082126 -0.005044151926505 0.019480754731426




4/5/2013 69 146.77967 144.3932 -0.011299414789557 0.011406845416473 -0.031847287502598




4/12/2013 70.82357 148.80295 150.7579 0.026428550724638 0.013784470288017 0.044078945545912




4/19/2013 69.98571 131.23721 147.1481 -0.011830242389645 -0.118046987643726 -0.023944350511648




4/26/2013 69.97586 135.28377 145.3432 -0.000140743017396 0.03083393802718 -0.012265873633435




5/3/2013 70.67571 131.78902 140.8784 0.010001306164726 -0.025832736624652 -0.030719015406294




5/10/2013 72.94286 134.31811 143.1583 0.032078206218233 0.019190445455927 0.016183460345944




5/17/2013 75.11143 129.67377 152.5153 0.029729708980427 -0.034577169080178 0.065361212028922




5/24/2013 81.32143 130.40951 153.8928 0.082677163781864 0.005673776585658 0.0090318807359




5/31/2013 77.77286 136.38738 157.9301 -0.043636345302831 0.045839218320811 0.026234495700904




6/7/2013 79.39929 139.79016 159.1175 0.020912565128761 0.024949375814683 0.00751851610301




6/14/2013 80.82857 142.27328 160.3525 0.018001168524303 0.017763195921659 0.007761559853567




6/21/2013 85.45157 113.11967 147.8 0.057195122962091 -0.204912756632869 -0.078280662914516




6/28/2013 83.78571 111.28033 150 -0.019494785174807 -0.016260125228442 0.0148849797023




7/5/2013 84.57429 114.96 143.3 0.009411867489098 0.0330666704529 -0.044666666666667




7/12/2013 85.51071 119.5 152 0.011072159163264 0.039491997216423 0.060711793440335




7/19/2013 87.72857 114.9 159 0.025936634136239 -0.038493723849372 0.046052631578947




7/26/2013 89.20714 112 161 0.016853916574726 -0.025239338555266 0.012578616352201




8/2/2013 95.51571 117.35 164.9 0.070718218295083 0.047767857142857 0.024223602484472




8/9/2013 100.395 125.95 172 0.051083638492558 0.073285044737964 0.043056397816859




8/16/2013 106.45714 124 177.9 0.060382887594004 -0.015482334259627 0.034302325581395




8/23/2013 99.65571 129.1 173.9 -0.063888904022783 0.041129032258065 -0.022484541877459




8/30/2013 96.64929 122.6 174 -0.030168065633169 -0.050348567002324 0.000575043128235




9/6/2013 98.57143 120 163.5 0.019887781896794 -0.021207177814029 -0.060344827586207




9/13/2013 102.51429 124 171 0.040000028405797 0.033333333333333 0.045871559633028




9/20/2013 111.38571 126.45 177 0.086538374308596 0.019758064516129 0.035087719298246




9/27/2013 113 124 182 0.014492792657155 -0.019375247133254 0.028248587570622




10/4/2013 117.7 120.8 183.2 0.041592920353982 -0.025806451612903 0.006593406593407




10/11/2013 126.4 123 193 0.073916737468139 0.018211920529801 0.05349344978166




10/18/2013 133.9 121.35 196 0.059335443037975 -0.013414634146342 0.015544041450777




10/25/2013 139 121.8 191.95 0.038088125466766 0.003708281829419 -0.020663265306123




11/1/2013 130 124.55 193 -0.064748201438849 0.022577996715928 0.005470174524616




11/8/2013 119.9 123.5 191.7 -0.077692307692308 -0.008430349257326 -0.006735751295337




11/15/2013 118.7 119.5 190 -0.01000834028357 -0.032388663967611 -0.00886802295253




11/22/2013 125.5 121.4 191.8 0.057287278854254 0.015899581589958 0.009473684210526




11/29/2013 119.2 118.45 188.35 -0.050199203187251 -0.024299835255354 -0.017987486965589





Sheet 3: zadanie 2a

2.Oblicz ryzyko portfela inwestycyjnego, w którego skład wchodzą akcje spółek: KGHM (udział w portfelu - 30%), BZWBK (udział w portfelu -40%) oraz PKO BP (udział w portfelu - 30%) na podstawie danych (notowania tygodniowe):














































data KGHM BZWBK PKO BP



KGHM BZWBK PKO BP





Zamkniecie Zamkniecie Zamkniecie stopy zwrotu

zysk 0.004667520621023 0.003472868369026 0.001519943694704 0.3



11/30/2007 57.95167 205.256 36.40644 KGHM BZWBK PKO BP udział 0.3 0.4 0.3 0.4



12/7/2007 60.51599 224.9088 39.24404 0.044249285654753 0.095747749152278 0.077942254172613



0.3



12/14/2007 55.64393 214.8639 37.78804 -0.08050863912166 -0.044662103039099 -0.037101175108373 zysk z portfela
0.003245386642329





12/21/2007 55.38744 218.4449 37.93665 -0.004609487503848 0.016666364149585 0.003932725804249








12/28/2007 54.25928 219.2309 38.22625 -0.020368516761201 0.003598161367008 0.007633778944635








1/4/2008 54.87472 205.256 36.25792 0.01134257586905 -0.063745119871332 -0.051491579739054
KGHM BZWBK PKO BP




1/11/2008 53.90033 178.0928 33.5835 -0.017756628188718 -0.132338153330475 -0.073760987944151 KGHM 0.004702526418145 0.001887219259655 0.001824295271695




1/18/2008 48.84866 170.756 33.06365 -0.093722431755056 -0.04119649980235 -0.015479327646017 BZWBK 0.001887219259655 0.002583856956002 0.001588708644779




1/25/2008 47.48966 157.13 33.06365 -0.027820619849142 -0.079798074445408 0 PKO BP 0.001824295271695 0.001588708644779 0.002227044978539




2/1/2008 49.13072 166.8258 32.78882 0.03455615390803 0.061705594094062 -0.008312149445086








2/8/2008 51.02828 156.257 30.52308 0.038622678438256 -0.063352311213254 -0.069100992350442








2/15/2008 53.79769 165.9519 32.69956 0.054272062472025 0.062044580402798 0.071306041198988 ryzyko portfela
0.002199674384631





2/22/2008 55.28499 156.6059 32.23162 0.027646168450727 -0.056317523330556 -0.014310284297403








2/29/2008 55.84902 151.1039 30.52308 0.010202226680334 -0.035132775968211 -0.053008195058145

0.002199674384631





3/7/2008 54.61822 135.6439 29.8991 -0.022037987416789 -0.102313705999647 -0.020442891084386








3/14/2008 51.90023 140.623 29.81003 -0.049763430591477 0.036707142746559 -0.002979019435368








3/21/2008 46.77167 150.2299 30.27063 -0.09881574705931 0.068316704948693 0.015451175325889








3/28/2008 53.33611 158.4409 32.67002 0.140350772166142 0.05465623021782 0.079264620524912








4/4/2008 53.02839 156.3439 33.08594 -0.005769449628029 -0.013235218936525 0.012730938028198








4/11/2008 51.84882 144.5529 31.97918 -0.022244122440828 -0.075417077353194 -0.033451067130026








4/18/2008 54.0541 143.155 33.21226 0.042532886958662 -0.009670508166906 0.038558837343547








4/25/2008 52.77198 140.5304 33.4127 -0.02371919983868 -0.018333973664909 0.006035120765645








5/2/2008 52.61812 144.5792 33.42765 -0.002915562387464 0.028810848044267 0.000447434658079








5/9/2008 53.95155 158.3693 34.99502 0.025341650366832 0.095380939996902 0.046888429189608








5/16/2008 56.92605 154.3658 35.97546 0.055132799706403 -0.025279520715189 0.028016557784508








5/23/2008 56.10552 150.2735 35.74521 -0.014413963378805 -0.026510405802322 -0.006400196133698








5/30/2008 52.87453 145.9137 36.5921 -0.057587738247502 -0.029012433995349 0.023692405220168








6/6/2008 52.61812 148.2273 34.88365 -0.004849404807948 0.015855947728006 -0.046689039437474








6/13/2008 50.66924 137.0165 33.35325 -0.037038191406306 -0.07563249145063 -0.043871555872164








6/20/2008 52.3104 129.1873 33.82871 0.032389670735144 -0.057140563362807 0.014255282468725








6/27/2008 52.05399 121.0017 32.69956 -0.004901702147183 -0.063362265485849 -0.033378452799412








7/4/2008 48.4384 118.3327 31.05789 -0.069458460340888 -0.022057541340328 -0.050204651071758








7/11/2008 50.97844 118.3327 32.40986 0.052438561141574 0 0.04353064551391








7/18/2008 47.24521 126.5173 33.26418 -0.073231546512604 0.069166003987064 0.026359879370044








7/25/2008 43.54583 133.3685 36.19095 -0.078301694499823 0.05415227798886 0.087985634998368








8/1/2008 46.25675 147.8711 37.78804 0.062254411042343 0.108740819608828 0.044129540672461








8/8/2008 41.68193 142.7996 35.62652 -0.098900592886444 -0.034296762518166 -0.05720116735348








8/15/2008 44.27991 149.9172 35.73026 0.062328687755102 0.049843276871924 0.002911875759968








8/22/2008 42.64207 149.7395 35.99042 -0.036988331728768 -0.001185320963839 0.007281223254463








8/29/2008 43.68691 156.2342 36.399 0.024502562844627 0.043373325007764 0.011352465461642








9/5/2008 37.89776 151.2516 34.13336 -0.132514522084533 -0.031891864905379 -0.062244567158438








9/12/2008 37.53062 145.9137 33.27904 -0.009687643807972 -0.035291527494585 -0.025028886696182








9/19/2008 33.85957 144.8458 33.33096 -0.097814797623914 -0.007318709620824 0.001560141157918








9/26/2008 33.32303 145.0234 33.35325 -0.015846037028822 0.001226131513651 0.00066874761483








10/3/2008 25.83938 136.8389 33.05632 -0.224578917343351 -0.05643572002863 -0.008902580708027








10/10/2008 16.10797 105.4311 25.99922 -0.376611590525779 -0.229523914617846 -0.213487163725424








10/17/2008 15.53188 94.844 21.24511 -0.03576428314679 -0.100417239315534 -0.182855870291493








10/24/2008 12.08661 84.0337 18.37788 -0.221819251758319 -0.113979798405803 -0.134959527157073








10/31/2008 17.19814 107.6559 23.02796 0.422908491297394 0.281103890462993 0.253025920291132








11/7/2008 15.93856 105.8763 22.87935 -0.073239315414341 -0.016530445614221 -0.006453459186137








11/14/2008 14.85418 91.641 22.35931 -0.068035004416961 -0.13445218618331 -0.022729666708189








11/21/2008 12.99028 83.6333 21.1709 -0.125479831266351 -0.087381194007049 -0.053150566810872








11/28/2008 16.32262 94.31 23.77063 0.256525648407887 0.127660871925417 0.12279733029772








12/5/2008 14.99535 87.9929 24.0307 -0.081314764418948 -0.066982292439826 0.01094081225445








12/12/2008 16.49202 93.9538 25.85823 0.099808940771639 0.067742965625636 0.07604980296038








12/19/2008 16.18136 95.1994 25.99922 -0.01883698904076 0.013257579789216 0.005452422690958








12/26/2008 15.53188 96.9791 25.54605 -0.04013754097307 0.018694445553228 -0.017430138288764








1/2/2009 15.88209 98.5809 26.37065 0.022547817778659 0.016516960870951 0.032278962892502








1/9/2009 18.46876 99.4704 25.50147 0.162867103762792 0.009023046046445 -0.032960128021114








1/16/2009 17.63858 87.1922 22.65653 -0.044950500196007 -0.12343571554955 -0.111559843412948








1/23/2009 15.53188 74.2913 21.05935 -0.119437052189009 -0.147959335812148 -0.070495349464371








1/30/2009 17.00032 78.2951 20.65096 0.094543609659616 0.05389325533407 -0.01939233642064








2/6/2009 19.76789 74.7361 18.94232 0.16279517091443 -0.045456229061589 -0.082739010680375








2/13/2009 18.94892 70.599 18.6451 -0.041429307832045 -0.055356113043094 -0.015690791835425








2/20/2009 18.64387 61.8353 14.87153 -0.016098542819327 -0.124133486310004 -0.202389367715915








2/27/2009 19.28773 62.7251 14.25508 0.034534675472421 0.014389838813752 -0.041451686544693








3/6/2009 24.60813 65.3942 15.53275 0.275843761811265 0.042552343479724 0.08962910064342








3/13/2009 24.0039 61.3905 16.63952 -0.024554080297853 -0.061224084093085 0.071253963399913








3/20/2009 25.99196 68.4192 16.70649 0.082822374697445 0.114491655875095 0.004024755521794








3/27/2009 26.20652 67.4405 17.07773 0.008254860349123 -0.014304464243955 0.02222130441523








4/3/2009 30.16019 71.1773 17.23377 0.15086589138886 0.055408841868017 0.009137045731488








4/10/2009 31.74147 75.0031 19.64812 0.052429377931638 0.053750282744639 0.140094129142956








4/17/2009 31.5156 67.1735 18.97947 -0.007115927523205 -0.104390351865456 -0.034031245737506








4/24/2009 33.15344 73.6685 18.86049 0.051969183515466 0.096689914921807 -0.006268878951836








5/1/2009 33.52067 79.0068 19.95992 0.011076678619172 0.072463807461805 0.058292759095867








5/8/2009 39.53569 81.4091 20.79947 0.179442117356246 0.030406243513217 0.042061791830829








5/15/2009 37.84129 81.7649 19.87085 -0.04285747890071 0.004370518774928 -0.044646329930522








5/22/2009 39.64863 83.4109 19.40291 0.047761056771585 0.020130887459044 -0.023549068107303








5/29/2009 39.59115 73.4906 18.57146 -0.001449734833209 -0.118932897259231 -0.042851819649733








6/5/2009 43.71524 82.2987 19.83369 0.104166966607436 0.119853423431024 0.06796611574965








6/12/2009 49.13716 87.1922 19.46979 0.124028142130753 0.059460234487301 -0.018347569211781








6/19/2009 47.04748 82.2098 19.76682 -0.042527488361151 -0.057142726069534 0.015255942668103








6/26/2009 47.16336 79.2737 18.75655 0.002463043716688 -0.035714720142854 -0.05110938431169








7/3/2009 43.37634 78.2951 18.65996 -0.080295805896781 -0.0123445732948 -0.005149667716078








7/10/2009 44.47792 78.0725 18.75655 0.025395872496389 -0.002843089797446 0.005176324065003








7/17/2009 50.32611 92.0854 21.24511 0.131485240316993 0.179485734413526 0.132676851553191








7/24/2009 54.86801 103.6524 23.38444 0.090249375522964 0.12561166048038 0.100697525218744








7/31/2009 57.35452 114.7735 24.74394 0.045318027754242 0.107292257584002 0.058136949185014








8/7/2009 58.38226 110.3249 24.51569 0.017919075950771 -0.038759818250729 -0.009224480822375








8/14/2009 56.39301 109.4355 23.98612 -0.034072850211691 -0.00806164338241 -0.021601268412188








8/21/2009 58.97903 116.5531 25.99179 0.04585710179329 0.0650392240178 0.083617942376675








8/28/2009 58.34906 123.3144 26.37065 -0.010681253998243 0.058010469048013 0.01457614115842








9/4/2009 55.03382 117.3536 23.91934 -0.05681736775194 -0.048338231382548 -0.092955994637978








9/11/2009 56.49252 128.297 23.06683 0.026505519696797 0.093251506557958 -0.035641033573669








9/18/2009 56.09467 130.3432 24.07043 -0.007042525275913 0.015948930996048 0.043508362440786








9/25/2009 57.35452 138.351 26.53308 0.022459353090053 0.061436269786226 0.102310178920775








10/2/2009 56.06147 134.4364 26.22585 -0.022544866559776 -0.028294699713049 -0.011579130655016








10/9/2009 59.27738 136.8389 26.55794 0.057363997055375 0.017870904011116 0.012662697300564








10/16/2009 62.99046 142.3544 27.56249 0.062639070755152 0.04030652102582 0.0378248463548








10/23/2009 67.63186 152.8536 29.88701 0.073684173762186 0.073753954918148 0.084336357128837








10/30/2009 65.57639 139.2404 28.80777 -0.030392037125698 -0.089060381960255 -0.036110671492398








11/6/2009 65.7091 142.3544 29.48852 0.00202374665638 0.022364198896297 0.023630777390961








11/13/2009 70.61537 158.3693 31.14896 0.074666522597327 0.112500210741642 0.056308014101759








11/20/2009 70.94709 154.7221 30.72551 0.004697560885116 -0.023029715986621 -0.013594354354046








11/27/2009 69.62065 147.6934 30.75876 -0.018696186129692 -0.045427899440352 0.001082162671995








12/4/2009 73.40078 161.9285 32.37766 0.054296103239484 0.09638277675238 0.052632160724295








12/11/2009 67.1677 153.9206 30.84173 -0.084918443645967 -0.049453308095857 -0.047437955676846








12/18/2009 64.84709 158.3693 31.47276 -0.03454949328323 0.028902564049257 0.020460266009721








12/25/2009 67.76448 164.4198 31.79646 0.044988757398366 0.038205005641876 0.010285084625562








1/1/2010 70.2842 169.0461 31.54744 0.037183492000529 0.028137122171417 -0.007831689439642








1/8/2010 69.28966 163.7081 32.08711 -0.01415026421301 -0.031577185158368 0.017106617842843








1/15/2010 70.74799 167.2665 32.0289 0.021046863269354 0.021736248847797 -0.001814124114013








1/22/2010 67.83079 163.7081 33.0003 -0.041233680278408 -0.021273835466157 0.030328859248991








1/29/2010 64.31451 158.8153 32.58619 -0.051838995240952 -0.029887342165721 -0.012548673799935








2/5/2010 57.35452 149.5618 29.10671 -0.10821803664523 -0.05826579680925 -0.106777748487933








2/12/2010 59.94046 154.9886 30.13612 0.045086943452757 0.036284666271735 0.035366759073767








2/19/2010 63.65354 150.8066 30.63425 0.06194613788416 -0.026982629690184 0.016529334234135








2/26/2010 63.91868 155.7003 30.51803 0.004165361423732 0.032450171278976 -0.003793792895207








3/5/2010 67.30032 161.3946 31.54744 0.052905347857622 0.036572183868625 0.033731207420663








3/12/2010 67.63186 167.6228 31.6388 0.004926276724984 0.038589890863759 0.002895956058558








3/19/2010 67.63186 162.9067 33.04184 0 -0.028135194018952 0.044345550400142








3/26/2010 69.95247 177.054 33.28257 0.034312378810815 0.0868429598046 0.007285611212935








4/2/2010 72.60462 192.9799 34.78515 0.037913600477581 0.089949393970201 0.04514615307652








4/9/2010 73.59915 192.8012 34.8184 0.013697888646756 -0.000926003174424 0.000955867661919








4/16/2010 75.05821 195.7377 36.19648 0.019824413733039 0.015230714331654 0.039579073133746








4/23/2010 73.66555 191.2891 33.95446 -0.018554399312214 -0.022727354004875 -0.061940277065615








4/30/2010 73.26881 193.9544 35.44933 -0.005385692498054 0.01393336055217 0.044025733291002








5/7/2010 64.97971 172.2508 31.9626 -0.113132723187397 -0.111900529196553 -0.098358135400585








5/14/2010 66.96887 172.1602 33.21607 0.030612017197368 -0.000525977237842 0.039216772102395








5/21/2010 61.66438 167.2646 32.37766 -0.07920829483908 -0.028436305255222 -0.025241095650389








5/28/2010 64.78079 185.3057 34.038 0.050538252391413 0.107859642745686 0.051280419894458








6/4/2010 61.99565 183.8552 31.55573 -0.04299330094616 -0.0078276059506 -0.072926435160703








6/11/2010 63.25422 176.4211 31.87953 0.02030094046921 -0.040434537614384 0.010261210879926








6/18/2010 64.5745 176.7838 30.63425 0.020872599488224 0.00205587653631 -0.039062056435587








6/25/2010 62.9328 175.8771 31.75502 -0.025423348225693 -0.005128863617594 0.03658552110791








7/2/2010 62.24874 170.2564 30.46811 -0.010869689573641 -0.031958111658653 -0.040526190819593








7/9/2010 63.58264 178.053 31.04931 0.021428546184228 0.045793285891162 0.019075682738444








7/16/2010 64.19826 175.8771 32.06205 0.009682202563467 -0.012220518609627 0.032617149946327








7/23/2010 71.14133 176.2398 32.95877 0.108150438968283 0.002062235504224 0.027968267780757








7/30/2010 72.98831 167.2646 32.54285 0.02596212356446 -0.050926067778107 -0.012619402969225








8/6/2010 75.17722 168.2619 33.83871 0.029989870980709 0.005962409260537 0.039820114095723








8/13/2010 72.98831 164.7263 31.87953 -0.029116665926194 -0.021012481138035 -0.057897597160176








8/20/2010 71.75705 164.9983 32.36109 -0.016869276737604 0.00165122387864 0.015105617931005








8/27/2010 72.50953 170.1657 31.87953 0.010486495751985 0.031317898426832 -0.014880833742003








9/3/2010 75.92969 172.1602 32.17837 0.047168420482108 0.011720928483237 0.009374040332464








9/10/2010 76.81902 176.7838 33.63123 0.01171254617265 0.026856381440077 0.0451502049358








9/17/2010 79.2132 194.5528 34.44487 0.031166500171442 0.100512603530414 0.024192989670613








9/24/2010 79.28153 197.4539 37.77394 0.000862608757126 0.014911633243007 0.096649225269249








10/1/2010 81.67581 195.8221 37.0286 0.030199719909543 -0.008264207493496 -0.01973159273298








10/8/2010 83.45427 194.9155 37.10652 0.021774623355434 -0.004629712376693 0.002104319363951








10/15/2010 89.95276 192.1957 38.06773 0.077868873575912 -0.013953738927895 0.025904072923033








10/22/2010 85.84845 190.3826 39.57451 -0.045627393756456 -0.009433613759309 0.039581556347069








10/29/2010 87.55573 191.2919 38.9694 0.019887138323406 0.004776171772 -0.015290397783826








11/5/2010 92.00492 190.8358 40.09407 0.05081552058329 -0.002384314233901 0.028860336571772








11/12/2010 95.08315 195.278 39.7477 0.033457232504523 0.023277603049323 -0.008638933388404








11/19/2010 94.19392 191.2891 37.15854 -0.009352130214449 -0.020426776185746 -0.065139869728311








11/26/2010 93.71505 191.9238 37.40956 -0.00508387377869 0.003318014460834 0.006755378440595








12/3/2010 99.11904 190.3826 38.79516 0.057664057160509 -0.008030270346877 0.03703866070598








12/10/2010 109.37983 191.2891 38.62197 0.103519868634724 0.004761464545604 -0.004464216670327








12/17/2010 106.02799 192.2863 38.78649 -0.030644041044862 0.005213051867566 0.004259751638769








12/24/2010 111.50041 193.1023 37.88587 0.051612975026689 0.004243672066081 -0.023219940757723








12/31/2010 118.34194 194.8208 37.54092 0.061358787828673 0.008899427919812 -0.009104977660537








1/7/2011 111.15838 194.4622 34.85507 -0.060701725863206 -0.001840665883725 -0.0715445972022








1/14/2011 120.05106 193.5556 35.76427 0.08000008636326 -0.004662088570427 0.026085157769013








1/21/2011 119.70903 194.4622 36.96801 -0.002849037734444 0.004683925445712 0.033657614149541








1/28/2011 116.6308 198.0885 36.01548 -0.025714267336391 0.018647840042949 -0.025766331484979








2/4/2011 120.32466 196.7287 36.54361 0.031671393834219 -0.006864608495698 0.014663972269702








2/11/2011 121.62443 203.2561 36.50903 0.010802191338002 0.033179703825624 -0.000946266666046








2/18/2011 113.89459 203.7999 36.37043 -0.063554994666779 0.002675442459046 -0.00379632107454








2/25/2011 114.98909 204.4346 35.67767 0.009609762851774 0.003114329300456 -0.019047341480428








3/4/2011 124.4974 204.3439 37.66077 0.082688801172355 -0.00044366266767 0.055583786721498








3/11/2011 116.6308 205.0692 36.6303 -0.063186861733659 0.003549408619489 -0.027361894087667








3/18/2011 119.70903 204.2532 37.23646 0.026392942516042 -0.003979144600944 0.016548049019528








3/25/2011 126.89158 204.6159 38.00714 0.060000068499427 0.001775737173273 0.020696919094887








4/1/2011 126.54955 205.7944 38.71723 -0.002695450714697 0.005759571958973 0.01868306849713








4/8/2011 132.43242 204.8913 39.51392 0.046486692366745 -0.004388360421858 0.020577143561148








4/15/2011 132.50084 204.9757 40.05082 0.000516640864828 0.000411925738184 0.013587616718362








4/22/2011 134.07413 206.1583 39.27138 0.011873811516968 0.005769464380412 -0.01946127445081








4/29/2011 133.59452 213.0472 39.57365 -0.003577200165312 0.033415584043912 0.007696953863093








5/6/2011 125.79708 215.3935 39.53116 -0.05836646592989 0.011013052506675 -0.001073694238464








5/13/2011 124.01852 213.9857 37.40956 -0.014138324991327 -0.006535944677996 -0.05366905499358








5/20/2011 124.22379 213.9857 37.66943 0.001655156020246 0 0.006946620061824








5/27/2011 129.96981 213.7041 37.43556 0.046255391177487 -0.001315975787167 -0.006208482581234








6/3/2011 129.62779 214.3611 37.92922 -0.002631534200135 0.003074344385531 0.013186927082165








6/10/2011 128.67013 213.9857 37.23646 -0.007387767700121 -0.001751250576714 -0.018264546436758








6/17/2011 127.23002 213.3287 37.14977 -0.011192263503581 -0.003070298622758 -0.002328094561084








6/24/2011 129.01354 215.8627 35.72969 0.014018075293866 0.01187838298363 -0.038225808665841








7/1/2011 134.55659 221.494 36.39643 0.042964870198895 0.026087415750845 0.018660671279264








7/8/2011 140.5362 223.3709 35.76427 0.044439369338953 0.008473818703893 -0.017368736439261








7/15/2011 141.3502 220.5554 35.47848 0.005792101963764 -0.012604596211951 -0.007990936205325








7/22/2011 139.87018 217.2706 36.43101 -0.010470590066374 -0.014893310252209 0.026848106232285








7/29/2011 141.27626 224.3095 35.60899 0.010052750343211 0.032396928070342 -0.022563744458361








8/5/2011 123.95902 210.2315 31.82742 -0.122577140702904 -0.062761496949527 -0.106197058664118








8/12/2011 120.25872 202.7233 31.12238 -0.029850994304408 -0.035713962940853 -0.022151968334223








8/19/2011 113.15416 201.7847 30.70122 -0.059077296016455 -0.004629956201384 -0.013532384091448








8/26/2011 119.66663 204.8819 31.60765 0.05755396001349 0.015349032904874 0.02952423389038








9/2/2011 122.03488 208.5422 31.62594 0.019790396036055 0.01786541417275 0.000578657381995








9/9/2011 124.03296 204.6004 28.29306 0.016373023843675 -0.018901689921752 -0.105384377507831








9/16/2011 122.4789 205.445 29.20873 -0.012529411537063 0.004128046670485 0.032363766944968








9/23/2011 99.9072 204.6004 27.37739 -0.184290518611777 -0.004111075957069 -0.062698378190356








9/30/2011 96.94705 211.1701 30.12431 -0.029628995708017 0.032109907898518 0.100335349717413








10/7/2011 101.01734 208.3544 30.39905 0.041984671013713 -0.013333800571198 0.009120208894411








10/14/2011 108.04786 212.9532 32.2944 0.069597160249914 0.022072008078543 0.062348987879556








10/21/2011 105.45761 213.9857 32.58743 -0.02397317262924 0.004848483140897 0.009073709373761








10/28/2011 117.29848 216.8012 33.23751 0.112280849148772 0.013157421266935 0.019948796207618








11/4/2011 120.6287 213.9857 31.87324 0.028390990232781 -0.012986551734954 -0.0410460952099








11/11/2011 116.18843 214.9241 30.76524 -0.036809399421531 0.004385339768031 -0.03476270376027








11/18/2011 106.49371 208.3544 29.77641 -0.083439633361084 -0.030567535236858 -0.032141143706339








11/25/2011 95.46693 202.7233 28.96152 -0.103543955788562 -0.02702654707556 -0.02736696599758








12/2/2011 96.05893 213.3287 30.11516 0.006201100213446 0.052314657466606 0.039833544648209








12/9/2011 92.50669 215.5811 30.35322 -0.036979799795813 0.010558354314258 0.007904988716646








12/16/2011 77.85365 213.0472 29.48338 -0.158399787085669 -0.011753813298105 -0.028657256132957








12/23/2011 85.10618 200.5646 29.97779 0.093155940665595 -0.058590772373446 0.01676910856218








12/30/2011 81.85082 212.1073 29.40774 -0.038250571227612 0.05755103343262 -0.019015744656294








1/6/2012 84.36612 210.2315 29.41926 0.030730296898675 -0.008843637159117 0.000391733604827








1/13/2012 91.32261 209.293 29.0988 0.082455966921319 -0.004464126451079 -0.010892864062522








1/20/2012 96.13296 210.0438 30.49059 0.052674250111774 0.003587315390386 0.047829807414739








1/27/2012 99.0932 213.9857 31.80913 0.030793184772424 0.018767038113003 0.043244161559353








2/3/2012 106.49371 211.0762 33.11843 0.074682319271151 -0.013596702957254 0.041161138327266








2/10/2012 100.35131 213.9857 32.45921 -0.057678523924089 0.013784121563682 -0.019904929068196








2/17/2012 101.83134 217.7398 32.73385 0.014748487090004 0.017543695676861 0.008461080845775








2/24/2012 106.19767 216.8012 31.13152 0.042878056991099 -0.004310649683705 -0.048950245693678








3/2/2012 112.04412 216.8012 31.58021 0.055052526105328 0 0.0144127238246








3/9/2012 108.19584 216.8012 31.41541 -0.034346112941938 0 -0.00521845801532








3/16/2012 113.15416 217.7398 31.90068 0.045827270253644 0.004329311830377 0.015446877822063








3/23/2012 105.82768 216.8012 30.78362 -0.064747774187003 -0.004310649683705 -0.035016808419131








3/30/2012 105.90025 220.5578 30.77 0.000685737417659 0.017327394866818 -0.000442443091488








4/6/2012 107.15974 218.6783 30.12431 0.011893173056721 -0.008521575750211 -0.02098440038999








4/13/2012 102.86744 216.8012 30.85688 -0.04005515504237 -0.00858384210962 0.024318233347088








4/20/2012 102.94148 217.7398 29.66657 0.000719761277232 0.004329311830377 -0.038575189714579








4/27/2012 101.90537 220.5554 30.62796 -0.010065038893942 0.012931030523588 0.032406510088629








5/4/2012 100.05527 219.6156 29.96865 -0.018155078579274 -0.004261060939791 -0.021526409202572








5/11/2012 95.46693 220.5578 29.57492 -0.045858054253414 0.004290223463178 -0.01313806260876








5/18/2012 88.36237 219.3339 28.38842 -0.074419068466955 -0.005549112296187 -0.04011845171517








5/25/2012 87.47434 222.4325 28.53132 -0.010049866249626 0.014127319123948 0.005033742631679








6/1/2012 92.87677 222.4325 28.94095 0.061760168753488 0 0.014357204643879








6/8/2012 100.42525 220.4898 30.38895 0.081274144223577 -0.008733885560788 0.050032911842908








6/15/2012 105.16166 221.4611 31.41779 0.047163537058658 0.004405192439741 0.033855727163986








6/22/2012 107.67521 223.3066 32.09416 0.023901771805428 0.008333291941565 0.02152824880426








6/29/2012 107.30734 223.4038 32.96105 -0.003416478128996 0.000435275983782 0.027010833123534








7/6/2012 111.078 221.4611 31.98937 0.035138882391456 -0.008695912961194 -0.029479643397283








7/13/2012 108.52131 222.2382 31.46542 -0.023017069086588 0.003508968392192 -0.016378878358655








7/20/2012 108.06148 222.9181 30.29368 -0.004237232300274 0.003059330034171 -0.03723897535771








7/27/2012 114.86705 222.9181 30.66521 0.062978685836988 0 0.012264274264467








8/3/2012 117.44213 223.3066 31.00816 0.022417917061507 0.001742792532325 0.011183683398875








8/10/2012 119.09754 221.2669 32.77053 0.014095537947072 -0.009134078437449 0.056835684542392








8/17/2012 124.15574 221.364 33.32305 0.042471070351243 0.000438836536328 0.016860270493032








8/24/2012 121.76459 225.3464 33.33258 -0.019259278709144 0.017990278455395 0.000285988227368








8/31/2012 119.46541 226.3177 33.91368 -0.018882172559362 0.004310253014914 0.017433393994704








9/7/2012 126.63885 226.8034 35.15211 0.060046167338312 0.002146098162009 0.036517122294012








9/14/2012 139.79016 229.2317 36.2 0.103848937352163 0.010706629618427 0.029810159333252








9/21/2012 139.9741 230.203 35.04732 0.001315829383127 0.004237197560372 -0.031841988950276








9/28/2012 140.25 232.6313 33.91368 0.001971078935317 0.010548515875119 -0.032345982517351








10/5/2012 144.29656 231.1743 34.86632 0.02885247771836 -0.006263129682033 0.028090139436357








10/12/2012 144.84836 231.1743 34.58053 0.003824068986814 0 -0.008196735416872








10/19/2012 148.25115 230.6887 35.05684 0.023492085101965 -0.002100579519436 0.013773935795663








10/26/2012 146.87164 231.2715 33.77079 -0.009305222927444 0.002526348278004 -0.036684709745659








11/2/2012 149.44672 230.7858 34.96158 0.017532860666634 -0.002100129069081 0.035260945923978








11/9/2012 151.7459 230.203 34.05658 0.015384613325739 -0.002525285351178 -0.025885557803738








11/16/2012 156.34426 231.1743 33.24684 0.030303026309113 0.004219319470207 -0.023776315766292








11/23/2012 166.46066 231.66 33.03726 0.064705925244713 0.002101012093472 -0.006303756988634








11/30/2012 164.34541 232.1457 33.15158 -0.012707206615665 0.002096607096607 0.00346033539101








12/7/2012 161.95426 232.1457 33.72316 -0.014549539290449 0 0.017241410514974








12/14/2012 175.28951 232.6313 34.10421 0.08233960625673 0.002091789768236 0.011299356288082








12/21/2012 173.3582 235.9338 34.67579 -0.011017829874703 0.014196283991019 0.01675980766011








12/28/2012 174.7377 234.9625 35.15211 0.007957512249204 -0.004116832772583 0.013736384953306








1/4/2013 177.95656 234.9625 34.96158 0.018421096306063 0 -0.005420158277839








1/11/2013 175.47344 251.5721 34.21853 -0.01395351764498 0.070690429323828 -0.021253330084052








1/18/2013 172.89836 266.1419 34.56147 -0.014675041419374 0.057915007268294 0.010022055301616








1/25/2013 172.43852 258.6627 33.05632 -0.002659597233889 -0.028102301817189 -0.043549941596813








2/1/2013 173.91 241.8589 32.86579 0.008533360179616 -0.064964140558341 -0.005763799479192








2/8/2013 174.7377 262.2566 33.89463 0.00475935828877 0.084337189989701 0.031304283268408








2/15/2013 170.59918 267.1132 33.68505 -0.023684184924032 0.018518504396076 -0.00618328036034








2/22/2013 165.08115 262.1595 32.98963 -0.032344997203386 -0.01854532086022 -0.020644766743704








3/1/2013 160.02295 266.1419 33.62789 -0.030640687928331 0.015190752194752 0.019347291861109








3/8/2013 160.02295 265.3648 32.58 0 -0.002919870941028 -0.031161336616719








3/15/2013 155.97639 261.091 33.35163 -0.025287372842458 -0.016105376447818 0.023684162062615








3/22/2013 145.86 243.8015 32.15132 -0.064858469926122 -0.066220206747839 -0.035989545338564








3/29/2013 145.12426 244.7728 32.91342 -0.005044151926505 0.003983978769614 0.023703536899885








4/5/2013 146.77967 261.2853 33.14205 0.011406845416473 0.067460518488983 0.0069464066633








4/12/2013 148.80295 262.1595 32.92295 0.013784470288017 0.0033457680168 -0.006610936861178








4/19/2013 131.23721 257.4 32.33232 -0.118046987643726 -0.018154978171686 -0.017939765421993








4/26/2013 135.28377 257.4 31.17011 0.03083393802718 0 -0.035945765722967








5/3/2013 131.78902 264 31.24632 -0.025832736624652 0.025641025641026 0.00244497051823








5/10/2013 134.31811 267.2 31.60832 0.019190445455927 0.012121212121212 0.011585364292499








5/17/2013 129.67377 268 32.43711 -0.034577169080178 0.002994011976048 0.026220627986555








5/24/2013 130.40951 279 32.10368 0.005673776585658 0.041044776119403 -0.01027927580478








5/31/2013 136.38738 292 33.16111 0.045839218320811 0.046594982078853 0.032937968482118








6/7/2013 139.79016 292 34.19947 0.024949375814683 0 0.031312582721145








6/14/2013 142.27328 293.2 35.10447 0.017763195921659 0.004109589041096 0.026462398393893








6/21/2013 113.11967 296.3 32.44663 -0.204912756632869 0.010572987721692 -0.075712295328772








6/28/2013 111.28033 280 33.91368 -0.016260125228442 -0.055011812352346 0.04521424875249








7/5/2013 114.96 282.1 32.86579 0.0330666704529 0.0075 -0.030898740567228








7/12/2013 119.5 293.65 34.24711 0.039491997216423 0.040942928039702 0.042029112946928








7/19/2013 114.9 303 35.04732 -0.038493723849372 0.031840626596288 0.023365767213642








7/26/2013 112 308 34.48526 -0.025239338555266 0.016501650165017 -0.016037174882416








8/2/2013 117.35 328.5 37.15263 0.047767857142857 0.066558441558442 0.077348119167436








8/9/2013 125.95 327 37.15263 0.073285044737964 -0.004566210045662 0








8/16/2013 124 343 37.15263 -0.015482334259627 0.048929663608563 0








8/23/2013 129.1 340 36.83826 0.041129032258065 -0.008746355685131 -0.008461581320084








8/30/2013 122.6 311.9 36.49532 -0.050348567002324 -0.08264705882353 -0.009309343058005








9/6/2013 120 304 33.55168 -0.021207177814029 -0.025328630971465 -0.080658013137027








9/13/2013 124 320.55 36.05711 0.033333333333333 0.054440789473684 0.074673757022003








9/20/2013 126.45 331 36.1 0.019758064516129 0.032600218374669 0.001189501876329








9/27/2013 124 350 37.29 -0.019375247133254 0.057401812688822 0.032963988919668








10/4/2013 120.8 345 37.45 -0.025806451612903 -0.014285714285714 0.004290694556181








10/11/2013 123 374.6 39.01 0.018211920529801 0.085797101449276 0.041655540720961








10/18/2013 121.35 358 38.9 -0.013414634146342 -0.044313934863855 -0.002819789797488








10/25/2013 121.8 380 40.15 0.003708281829419 0.061452513966481 0.032133676092545








11/1/2013 124.55 375 40.85 0.022577996715928 -0.013157894736842 0.017434620174346








11/8/2013 123.5 367.5 40.45 -0.008430349257326 -0.02 -0.009791921664627








11/15/2013 119.5 378 41.29 -0.032388663967611 0.028571428571429 0.020766378244747








11/22/2013 121.4 383.4 41.5 0.015899581589958 0.014285714285714 0.005085977234197








11/29/2013 118.45 406.1 41.15 -0.024299835255354 0.059207094418362 -0.008433734939759









Sheet 4: zadanie 2b

1, Oblicz ryzyko portfela inwestycyjnego, w którego skład wchodzą akcje spółek: CCC (udział w portfelu - 40%), KGHM (udział w portfelu -20%) oraz PEKAO (udział w portfelu - 40%) na podstawie danych (nototwania tygodniowe):


























data CCC KGHM PEKAO










Zamkniecie Zamkniecie Zamkniecie




ccc kghm pekao

11/30/2007 49.74506 57.95167 202.2318 stopa ccc stopa kghm stopa pekao

0.003767438995836 0.004667520621023 0.00095651373541
0.4
12/7/2007 46.19777 60.51599 208.6406 -0.07130939232961 0.044249285654753 0.031690367192499

0.4 0.2 0.4
0.2
12/14/2007 43.97498 55.64393 201.3275 -0.048114660079913 -0.08050863912166 -0.03505118371017





0.4
12/21/2007 41.7522 55.38744 193.1101 -0.050546469833528 -0.004609487503848 -0.040816083247445






12/28/2007 39.97397 54.25928 186.5362 -0.04259009106107 -0.020368516761201 -0.034042238080763

zysk z portfela



1/4/2008 41.04455 54.87472 183.0842 0.026781928339867 0.01134257586905 -0.018505791369182

0.002823085216703



1/11/2008 36.42658 53.90033 174.2102 -0.1125111616524 -0.017756628188718 -0.048469502010551






1/18/2008 39.95573 48.84866 162.7049 0.096883923772147 -0.093722431755056 -0.066042631258101


Kolumna 1 Kolumna 2 Kolumna 3
1/25/2008 40.86298 47.48966 161.8832 0.022706380286382 -0.027820619849142 -0.005050247411111

Kolumna 1 0.001943412397342 0.000609315328168 0.000602570560144
2/1/2008 41.71592 49.13072 165.582 0.020873171755951 0.03455615390803 0.022848572303982

Kolumna 2 0.000609315328168 0.004702526418145 0.001609931900458
2/8/2008 38.19574 51.02828 146.2702 -0.084384570686683 0.038622678438256 -0.116629826913553

Kolumna 3 0.000602570560144 0.001609931900458 0.002347811056035
2/15/2008 40.72705 53.79769 156.5419 0.066272050233874 0.054272062472025 0.070224146818696






2/22/2008 40.86298 55.28499 156.9528 0.003337585216705 0.027646168450727 0.002624856348364

ryzyko portfela



2/29/2008 36.44462 55.84902 144.6268 -0.108126230637119 0.010202226680334 -0.078533164110484

0.001422598945093



3/7/2008 33.75924 54.61822 136.8203 -0.073683852376565 -0.022037987416789 -0.053976856294961






3/14/2008 37.30653 51.90023 144.0517 0.10507612138188 -0.049763430591477 0.052853268118839






3/21/2008 37.39731 46.77167 150.3798 0.002433354160786 -0.09881574705931 0.043929367025866






3/28/2008 40.14627 53.33611 161.8016 0.073506891271057 0.140350772166142 0.075953020285969






4/4/2008 37.97799 53.02839 167.2245 -0.054009500758103 -0.005769449628029 0.033515737792457






4/11/2008 39.52034 51.84882 155.3918 0.040611680607636 -0.022244122440828 -0.070759368393986






4/18/2008 38.6402 54.0541 167.8821 -0.022270557388929 0.042532886958662 0.080379402259321






4/25/2008 39.26622 52.77198 159.0896 0.01620126189823 -0.02371919983868 -0.052373064192073






5/2/2008 39.24819 52.61812 158.6006 -0.000459173304688 -0.002915562387464 -0.0030737395782






5/9/2008 39.92862 53.95155 164.3459 0.017336595649379 0.025341650366832 0.036224957534839






5/16/2008 39.97397 56.92605 165.6312 0.001135776793688 0.055132799706403 0.007820700120904






5/23/2008 40.81764 56.10552 154.8476 0.021105484393969 -0.014413963378805 -0.065106091122929






5/30/2008 41.30764 52.87453 163.2159 0.012004613691532 -0.057587738247502 0.054042167912192






6/6/2008 40.86298 52.61812 159.6787 -0.010764594636731 -0.004849404807948 -0.021671908190317






6/13/2008 39.66554 50.66924 149.6721 -0.029303785480158 -0.037038191406306 -0.062667093356847






6/20/2008 39.08485 52.3104 145.8761 -0.014639659513018 0.032389670735144 -0.025362108235269






6/27/2008 35.53746 52.05399 141.1317 -0.090761254040888 -0.004901702147183 -0.032523490825434






7/4/2008 35.09291 48.4384 139.3196 -0.012509335219794 -0.069458460340888 -0.012839780148613






7/11/2008 34.99305 50.97844 133.7124 -0.002845589037786 0.052438561141574 -0.040247029133015






7/18/2008 30.20278 47.24521 143.2019 -0.136892039990798 -0.073231546512604 0.070969483757677






7/25/2008 34.69379 43.54583 154.8476 0.148695252556222 -0.078301694499823 0.081323641655593






8/1/2008 35.58271 46.25675 160.8867 0.025621876422265 0.062254411042343 0.039000281567167






8/8/2008 37.13422 41.68193 156.7456 0.043602918383676 -0.098900592886444 -0.025739231397002






8/15/2008 39.08485 44.27991 149.9302 0.052529176592372 0.062328687755102 -0.043480646346692






8/22/2008 37.30653 42.64207 150.1032 -0.045498959315438 -0.036988331728768 0.001153870267631






8/29/2008 36.87104 43.68691 156.4006 -0.011673291512237 0.024502562844627 0.041953802450581






9/5/2008 37.08888 37.89776 148.4641 0.005908159900019 -0.132514522084533 -0.050744690237761






9/12/2008 36.95275 37.53062 145.0999 -0.003670372359586 -0.009687643807972 -0.022660023534309






9/19/2008 35.49212 33.85957 147.515 -0.039526963487156 -0.097814797623914 0.016644394654993






9/26/2008 37.30653 33.32303 150.9653 0.051121488375448 -0.015846037028822 0.023389485815002






10/3/2008 37.30653 25.83938 147.084 0 -0.224578917343351 -0.025709881674796






10/10/2008 33.75924 16.10797 133.5403 -0.095084962337693 -0.376611590525779 -0.092081395665062






10/17/2008 34.92967 15.53188 109.9031 0.034669915554971 -0.03576428314679 -0.17700424516045






10/24/2008 34.64825 12.08661 90.5791 -0.008056760914146 -0.221819251758319 -0.175827615417581






10/31/2008 35.53746 17.19814 107.919 0.025663922420325 0.422908491297394 0.191433785497979






11/7/2008 36.42658 15.93856 108.868 0.02501923322601 -0.073239315414341 0.008793632261233






11/14/2008 37.13422 14.85418 99.8095 0.019426473745271 -0.068035004416961 -0.083206268141235






11/21/2008 35.18359 12.99028 90.5791 -0.052529176592372 -0.125479831266351 -0.092480174732866






11/28/2008 36.42658 16.32262 95.7553 0.035328685901581 0.256525648407887 0.057145632932984






12/5/2008 35.53746 14.99535 100.0685 -0.024408550020342 -0.081314764418948 0.045043981899696






12/12/2008 35.53746 16.49202 105.2448 0 0.099808940771639 0.051727566616868






12/19/2008 34.29448 16.18136 107.7468 -0.034976613410188 -0.01883698904076 0.023773146036669






12/26/2008 33.75924 15.53188 105.2448 -0.015607176431892 -0.04013754097307 -0.023221107262582






1/2/2009 32.42556 15.88209 108.868 -0.039505628681215 0.022547817778659 0.034426403964852






1/9/2009 35.08384 18.46876 106.1078 0.081981005108316 0.162867103762792 -0.025353639269574






1/16/2009 34.13124 17.63858 96.6182 -0.02715210193639 -0.044950500196007 -0.089433576042478






1/23/2009 32.08983 15.53188 93.0811 -0.059810601665805 -0.119437052189009 -0.036609044672743






1/30/2009 33.75924 17.00032 94.0302 0.052023024116987 0.094543609659616 0.010196484570982






2/6/2009 33.75924 19.76789 85.8348 0 0.16279517091443 -0.087157104845039






2/13/2009 32.91537 18.94892 80.7883 -0.024996712011289 -0.041429307832045 -0.058793170136122






2/20/2009 32.87012 18.64387 66.4249 -0.001374737698528 -0.016098542819327 -0.177790595915498






2/27/2009 31.09189 19.28773 66.8562 -0.05409867685302 0.034534675472421 0.006493047035073






3/6/2009 29.31366 24.60813 71.5146 -0.057192727749905 0.275843761811265 0.069677905714055






3/13/2009 27.18156 24.0039 75.9142 -0.072734008649892 -0.024554080297853 0.061520304944725






3/20/2009 24.98598 25.99196 74.5771 -0.080774613377599 0.082822374697445 -0.017613305547579






3/27/2009 26.51926 26.20652 80.2275 0.061365613836239 0.008254860349123 0.07576588523823






4/3/2009 28.29749 30.16019 87.1289 0.067054284320151 0.15086589138886 0.086022872456452






4/10/2009 28.60602 31.74147 99.2064 0.010903087164268 0.052429377931638 0.138616463653277






4/17/2009 28.56068 31.5156 89.544 -0.001584981063427 -0.007115927523205 -0.097396942132766






4/24/2009 29.58582 33.15344 97.7394 0.035893403098246 0.051969183515466 0.091523720182257






5/1/2009 31.53645 33.52067 104.3818 0.065931246793227 0.011076678619172 0.06796031078562






5/8/2009 34.64825 39.53569 102.0527 0.098673122688191 0.179442117356246 -0.022313276835617






5/15/2009 33.31458 37.84129 98.3435 -0.038491698714942 -0.04285747890071 -0.036345927153324






5/22/2009 32.13527 39.64863 98.6885 -0.035399215598696 0.047761056771585 0.003508111873179






5/29/2009 32.244 39.59115 93.5122 0.003383509769795 -0.001449734833209 -0.052450893467831






6/5/2009 34.02232 43.71524 101.7936 0.055151966257288 0.104166966607436 0.088559567628609






6/12/2009 34.56663 49.13716 106.1078 0.015998615026841 0.124028142130753 0.042381839329781






6/19/2009 34.13124 47.04748 106.0208 -0.012595673920194 -0.042527488361151 -0.000819920872924






6/26/2009 34.20379 47.16336 98.8614 0.002125618641456 0.002463043716688 -0.067528258605858






7/3/2009 36.29045 43.37634 97.4804 0.061006689609543 -0.080295805896781 -0.013969051621766






7/10/2009 35.09291 44.47792 90.493 -0.032998764137673 0.025395872496389 -0.071680050553753






7/17/2009 37.13422 50.32611 104.1237 0.058168729808956 0.131485240316993 0.150627120329749






7/24/2009 39.08485 54.86801 120.8586 0.052529176592372 0.090249375522964 0.160721334335987






7/31/2009 39.97397 57.35452 125.6039 0.022748456243276 0.045318027754242 0.039263238197365






8/7/2009 39.97397 58.38226 117.8395 0 0.017919075950771 -0.061816551874584






8/14/2009 39.97397 56.39301 116.3733 0 -0.034072850211691 -0.012442347430191






8/21/2009 38.19574 58.97903 121.6356 -0.044484698417495 0.04585710179329 0.045219135317122






8/28/2009 40.41852 58.34906 124.4819 0.05819444786251 -0.010681253998243 0.023400221645637






9/4/2009 39.73809 55.03382 122.4978 -0.016834609481 -0.05681736775194 -0.015938863401025






9/11/2009 39.97397 56.49252 125.9489 0.005935866570336 0.026505519696797 0.028172750857566






9/18/2009 41.7522 56.09467 124.5678 0.044484698417495 -0.007042525275913 -0.010965558254181






9/25/2009 42.64141 57.35452 134.5753 0.021297320859739 0.022459353090053 0.080337775893931






10/2/2009 42.63214 56.06147 127.846 -0.000217394312243 -0.022544866559776 -0.050003975469496






10/9/2009 41.32578 59.27738 135.4375 -0.030642609073811 0.057363997055375 0.059380035355037






10/16/2009 37.74201 62.99046 140.6137 -0.086719960276612 0.062639070755152 0.038218366405168






10/23/2009 38.55858 67.63186 148.3781 0.021635572668228 0.073684173762186 0.055217948180014






10/30/2009 36.78035 65.57639 135.6966 -0.046117621551416 -0.030392037125698 -0.08546746453823






11/6/2009 37.46996 65.7091 146.4801 0.018749413749461 0.00202374665638 0.079467724320285






11/13/2009 36.27231 70.61537 152.3463 -0.031962937777356 0.074666522597327 0.04004776075385






11/20/2009 40.19171 70.94709 153.0364 0.108054877122521 0.004697560885116 0.004529811357414






11/27/2009 40.82671 69.62065 148.3781 0.015799278010316 -0.018696186129692 -0.03043916349313






12/4/2009 42.64141 73.40078 157.0046 0.044448842436728 0.054296103239484 0.058138633666289






12/11/2009 44.90954 67.1677 143.9779 0.053190783325411 -0.084918443645967 -0.082970180491527






12/18/2009 44.0566 64.84709 140.3548 -0.018992401169106 -0.03454949328323 -0.025164278684437






12/25/2009 45.90738 67.76448 139.7516 0.042009142784509 0.044988757398366 -0.004297679879847






1/1/2010 44.09287 70.2842 139.4926 -0.039525453205999 0.037183492000529 -0.001853288262889






1/8/2010 45.36306 69.28966 148.2913 0.028807151813887 -0.01415026421301 0.063076464271223






1/15/2010 47.22291 70.74799 150.9653 0.040999218306702 0.021046863269354 0.018032076055709






1/22/2010 47.08688 67.83079 148.3781 -0.002880593339123 -0.041233680278408 -0.017137713103607






1/29/2010 48.08699 64.31451 147.5177 0.021239674406119 -0.051838995240952 -0.005798699403753






2/5/2010 49.44579 57.35452 133.7984 0.028257123184462 -0.10821803664523 -0.093001043264639






2/12/2010 48.53844 59.94046 131.5562 -0.018350399498117 0.045086943452757 -0.016758047928824






2/19/2010 46.3611 63.65354 131.9873 -0.044858054770611 0.06194613788416 0.003276926515056






2/26/2010 47.63119 63.91868 135.7825 0.027395596739508 0.004165361423732 0.028754281661948






3/5/2010 48.62933 67.30032 144.4959 0.02095559653244 0.052905347857622 0.064171745254359






3/12/2010 49.89932 67.63186 146.221 0.026115720697777 0.004926276724984 0.011938747050954






3/19/2010 50.35305 67.63186 143.2019 0.009092909482534 0 -0.020647513011127






3/26/2010 51.80461 69.95247 144.3229 0.02882764797763 0.034312378810815 0.007828108425936






4/2/2010 51.80461 72.60462 146.9111 0 0.037913600477581 0.017933397956942






4/9/2010 52.62127 73.59915 148.5501 0.015764234109667 0.013697888646756 0.011156406833793






4/16/2010 52.62127 75.05821 153.5534 0 0.019824413733039 0.033680892843559






4/23/2010 52.57524 73.66555 147.1666 -0.000874741335585 -0.018554399312214 -0.041593347981875






4/30/2010 52.93542 73.26881 145.6214 0.006850753320384 -0.005385692498054 -0.010499665005511






5/7/2010 48.99207 64.97971 136.3857 -0.074493599937433 -0.113132723187397 -0.063422683753899






5/14/2010 51.44177 66.96887 142.2239 0.050001969706526 0.030612017197368 0.042806540568403






5/21/2010 50.35305 61.66438 136.9563 -0.021164124018283 -0.07920829483908 -0.03703737557471






5/28/2010 52.16755 64.78079 146.1745 0.036035552960546 0.050538252391413 0.067307601037703






6/4/2010 49.89932 61.99565 140.468 -0.043479711046426 -0.04299330094616 -0.039038956863201






6/11/2010 49.30967 63.25422 143.8041 -0.011816794296997 0.02030094046921 0.023749893214113






6/18/2010 48.99207 64.5745 144.8576 -0.006440927306956 0.020872599488224 0.007325938551126






6/25/2010 48.99207 62.9328 141.3459 0 -0.025423348225693 -0.024242428426261






7/2/2010 46.27032 62.24874 138.7122 -0.055554909192447 -0.010869689573641 -0.018633013055207






7/9/2010 48.08482 63.58264 136.7806 0.039215203179922 0.021428546184228 -0.013925235127119






7/16/2010 49.89932 64.19826 140.907 0.037735401733853 0.009682202563467 0.030168020903549






7/23/2010 49.89932 71.14133 143.9797 0 0.108150438968283 0.02180658164605






7/30/2010 50.8113 72.98831 143.8919 0.018276401361782 0.02596212356446 -0.000609808188238






8/6/2010 48.99207 75.17722 148.8082 -0.035803649975498 0.029989870980709 0.034166620914728






8/13/2010 50.35305 72.98831 141.3459 0.027779597800216 -0.029116665926194 -0.05014710210862






8/20/2010 50.2664 71.75705 139.59 -0.001720849084614 -0.016869276737604 -0.012422716187735






8/27/2010 48.85348 72.50953 137.8342 -0.028108637181099 0.010486495751985 -0.01257826491869






9/3/2010 51.67016 75.92969 139.59 0.057655667518466 0.047168420482108 0.012738493059052






9/10/2010 51.5778 76.81902 140.029 -0.001787492045699 0.01171254617265 0.00314492442152






9/17/2010 49.86926 79.2132 141.3459 -0.03312549197523 0.031166500171442 0.009404480500468






9/24/2010 52.40895 79.28153 148.2816 0.05092696382501 0.000862608757126 0.049068986083077






10/1/2010 53.10161 81.67581 151.0031 0.01321644490111 0.030199719909543 0.018353592084251






10/8/2010 51.76252 83.45427 156.2706 -0.025217502821478 0.021774623355434 0.034883389811203






10/15/2010 56.47246 89.95276 160.8359 0.090991319587995 0.077868873575912 0.02921406841722






10/22/2010 56.70321 85.84845 163.2941 0.004086062480721 -0.045627393756456 0.015283901168831






10/29/2010 57.16729 87.55573 163.556 0.008184369103619 0.019887138323406 0.001603854640186






11/5/2010 58.91969 92.00492 167.8592 0.030653893161632 0.05081552058329 0.026310254591699






11/12/2010 57.95004 95.08315 165.9278 -0.016457147008072 0.033457232504523 -0.011506071755376






11/19/2010 57.25738 94.19392 159.7824 -0.011952709609864 -0.009352130214449 -0.037036590613508






11/26/2010 57.90381 93.71505 157.0608 0.011289898350222 -0.00508387377869 -0.017033165104542






12/3/2010 58.64271 99.11904 161.4504 0.012760818329571 0.057664057160509 0.027948412334586






12/10/2010 58.50411 109.37983 164.1719 -0.002363465126356 0.103519868634724 0.016856570191217






12/17/2010 60.95145 106.02799 163.2941 0.041831932833437 -0.030644041044862 -0.005346834628825






12/24/2010 63.62963 111.50041 162.4161 0.04393956173315 0.051612975026689 -0.005376801733804






12/31/2010 62.79404 118.34194 157.1468 -0.013132089562677 0.061358787828673 -0.032443212218493






1/7/2011 59.65858 111.15838 151.7054 -0.049932445818106 -0.060701725863206 -0.0346262221057






1/14/2011 58.36562 120.05106 149.2473 -0.021672657981467 0.08000008636326 -0.016203114721032






1/21/2011 59.10441 119.70903 154.6903 0.012657965425537 -0.002849037734444 0.036469671478144






1/28/2011 59.56622 116.6308 148.3693 0.007813460958328 -0.025714267336391 -0.040862290654294






2/4/2011 57.71909 120.32466 152.32 -0.031009689720113 0.031671393834219 0.026627476169261






2/11/2011 55.50281 121.62443 146.6135 -0.038397694766151 0.010802191338002 -0.037463891806723






2/18/2011 54.94864 113.89459 143.2774 -0.009984539521513 -0.063554994666779 -0.022754384828137






2/25/2011 55.04091 114.98909 143.2774 0.001679204435269 0.009609762851774 0






3/4/2011 54.94864 124.4974 150.1251 -0.001676389434695 0.082688801172355 0.047793301665162






3/11/2011 53.56332 116.6308 147.6669 -0.025211179020991 -0.063186861733659 -0.016374343797273






3/18/2011 53.56332 119.70903 146.7891 0 0.026392942516042 -0.005944460132907






3/25/2011 54.94864 126.89158 148.8082 0.025863221323846 0.060000068499427 0.013755108519638






4/1/2011 54.02513 126.54955 153.6368 -0.016806785390867 -0.002695450714697 0.032448480661684






4/8/2011 54.4407 132.43242 153.2856 0.00769216103691 0.046486692366745 -0.002285910667236






4/15/2011 54.94864 132.50084 154.5148 0.009330151890038 0.000516640864828 0.008019018094329






4/22/2011 55.04091 134.07413 153.6368 0.001679204435269 0.011873811516968 -0.005682303572215






4/29/2011 54.48782 133.59452 152.7583 -0.010048707406909 -0.003577200165312 -0.005718031096716






5/6/2011 54.94864 125.79708 154.4315 0.008457302934858 -0.05836646592989 0.01095325098538






5/13/2011 54.02513 124.01852 149.7777 -0.016806785390867 -0.014138324991327 -0.030135043692511






5/20/2011 54.02513 124.22379 150.8566 0 0.001655156020246 0.007203342019539






5/27/2011 53.10161 129.96981 149.9423 -0.017094267056831 0.046255391177487 -0.006060722566994






6/3/2011 55.08714 129.62779 153.5994 0.037391145014247 -0.002631534200135 0.024390048705402






6/10/2011 54.94864 128.67013 153.5994 -0.002514198413641 -0.007387767700121 0






6/17/2011 54.67156 127.23002 157.1652 -0.005042526985199 -0.011192263503581 0.023214934433338






6/24/2011 54.48684 129.01354 149.028 -0.003378721953425 0.014018075293866 -0.051774820380084






7/1/2011 52.54744 134.55659 151.1309 -0.035593915888681 0.042964870198895 0.014110771130258






7/8/2011 53.56332 140.5362 152.7766 0.019332625909083 0.044439369338953 0.01088923575523






7/15/2011 51.62403 141.3502 150.8566 -0.036205560073573 0.005792101963764 -0.012567369610268






7/22/2011 51.62403 139.87018 148.1138 0 -0.010470590066374 -0.018181504819809






7/29/2011 51.71274 141.27626 145.6452 0.001718385798242 0.010052750343211 -0.016666914224063






8/5/2011 47.09881 123.95902 131.2909 -0.08922230769439 -0.122577140702904 -0.098556629398017






8/12/2011 41.37309 120.25872 130.2852 -0.121568251936726 -0.029850994304408 -0.007660089160787






8/19/2011 36.93767 113.15416 118.491 -0.107205432323281 -0.059077296016455 -0.090526015234271






8/26/2011 36.47833 119.66663 122.4225 -0.012435543443861 0.05755396001349 0.03317973516976






9/2/2011 40.28693 122.03488 129.9195 0.104407191886251 0.019790396036055 0.061238742878147






9/9/2011 39.42571 124.03296 118.8567 -0.021377156313474 0.016373023843675 -0.085151189775207






9/16/2011 36.55492 122.4789 123.8853 -0.072815175681047 -0.012529411537063 0.042308090330625






9/23/2011 35.8659 99.9072 113.5539 -0.018848899135876 -0.184290518611777 -0.08339488220152






9/30/2011 40.57397 96.94705 122.6967 0.131268698122729 -0.029628995708017 0.080515068174673






10/7/2011 40.38264 101.01734 127.9995 -0.004715584893467 0.041984671013713 0.043218766274888






10/14/2011 39.42571 108.04786 130.651 -0.023696568624538 0.069597160249914 0.020714924667675






10/21/2011 38.08603 105.45761 130.2852 -0.033979857306311 -0.02397317262924 -0.002799825489281






10/28/2011 41.14815 117.29848 139.4281 0.080400083705233 0.112280849148772 0.070176044554562






11/4/2011 43.30125 120.6287 134.5824 0.05232556020137 0.028390990232781 -0.034754113410424






11/11/2011 43.55004 116.18843 126.171 0.005745561617736 -0.036809399421531 -0.0625






11/18/2011 43.06201 106.49371 123.8853 -0.011206189477668 -0.083439633361084 -0.018115890339302






11/25/2011 42.10508 95.46693 121.1424 -0.022222139653955 -0.103543955788562 -0.022140641383603






12/2/2011 42.58355 96.05893 132.5709 0.011363711932147 0.006201100213446 0.094339389016562






12/9/2011 42.48783 92.50669 131.9309 -0.002247816351619 -0.036979799795813 -0.004827605454892






12/16/2011 42.48783 77.85365 128.5481 0 -0.158399787085669 -0.025640695242737






12/23/2011 44.49741 85.10618 132.5709 0.047297779152289 0.093155940665595 0.031294122589132






12/30/2011 44.97814 81.85082 129.0989 0.01080355013921 -0.038250571227612 -0.026189759592792






1/6/2012 45.93281 84.36612 127.3596 0.021225199619193 0.030730296898675 -0.013472616730274






1/13/2012 44.66971 91.32261 127.4509 -0.027498861924624 0.082455966921319 0.000716867829359






1/20/2012 44.59312 96.13296 139.5195 -0.001714584670462 0.052674250111774 0.094692152036588






1/27/2012 48.8036 99.0932 142.9937 0.094419946395319 0.030793184772424 0.024901178688284






2/3/2012 51.67449 106.49371 146.5595 0.058825373538018 0.074682319271151 0.024936762948298






2/10/2012 50.71756 100.35131 143.5423 -0.018518421758976 -0.057678523924089 -0.020586860626572






2/17/2012 51.67449 101.83134 146.5595 0.01886782408302 0.014748487090004 0.021019587954213






2/24/2012 50.14338 106.19767 139.4281 -0.029629900556348 0.042878056991099 -0.048658735871779






3/2/2012 52.63143 112.04412 142.5366 0.049618713377519 0.055052526105328 0.022294645053615






3/9/2012 53.20551 108.19584 138.6052 0.010907550868369 -0.034346112941938 -0.027581687791066






3/16/2012 55.50222 113.15416 139.6109 0.043166769757493 0.045827270253644 0.007255860530485






3/23/2012 55.02375 105.82768 140.6167 -0.008620736251631 -0.064747774187003 0.007204308546109






3/30/2012 54.97329 105.90025 141.7143 -0.000917058542902 0.000685737417659 0.007805616260373






4/6/2012 54.54529 107.15974 133.4853 -0.007785599151879 0.011893173056721 -0.058067534468999






4/13/2012 53.77968 102.86744 133.211 -0.014036225675948 -0.04005515504237 -0.0020549079187






4/20/2012 53.73188 102.94148 131.6567 -0.000888811536253 0.000719761277232 -0.011667955349033






4/27/2012 53.97111 101.90537 138.971 0.004452291637665 -0.010065038893942 0.055555850936565






5/4/2012 60.28688 100.05527 136.2281 0.11702131010461 -0.018155078579274 -0.019737211360644






5/11/2012 54.54529 95.46693 129.9195 -0.095237802984663 -0.045858054253414 -0.046309094819645






5/18/2012 50.52614 88.36237 121.5996 -0.073684638948661 -0.074419068466955 -0.064038885617633






5/25/2012 51.14812 87.47434 120.1367 0.012310063662097 -0.010049866249626 -0.012030467205484






6/1/2012 50.71756 92.87677 126.1731 -0.008417904705002 0.061760168753488 0.05024609465717






6/8/2012 51.19603 100.42525 127.085 0.009434010626694 0.081274144223577 0.007227372554055






6/15/2012 54.25815 105.16166 134.8937 0.05981166899074 0.047163537058658 0.061444702364559






6/22/2012 54.97585 107.67521 136.6036 0.013227505913858 0.023901771805428 0.012675907029016






6/29/2012 56.46171 107.30734 143.9182 0.027027503894892 -0.003416478128996 0.053546173014474






7/6/2012 54.73662 111.078 141.7333 -0.030553272297279 0.035138882391456 -0.015181540625161






7/13/2012 56.65048 108.52131 136.9836 0.034964891876773 -0.023017069086588 -0.033511531870069






7/20/2012 57.70312 108.06148 134.1337 0.018581307695892 -0.004237232300274 -0.020804680268295






7/27/2012 55.59783 114.86705 129.8589 -0.036484855584932 0.062978685836988 -0.031869694193182






8/3/2012 55.50222 117.44213 139.6434 -0.00171967143322 0.022417917061507 0.075347165269381






8/10/2012 55.50222 119.09754 147.2431 0 0.014095537947072 0.054422192527538






8/17/2012 54.54529 124.15574 149.618 -0.017241292330289 0.042471070351243 0.016129108936174






8/24/2012 55.69355 121.76459 145.0582 0.021051496838682 -0.019259278709144 -0.030476279592028






8/31/2012 53.59329 119.46541 143.0633 -0.037711009623197 -0.018882172559362 -0.013752411101199






9/7/2012 52.15414 126.63885 151.2329 -0.026853175089643 0.060046167338312 0.057104792074557






9/14/2012 51.67114 139.79016 153.7978 -0.009261009768352 0.103848937352163 0.016959933982619






9/21/2012 51.957 139.9741 151.7079 0.00553229520386 0.001315829383127 -0.01358862090355






9/28/2012 54.60857 140.25 149.9029 0.051033931905229 0.001971078935317 -0.011897864250972






10/5/2012 53.52429 144.29656 151.6129 -0.019855491546473 0.02885247771836 0.011407384380156






10/12/2012 57.17143 144.84836 146.1031 0.068139904331286 0.003824068986814 -0.036341234815771






10/19/2012 56.18571 148.25115 144.0132 -0.017241478829548 0.023492085101965 -0.01430428238689






10/26/2012 58.05857 146.87164 145.3432 0.033333386727693 -0.009305222927444 0.009235264545194






11/2/2012 57.71357 149.44672 146.9581 -0.005942275188659 0.017532860666634 0.011110942926811






11/9/2012 59.63571 151.7459 144.8682 0.033304818953324 0.015384613325739 -0.014221060288613






11/16/2012 61.01571 156.34426 148.668 0.023140497530758 0.030303026309113 0.02622935882409






11/23/2012 65.64857 166.46066 146.8631 0.075928969768606 0.064705925244713 -0.012140474076466






11/30/2012 69.59143 164.34541 149.808 0.060060104888804 -0.012707206615665 0.020052007617979






12/7/2012 68.01429 161.95426 155.7927 -0.022662847997232 -0.014549539290449 0.039949134892663






12/14/2012 73.73143 175.28951 154.0828 0.084057923709856 0.08233960625673 -0.010975482163157






12/21/2012 71.02071 173.3582 159.5925 -0.036764782671379 -0.011017829874703 0.035758046972148






12/28/2012 71.95714 174.7377 159.1175 0.013185308904966 0.007957512249204 -0.002976330341338






1/4/2013 73.63286 177.95656 159.4975 0.023287751569893 0.018421096306063 0.002388172262636






1/11/2013 70.87286 175.47344 157.2176 -0.037483264944483 -0.01395351764498 -0.014294267935234






1/18/2013 71.56286 172.89836 161.4924 0.009735743696529 -0.014675041419374 0.027190340012823






1/25/2013 73.09071 172.43852 160.2575 0.021349761594213 -0.002659597233889 -0.00764679947787






2/1/2013 71.95714 173.91 146.7681 -0.015509084533452 0.008533360179616 -0.084173283621671






2/8/2013 67.62 174.7377 151.2329 -0.060273935289813 0.00475935828877 0.030420779447305






2/15/2013 69.59143 170.59918 151.8979 0.0291545400769 -0.023684184924032 0.004397191351882






2/22/2013 68.75357 165.08115 151.5179 -0.012039700865466 -0.032344997203386 -0.002501680405062






3/1/2013 70.47857 160.02295 151.0429 0.025089606256083 -0.030640687928331 -0.003134943132132






3/8/2013 77.13214 160.02295 152.6578 0.094405576049571 0 0.010691664421168






3/15/2013 76.88571 155.97639 155.9827 -0.003194906818351 -0.025287372842458 0.021780085917654






3/22/2013 73.92857 145.86 146.2931 -0.038461503444528 -0.064858469926122 -0.062119709429315






3/29/2013 69.78857 145.12426 149.143 -0.056000001082126 -0.005044151926505 0.019480754731426






4/5/2013 69 146.77967 144.3932 -0.011299414789557 0.011406845416473 -0.031847287502598






4/12/2013 70.82357 148.80295 150.7579 0.026428550724638 0.013784470288017 0.044078945545912






4/19/2013 69.98571 131.23721 147.1481 -0.011830242389645 -0.118046987643726 -0.023944350511648






4/26/2013 69.97586 135.28377 145.3432 -0.000140743017396 0.03083393802718 -0.012265873633435






5/3/2013 70.67571 131.78902 140.8784 0.010001306164726 -0.025832736624652 -0.030719015406294






5/10/2013 72.94286 134.31811 143.1583 0.032078206218233 0.019190445455927 0.016183460345944






5/17/2013 75.11143 129.67377 152.5153 0.029729708980427 -0.034577169080178 0.065361212028922






5/24/2013 81.32143 130.40951 153.8928 0.082677163781864 0.005673776585658 0.0090318807359






5/31/2013 77.77286 136.38738 157.9301 -0.043636345302831 0.045839218320811 0.026234495700904






6/7/2013 79.39929 139.79016 159.1175 0.020912565128761 0.024949375814683 0.00751851610301






6/14/2013 80.82857 142.27328 160.3525 0.018001168524303 0.017763195921659 0.007761559853567






6/21/2013 85.45157 113.11967 147.8 0.057195122962091 -0.204912756632869 -0.078280662914516






6/28/2013 83.78571 111.28033 150 -0.019494785174807 -0.016260125228442 0.0148849797023






7/5/2013 84.57429 114.96 143.3 0.009411867489098 0.0330666704529 -0.044666666666667






7/12/2013 85.51071 119.5 152 0.011072159163264 0.039491997216423 0.060711793440335






7/19/2013 87.72857 114.9 159 0.025936634136239 -0.038493723849372 0.046052631578947






7/26/2013 89.20714 112 161 0.016853916574726 -0.025239338555266 0.012578616352201






8/2/2013 95.51571 117.35 164.9 0.070718218295083 0.047767857142857 0.024223602484472






8/9/2013 100.395 125.95 172 0.051083638492558 0.073285044737964 0.043056397816859






8/16/2013 106.45714 124 177.9 0.060382887594004 -0.015482334259627 0.034302325581395






8/23/2013 99.65571 129.1 173.9 -0.063888904022783 0.041129032258065 -0.022484541877459






8/30/2013 96.64929 122.6 174 -0.030168065633169 -0.050348567002324 0.000575043128235






9/6/2013 98.57143 120 163.5 0.019887781896794 -0.021207177814029 -0.060344827586207






9/13/2013 102.51429 124 171 0.040000028405797 0.033333333333333 0.045871559633028






9/20/2013 111.38571 126.45 177 0.086538374308596 0.019758064516129 0.035087719298246






9/27/2013 113 124 182 0.014492792657155 -0.019375247133254 0.028248587570622






10/4/2013 117.7 120.8 183.2 0.041592920353982 -0.025806451612903 0.006593406593407






10/11/2013 126.4 123 193 0.073916737468139 0.018211920529801 0.05349344978166






10/18/2013 133.9 121.35 196 0.059335443037975 -0.013414634146342 0.015544041450777






10/25/2013 139 121.8 191.95 0.038088125466766 0.003708281829419 -0.020663265306123






11/1/2013 130 124.55 193 -0.064748201438849 0.022577996715928 0.005470174524616






11/8/2013 119.9 123.5 191.7 -0.077692307692308 -0.008430349257326 -0.006735751295337






11/15/2013 118.7 119.5 190 -0.01000834028357 -0.032388663967611 -0.00886802295253






11/22/2013 125.5 121.4 191.8 0.057287278854254 0.015899581589958 0.009473684210526






11/29/2013 119.2 118.45 188.35 -0.050199203187251 -0.024299835255354 -0.017987486965589







Sheet 5: zadanie 3a

3. Na podstawie danych obliczonych w zadaniu 1a i 2a dokonaj optymalizacji tego portfela inwestycyjnego (udziałów poszczególnych spółek w portfelu) ze względu na osiągnięcie maksymalnego zysku z portfela


































data KGHM BZWBK PKO BP



KGHM BZWBK PKO BP

Zamkniecie Zamkniecie Zamkniecie stopy zwrotu

zysk 0.004667520621023 0.003472868369026 0.001519943694704 0.321793623193909
11/30/2007 57.95167 205.256 36.40644 KGHM BZWBK PKO BP udział 0.321793623193909 0.678206376806091 0 0.678206376806091
12/7/2007 60.51599 224.9088 39.24404 0.044249285654753 0.095747749152278 0.077942254172613



0
12/14/2007 55.64393 214.8639 37.78804 -0.08050863912166 -0.044662103039099 -0.037101175108373 zysk z portfela
0.003857299845653
1
12/21/2007 55.38744 218.4449 37.93665 -0.004609487503848 0.016666364149585 0.003932725804249




12/28/2007 54.25928 219.2309 38.22625 -0.020368516761201 0.003598161367008 0.007633778944635




1/4/2008 54.87472 205.256 36.25792 0.01134257586905 -0.063745119871332 -0.051491579739054
KGHM BZWBK PKO BP
1/11/2008 53.90033 178.0928 33.5835 -0.017756628188718 -0.132338153330475 -0.073760987944151 KGHM 0.004702526418145 0.001887219259655 0.001824295271695
1/18/2008 48.84866 170.756 33.06365 -0.093722431755056 -0.04119649980235 -0.015479327646017 BZWBK 0.001887219259655 0.002583856956002 0.001588708644779
1/25/2008 47.48966 157.13 33.06365 -0.027820619849142 -0.079798074445408 0 PKO BP 0.001824295271695 0.001588708644779 0.002227044978539
2/1/2008 49.13072 166.8258 32.78882 0.03455615390803 0.061705594094062 -0.008312149445086




2/8/2008 51.02828 156.257 30.52308 0.038622678438256 -0.063352311213254 -0.069100992350442




2/15/2008 53.79769 165.9519 32.69956 0.054272062472025 0.062044580402798 0.071306041198988 ryzyko portfela
0.002499175698316

2/22/2008 55.28499 156.6059 32.23162 0.027646168450727 -0.056317523330556 -0.014310284297403




2/29/2008 55.84902 151.1039 30.52308 0.010202226680334 -0.035132775968211 -0.053008195058145




3/7/2008 54.61822 135.6439 29.8991 -0.022037987416789 -0.102313705999647 -0.020442891084386




3/14/2008 51.90023 140.623 29.81003 -0.049763430591477 0.036707142746559 -0.002979019435368




3/21/2008 46.77167 150.2299 30.27063 -0.09881574705931 0.068316704948693 0.015451175325889




3/28/2008 53.33611 158.4409 32.67002 0.140350772166142 0.05465623021782 0.079264620524912




4/4/2008 53.02839 156.3439 33.08594 -0.005769449628029 -0.013235218936525 0.012730938028198




4/11/2008 51.84882 144.5529 31.97918 -0.022244122440828 -0.075417077353194 -0.033451067130026




4/18/2008 54.0541 143.155 33.21226 0.042532886958662 -0.009670508166906 0.038558837343547




4/25/2008 52.77198 140.5304 33.4127 -0.02371919983868 -0.018333973664909 0.006035120765645




5/2/2008 52.61812 144.5792 33.42765 -0.002915562387464 0.028810848044267 0.000447434658079




5/9/2008 53.95155 158.3693 34.99502 0.025341650366832 0.095380939996902 0.046888429189608




5/16/2008 56.92605 154.3658 35.97546 0.055132799706403 -0.025279520715189 0.028016557784508




5/23/2008 56.10552 150.2735 35.74521 -0.014413963378805 -0.026510405802322 -0.006400196133698




5/30/2008 52.87453 145.9137 36.5921 -0.057587738247502 -0.029012433995349 0.023692405220168




6/6/2008 52.61812 148.2273 34.88365 -0.004849404807948 0.015855947728006 -0.046689039437474




6/13/2008 50.66924 137.0165 33.35325 -0.037038191406306 -0.07563249145063 -0.043871555872164




6/20/2008 52.3104 129.1873 33.82871 0.032389670735144 -0.057140563362807 0.014255282468725




6/27/2008 52.05399 121.0017 32.69956 -0.004901702147183 -0.063362265485849 -0.033378452799412




7/4/2008 48.4384 118.3327 31.05789 -0.069458460340888 -0.022057541340328 -0.050204651071758




7/11/2008 50.97844 118.3327 32.40986 0.052438561141574 0 0.04353064551391




7/18/2008 47.24521 126.5173 33.26418 -0.073231546512604 0.069166003987064 0.026359879370044




7/25/2008 43.54583 133.3685 36.19095 -0.078301694499823 0.05415227798886 0.087985634998368




8/1/2008 46.25675 147.8711 37.78804 0.062254411042343 0.108740819608828 0.044129540672461




8/8/2008 41.68193 142.7996 35.62652 -0.098900592886444 -0.034296762518166 -0.05720116735348




8/15/2008 44.27991 149.9172 35.73026 0.062328687755102 0.049843276871924 0.002911875759968




8/22/2008 42.64207 149.7395 35.99042 -0.036988331728768 -0.001185320963839 0.007281223254463




8/29/2008 43.68691 156.2342 36.399 0.024502562844627 0.043373325007764 0.011352465461642




9/5/2008 37.89776 151.2516 34.13336 -0.132514522084533 -0.031891864905379 -0.062244567158438




9/12/2008 37.53062 145.9137 33.27904 -0.009687643807972 -0.035291527494585 -0.025028886696182




9/19/2008 33.85957 144.8458 33.33096 -0.097814797623914 -0.007318709620824 0.001560141157918




9/26/2008 33.32303 145.0234 33.35325 -0.015846037028822 0.001226131513651 0.00066874761483




10/3/2008 25.83938 136.8389 33.05632 -0.224578917343351 -0.05643572002863 -0.008902580708027




10/10/2008 16.10797 105.4311 25.99922 -0.376611590525779 -0.229523914617846 -0.213487163725424




10/17/2008 15.53188 94.844 21.24511 -0.03576428314679 -0.100417239315534 -0.182855870291493




10/24/2008 12.08661 84.0337 18.37788 -0.221819251758319 -0.113979798405803 -0.134959527157073




10/31/2008 17.19814 107.6559 23.02796 0.422908491297394 0.281103890462993 0.253025920291132




11/7/2008 15.93856 105.8763 22.87935 -0.073239315414341 -0.016530445614221 -0.006453459186137




11/14/2008 14.85418 91.641 22.35931 -0.068035004416961 -0.13445218618331 -0.022729666708189




11/21/2008 12.99028 83.6333 21.1709 -0.125479831266351 -0.087381194007049 -0.053150566810872




11/28/2008 16.32262 94.31 23.77063 0.256525648407887 0.127660871925417 0.12279733029772




12/5/2008 14.99535 87.9929 24.0307 -0.081314764418948 -0.066982292439826 0.01094081225445




12/12/2008 16.49202 93.9538 25.85823 0.099808940771639 0.067742965625636 0.07604980296038




12/19/2008 16.18136 95.1994 25.99922 -0.01883698904076 0.013257579789216 0.005452422690958




12/26/2008 15.53188 96.9791 25.54605 -0.04013754097307 0.018694445553228 -0.017430138288764




1/2/2009 15.88209 98.5809 26.37065 0.022547817778659 0.016516960870951 0.032278962892502




1/9/2009 18.46876 99.4704 25.50147 0.162867103762792 0.009023046046445 -0.032960128021114




1/16/2009 17.63858 87.1922 22.65653 -0.044950500196007 -0.12343571554955 -0.111559843412948




1/23/2009 15.53188 74.2913 21.05935 -0.119437052189009 -0.147959335812148 -0.070495349464371




1/30/2009 17.00032 78.2951 20.65096 0.094543609659616 0.05389325533407 -0.01939233642064




2/6/2009 19.76789 74.7361 18.94232 0.16279517091443 -0.045456229061589 -0.082739010680375




2/13/2009 18.94892 70.599 18.6451 -0.041429307832045 -0.055356113043094 -0.015690791835425




2/20/2009 18.64387 61.8353 14.87153 -0.016098542819327 -0.124133486310004 -0.202389367715915




2/27/2009 19.28773 62.7251 14.25508 0.034534675472421 0.014389838813752 -0.041451686544693




3/6/2009 24.60813 65.3942 15.53275 0.275843761811265 0.042552343479724 0.08962910064342




3/13/2009 24.0039 61.3905 16.63952 -0.024554080297853 -0.061224084093085 0.071253963399913




3/20/2009 25.99196 68.4192 16.70649 0.082822374697445 0.114491655875095 0.004024755521794




3/27/2009 26.20652 67.4405 17.07773 0.008254860349123 -0.014304464243955 0.02222130441523




4/3/2009 30.16019 71.1773 17.23377 0.15086589138886 0.055408841868017 0.009137045731488




4/10/2009 31.74147 75.0031 19.64812 0.052429377931638 0.053750282744639 0.140094129142956




4/17/2009 31.5156 67.1735 18.97947 -0.007115927523205 -0.104390351865456 -0.034031245737506




4/24/2009 33.15344 73.6685 18.86049 0.051969183515466 0.096689914921807 -0.006268878951836




5/1/2009 33.52067 79.0068 19.95992 0.011076678619172 0.072463807461805 0.058292759095867




5/8/2009 39.53569 81.4091 20.79947 0.179442117356246 0.030406243513217 0.042061791830829




5/15/2009 37.84129 81.7649 19.87085 -0.04285747890071 0.004370518774928 -0.044646329930522




5/22/2009 39.64863 83.4109 19.40291 0.047761056771585 0.020130887459044 -0.023549068107303




5/29/2009 39.59115 73.4906 18.57146 -0.001449734833209 -0.118932897259231 -0.042851819649733




6/5/2009 43.71524 82.2987 19.83369 0.104166966607436 0.119853423431024 0.06796611574965




6/12/2009 49.13716 87.1922 19.46979 0.124028142130753 0.059460234487301 -0.018347569211781




6/19/2009 47.04748 82.2098 19.76682 -0.042527488361151 -0.057142726069534 0.015255942668103




6/26/2009 47.16336 79.2737 18.75655 0.002463043716688 -0.035714720142854 -0.05110938431169




7/3/2009 43.37634 78.2951 18.65996 -0.080295805896781 -0.0123445732948 -0.005149667716078




7/10/2009 44.47792 78.0725 18.75655 0.025395872496389 -0.002843089797446 0.005176324065003




7/17/2009 50.32611 92.0854 21.24511 0.131485240316993 0.179485734413526 0.132676851553191




7/24/2009 54.86801 103.6524 23.38444 0.090249375522964 0.12561166048038 0.100697525218744




7/31/2009 57.35452 114.7735 24.74394 0.045318027754242 0.107292257584002 0.058136949185014




8/7/2009 58.38226 110.3249 24.51569 0.017919075950771 -0.038759818250729 -0.009224480822375




8/14/2009 56.39301 109.4355 23.98612 -0.034072850211691 -0.00806164338241 -0.021601268412188




8/21/2009 58.97903 116.5531 25.99179 0.04585710179329 0.0650392240178 0.083617942376675




8/28/2009 58.34906 123.3144 26.37065 -0.010681253998243 0.058010469048013 0.01457614115842




9/4/2009 55.03382 117.3536 23.91934 -0.05681736775194 -0.048338231382548 -0.092955994637978




9/11/2009 56.49252 128.297 23.06683 0.026505519696797 0.093251506557958 -0.035641033573669




9/18/2009 56.09467 130.3432 24.07043 -0.007042525275913 0.015948930996048 0.043508362440786




9/25/2009 57.35452 138.351 26.53308 0.022459353090053 0.061436269786226 0.102310178920775




10/2/2009 56.06147 134.4364 26.22585 -0.022544866559776 -0.028294699713049 -0.011579130655016




10/9/2009 59.27738 136.8389 26.55794 0.057363997055375 0.017870904011116 0.012662697300564




10/16/2009 62.99046 142.3544 27.56249 0.062639070755152 0.04030652102582 0.0378248463548




10/23/2009 67.63186 152.8536 29.88701 0.073684173762186 0.073753954918148 0.084336357128837




10/30/2009 65.57639 139.2404 28.80777 -0.030392037125698 -0.089060381960255 -0.036110671492398




11/6/2009 65.7091 142.3544 29.48852 0.00202374665638 0.022364198896297 0.023630777390961




11/13/2009 70.61537 158.3693 31.14896 0.074666522597327 0.112500210741642 0.056308014101759




11/20/2009 70.94709 154.7221 30.72551 0.004697560885116 -0.023029715986621 -0.013594354354046




11/27/2009 69.62065 147.6934 30.75876 -0.018696186129692 -0.045427899440352 0.001082162671995




12/4/2009 73.40078 161.9285 32.37766 0.054296103239484 0.09638277675238 0.052632160724295




12/11/2009 67.1677 153.9206 30.84173 -0.084918443645967 -0.049453308095857 -0.047437955676846




12/18/2009 64.84709 158.3693 31.47276 -0.03454949328323 0.028902564049257 0.020460266009721




12/25/2009 67.76448 164.4198 31.79646 0.044988757398366 0.038205005641876 0.010285084625562




1/1/2010 70.2842 169.0461 31.54744 0.037183492000529 0.028137122171417 -0.007831689439642




1/8/2010 69.28966 163.7081 32.08711 -0.01415026421301 -0.031577185158368 0.017106617842843




1/15/2010 70.74799 167.2665 32.0289 0.021046863269354 0.021736248847797 -0.001814124114013




1/22/2010 67.83079 163.7081 33.0003 -0.041233680278408 -0.021273835466157 0.030328859248991




1/29/2010 64.31451 158.8153 32.58619 -0.051838995240952 -0.029887342165721 -0.012548673799935




2/5/2010 57.35452 149.5618 29.10671 -0.10821803664523 -0.05826579680925 -0.106777748487933




2/12/2010 59.94046 154.9886 30.13612 0.045086943452757 0.036284666271735 0.035366759073767




2/19/2010 63.65354 150.8066 30.63425 0.06194613788416 -0.026982629690184 0.016529334234135




2/26/2010 63.91868 155.7003 30.51803 0.004165361423732 0.032450171278976 -0.003793792895207




3/5/2010 67.30032 161.3946 31.54744 0.052905347857622 0.036572183868625 0.033731207420663




3/12/2010 67.63186 167.6228 31.6388 0.004926276724984 0.038589890863759 0.002895956058558




3/19/2010 67.63186 162.9067 33.04184 0 -0.028135194018952 0.044345550400142




3/26/2010 69.95247 177.054 33.28257 0.034312378810815 0.0868429598046 0.007285611212935




4/2/2010 72.60462 192.9799 34.78515 0.037913600477581 0.089949393970201 0.04514615307652




4/9/2010 73.59915 192.8012 34.8184 0.013697888646756 -0.000926003174424 0.000955867661919




4/16/2010 75.05821 195.7377 36.19648 0.019824413733039 0.015230714331654 0.039579073133746




4/23/2010 73.66555 191.2891 33.95446 -0.018554399312214 -0.022727354004875 -0.061940277065615




4/30/2010 73.26881 193.9544 35.44933 -0.005385692498054 0.01393336055217 0.044025733291002




5/7/2010 64.97971 172.2508 31.9626 -0.113132723187397 -0.111900529196553 -0.098358135400585




5/14/2010 66.96887 172.1602 33.21607 0.030612017197368 -0.000525977237842 0.039216772102395




5/21/2010 61.66438 167.2646 32.37766 -0.07920829483908 -0.028436305255222 -0.025241095650389




5/28/2010 64.78079 185.3057 34.038 0.050538252391413 0.107859642745686 0.051280419894458




6/4/2010 61.99565 183.8552 31.55573 -0.04299330094616 -0.0078276059506 -0.072926435160703




6/11/2010 63.25422 176.4211 31.87953 0.02030094046921 -0.040434537614384 0.010261210879926




6/18/2010 64.5745 176.7838 30.63425 0.020872599488224 0.00205587653631 -0.039062056435587




6/25/2010 62.9328 175.8771 31.75502 -0.025423348225693 -0.005128863617594 0.03658552110791




7/2/2010 62.24874 170.2564 30.46811 -0.010869689573641 -0.031958111658653 -0.040526190819593




7/9/2010 63.58264 178.053 31.04931 0.021428546184228 0.045793285891162 0.019075682738444




7/16/2010 64.19826 175.8771 32.06205 0.009682202563467 -0.012220518609627 0.032617149946327




7/23/2010 71.14133 176.2398 32.95877 0.108150438968283 0.002062235504224 0.027968267780757




7/30/2010 72.98831 167.2646 32.54285 0.02596212356446 -0.050926067778107 -0.012619402969225




8/6/2010 75.17722 168.2619 33.83871 0.029989870980709 0.005962409260537 0.039820114095723




8/13/2010 72.98831 164.7263 31.87953 -0.029116665926194 -0.021012481138035 -0.057897597160176




8/20/2010 71.75705 164.9983 32.36109 -0.016869276737604 0.00165122387864 0.015105617931005




8/27/2010 72.50953 170.1657 31.87953 0.010486495751985 0.031317898426832 -0.014880833742003




9/3/2010 75.92969 172.1602 32.17837 0.047168420482108 0.011720928483237 0.009374040332464




9/10/2010 76.81902 176.7838 33.63123 0.01171254617265 0.026856381440077 0.0451502049358




9/17/2010 79.2132 194.5528 34.44487 0.031166500171442 0.100512603530414 0.024192989670613




9/24/2010 79.28153 197.4539 37.77394 0.000862608757126 0.014911633243007 0.096649225269249




10/1/2010 81.67581 195.8221 37.0286 0.030199719909543 -0.008264207493496 -0.01973159273298




10/8/2010 83.45427 194.9155 37.10652 0.021774623355434 -0.004629712376693 0.002104319363951




10/15/2010 89.95276 192.1957 38.06773 0.077868873575912 -0.013953738927895 0.025904072923033




10/22/2010 85.84845 190.3826 39.57451 -0.045627393756456 -0.009433613759309 0.039581556347069




10/29/2010 87.55573 191.2919 38.9694 0.019887138323406 0.004776171772 -0.015290397783826




11/5/2010 92.00492 190.8358 40.09407 0.05081552058329 -0.002384314233901 0.028860336571772




11/12/2010 95.08315 195.278 39.7477 0.033457232504523 0.023277603049323 -0.008638933388404




11/19/2010 94.19392 191.2891 37.15854 -0.009352130214449 -0.020426776185746 -0.065139869728311




11/26/2010 93.71505 191.9238 37.40956 -0.00508387377869 0.003318014460834 0.006755378440595




12/3/2010 99.11904 190.3826 38.79516 0.057664057160509 -0.008030270346877 0.03703866070598




12/10/2010 109.37983 191.2891 38.62197 0.103519868634724 0.004761464545604 -0.004464216670327




12/17/2010 106.02799 192.2863 38.78649 -0.030644041044862 0.005213051867566 0.004259751638769




12/24/2010 111.50041 193.1023 37.88587 0.051612975026689 0.004243672066081 -0.023219940757723




12/31/2010 118.34194 194.8208 37.54092 0.061358787828673 0.008899427919812 -0.009104977660537




1/7/2011 111.15838 194.4622 34.85507 -0.060701725863206 -0.001840665883725 -0.0715445972022




1/14/2011 120.05106 193.5556 35.76427 0.08000008636326 -0.004662088570427 0.026085157769013




1/21/2011 119.70903 194.4622 36.96801 -0.002849037734444 0.004683925445712 0.033657614149541




1/28/2011 116.6308 198.0885 36.01548 -0.025714267336391 0.018647840042949 -0.025766331484979




2/4/2011 120.32466 196.7287 36.54361 0.031671393834219 -0.006864608495698 0.014663972269702




2/11/2011 121.62443 203.2561 36.50903 0.010802191338002 0.033179703825624 -0.000946266666046




2/18/2011 113.89459 203.7999 36.37043 -0.063554994666779 0.002675442459046 -0.00379632107454




2/25/2011 114.98909 204.4346 35.67767 0.009609762851774 0.003114329300456 -0.019047341480428




3/4/2011 124.4974 204.3439 37.66077 0.082688801172355 -0.00044366266767 0.055583786721498




3/11/2011 116.6308 205.0692 36.6303 -0.063186861733659 0.003549408619489 -0.027361894087667




3/18/2011 119.70903 204.2532 37.23646 0.026392942516042 -0.003979144600944 0.016548049019528




3/25/2011 126.89158 204.6159 38.00714 0.060000068499427 0.001775737173273 0.020696919094887




4/1/2011 126.54955 205.7944 38.71723 -0.002695450714697 0.005759571958973 0.01868306849713




4/8/2011 132.43242 204.8913 39.51392 0.046486692366745 -0.004388360421858 0.020577143561148




4/15/2011 132.50084 204.9757 40.05082 0.000516640864828 0.000411925738184 0.013587616718362




4/22/2011 134.07413 206.1583 39.27138 0.011873811516968 0.005769464380412 -0.01946127445081




4/29/2011 133.59452 213.0472 39.57365 -0.003577200165312 0.033415584043912 0.007696953863093




5/6/2011 125.79708 215.3935 39.53116 -0.05836646592989 0.011013052506675 -0.001073694238464




5/13/2011 124.01852 213.9857 37.40956 -0.014138324991327 -0.006535944677996 -0.05366905499358




5/20/2011 124.22379 213.9857 37.66943 0.001655156020246 0 0.006946620061824




5/27/2011 129.96981 213.7041 37.43556 0.046255391177487 -0.001315975787167 -0.006208482581234




6/3/2011 129.62779 214.3611 37.92922 -0.002631534200135 0.003074344385531 0.013186927082165




6/10/2011 128.67013 213.9857 37.23646 -0.007387767700121 -0.001751250576714 -0.018264546436758




6/17/2011 127.23002 213.3287 37.14977 -0.011192263503581 -0.003070298622758 -0.002328094561084




6/24/2011 129.01354 215.8627 35.72969 0.014018075293866 0.01187838298363 -0.038225808665841




7/1/2011 134.55659 221.494 36.39643 0.042964870198895 0.026087415750845 0.018660671279264




7/8/2011 140.5362 223.3709 35.76427 0.044439369338953 0.008473818703893 -0.017368736439261




7/15/2011 141.3502 220.5554 35.47848 0.005792101963764 -0.012604596211951 -0.007990936205325




7/22/2011 139.87018 217.2706 36.43101 -0.010470590066374 -0.014893310252209 0.026848106232285




7/29/2011 141.27626 224.3095 35.60899 0.010052750343211 0.032396928070342 -0.022563744458361




8/5/2011 123.95902 210.2315 31.82742 -0.122577140702904 -0.062761496949527 -0.106197058664118




8/12/2011 120.25872 202.7233 31.12238 -0.029850994304408 -0.035713962940853 -0.022151968334223




8/19/2011 113.15416 201.7847 30.70122 -0.059077296016455 -0.004629956201384 -0.013532384091448




8/26/2011 119.66663 204.8819 31.60765 0.05755396001349 0.015349032904874 0.02952423389038




9/2/2011 122.03488 208.5422 31.62594 0.019790396036055 0.01786541417275 0.000578657381995




9/9/2011 124.03296 204.6004 28.29306 0.016373023843675 -0.018901689921752 -0.105384377507831




9/16/2011 122.4789 205.445 29.20873 -0.012529411537063 0.004128046670485 0.032363766944968




9/23/2011 99.9072 204.6004 27.37739 -0.184290518611777 -0.004111075957069 -0.062698378190356




9/30/2011 96.94705 211.1701 30.12431 -0.029628995708017 0.032109907898518 0.100335349717413




10/7/2011 101.01734 208.3544 30.39905 0.041984671013713 -0.013333800571198 0.009120208894411




10/14/2011 108.04786 212.9532 32.2944 0.069597160249914 0.022072008078543 0.062348987879556




10/21/2011 105.45761 213.9857 32.58743 -0.02397317262924 0.004848483140897 0.009073709373761




10/28/2011 117.29848 216.8012 33.23751 0.112280849148772 0.013157421266935 0.019948796207618




11/4/2011 120.6287 213.9857 31.87324 0.028390990232781 -0.012986551734954 -0.0410460952099




11/11/2011 116.18843 214.9241 30.76524 -0.036809399421531 0.004385339768031 -0.03476270376027




11/18/2011 106.49371 208.3544 29.77641 -0.083439633361084 -0.030567535236858 -0.032141143706339




11/25/2011 95.46693 202.7233 28.96152 -0.103543955788562 -0.02702654707556 -0.02736696599758




12/2/2011 96.05893 213.3287 30.11516 0.006201100213446 0.052314657466606 0.039833544648209




12/9/2011 92.50669 215.5811 30.35322 -0.036979799795813 0.010558354314258 0.007904988716646




12/16/2011 77.85365 213.0472 29.48338 -0.158399787085669 -0.011753813298105 -0.028657256132957




12/23/2011 85.10618 200.5646 29.97779 0.093155940665595 -0.058590772373446 0.01676910856218




12/30/2011 81.85082 212.1073 29.40774 -0.038250571227612 0.05755103343262 -0.019015744656294




1/6/2012 84.36612 210.2315 29.41926 0.030730296898675 -0.008843637159117 0.000391733604827




1/13/2012 91.32261 209.293 29.0988 0.082455966921319 -0.004464126451079 -0.010892864062522




1/20/2012 96.13296 210.0438 30.49059 0.052674250111774 0.003587315390386 0.047829807414739




1/27/2012 99.0932 213.9857 31.80913 0.030793184772424 0.018767038113003 0.043244161559353




2/3/2012 106.49371 211.0762 33.11843 0.074682319271151 -0.013596702957254 0.041161138327266




2/10/2012 100.35131 213.9857 32.45921 -0.057678523924089 0.013784121563682 -0.019904929068196




2/17/2012 101.83134 217.7398 32.73385 0.014748487090004 0.017543695676861 0.008461080845775




2/24/2012 106.19767 216.8012 31.13152 0.042878056991099 -0.004310649683705 -0.048950245693678




3/2/2012 112.04412 216.8012 31.58021 0.055052526105328 0 0.0144127238246




3/9/2012 108.19584 216.8012 31.41541 -0.034346112941938 0 -0.00521845801532




3/16/2012 113.15416 217.7398 31.90068 0.045827270253644 0.004329311830377 0.015446877822063




3/23/2012 105.82768 216.8012 30.78362 -0.064747774187003 -0.004310649683705 -0.035016808419131




3/30/2012 105.90025 220.5578 30.77 0.000685737417659 0.017327394866818 -0.000442443091488




4/6/2012 107.15974 218.6783 30.12431 0.011893173056721 -0.008521575750211 -0.02098440038999




4/13/2012 102.86744 216.8012 30.85688 -0.04005515504237 -0.00858384210962 0.024318233347088




4/20/2012 102.94148 217.7398 29.66657 0.000719761277232 0.004329311830377 -0.038575189714579




4/27/2012 101.90537 220.5554 30.62796 -0.010065038893942 0.012931030523588 0.032406510088629




5/4/2012 100.05527 219.6156 29.96865 -0.018155078579274 -0.004261060939791 -0.021526409202572




5/11/2012 95.46693 220.5578 29.57492 -0.045858054253414 0.004290223463178 -0.01313806260876




5/18/2012 88.36237 219.3339 28.38842 -0.074419068466955 -0.005549112296187 -0.04011845171517




5/25/2012 87.47434 222.4325 28.53132 -0.010049866249626 0.014127319123948 0.005033742631679




6/1/2012 92.87677 222.4325 28.94095 0.061760168753488 0 0.014357204643879




6/8/2012 100.42525 220.4898 30.38895 0.081274144223577 -0.008733885560788 0.050032911842908




6/15/2012 105.16166 221.4611 31.41779 0.047163537058658 0.004405192439741 0.033855727163986




6/22/2012 107.67521 223.3066 32.09416 0.023901771805428 0.008333291941565 0.02152824880426




6/29/2012 107.30734 223.4038 32.96105 -0.003416478128996 0.000435275983782 0.027010833123534




7/6/2012 111.078 221.4611 31.98937 0.035138882391456 -0.008695912961194 -0.029479643397283




7/13/2012 108.52131 222.2382 31.46542 -0.023017069086588 0.003508968392192 -0.016378878358655




7/20/2012 108.06148 222.9181 30.29368 -0.004237232300274 0.003059330034171 -0.03723897535771




7/27/2012 114.86705 222.9181 30.66521 0.062978685836988 0 0.012264274264467




8/3/2012 117.44213 223.3066 31.00816 0.022417917061507 0.001742792532325 0.011183683398875




8/10/2012 119.09754 221.2669 32.77053 0.014095537947072 -0.009134078437449 0.056835684542392




8/17/2012 124.15574 221.364 33.32305 0.042471070351243 0.000438836536328 0.016860270493032




8/24/2012 121.76459 225.3464 33.33258 -0.019259278709144 0.017990278455395 0.000285988227368




8/31/2012 119.46541 226.3177 33.91368 -0.018882172559362 0.004310253014914 0.017433393994704




9/7/2012 126.63885 226.8034 35.15211 0.060046167338312 0.002146098162009 0.036517122294012




9/14/2012 139.79016 229.2317 36.2 0.103848937352163 0.010706629618427 0.029810159333252




9/21/2012 139.9741 230.203 35.04732 0.001315829383127 0.004237197560372 -0.031841988950276




9/28/2012 140.25 232.6313 33.91368 0.001971078935317 0.010548515875119 -0.032345982517351




10/5/2012 144.29656 231.1743 34.86632 0.02885247771836 -0.006263129682033 0.028090139436357




10/12/2012 144.84836 231.1743 34.58053 0.003824068986814 0 -0.008196735416872




10/19/2012 148.25115 230.6887 35.05684 0.023492085101965 -0.002100579519436 0.013773935795663




10/26/2012 146.87164 231.2715 33.77079 -0.009305222927444 0.002526348278004 -0.036684709745659




11/2/2012 149.44672 230.7858 34.96158 0.017532860666634 -0.002100129069081 0.035260945923978




11/9/2012 151.7459 230.203 34.05658 0.015384613325739 -0.002525285351178 -0.025885557803738




11/16/2012 156.34426 231.1743 33.24684 0.030303026309113 0.004219319470207 -0.023776315766292




11/23/2012 166.46066 231.66 33.03726 0.064705925244713 0.002101012093472 -0.006303756988634




11/30/2012 164.34541 232.1457 33.15158 -0.012707206615665 0.002096607096607 0.00346033539101




12/7/2012 161.95426 232.1457 33.72316 -0.014549539290449 0 0.017241410514974




12/14/2012 175.28951 232.6313 34.10421 0.08233960625673 0.002091789768236 0.011299356288082




12/21/2012 173.3582 235.9338 34.67579 -0.011017829874703 0.014196283991019 0.01675980766011




12/28/2012 174.7377 234.9625 35.15211 0.007957512249204 -0.004116832772583 0.013736384953306




1/4/2013 177.95656 234.9625 34.96158 0.018421096306063 0 -0.005420158277839




1/11/2013 175.47344 251.5721 34.21853 -0.01395351764498 0.070690429323828 -0.021253330084052




1/18/2013 172.89836 266.1419 34.56147 -0.014675041419374 0.057915007268294 0.010022055301616




1/25/2013 172.43852 258.6627 33.05632 -0.002659597233889 -0.028102301817189 -0.043549941596813




2/1/2013 173.91 241.8589 32.86579 0.008533360179616 -0.064964140558341 -0.005763799479192




2/8/2013 174.7377 262.2566 33.89463 0.00475935828877 0.084337189989701 0.031304283268408




2/15/2013 170.59918 267.1132 33.68505 -0.023684184924032 0.018518504396076 -0.00618328036034




2/22/2013 165.08115 262.1595 32.98963 -0.032344997203386 -0.01854532086022 -0.020644766743704




3/1/2013 160.02295 266.1419 33.62789 -0.030640687928331 0.015190752194752 0.019347291861109




3/8/2013 160.02295 265.3648 32.58 0 -0.002919870941028 -0.031161336616719




3/15/2013 155.97639 261.091 33.35163 -0.025287372842458 -0.016105376447818 0.023684162062615




3/22/2013 145.86 243.8015 32.15132 -0.064858469926122 -0.066220206747839 -0.035989545338564




3/29/2013 145.12426 244.7728 32.91342 -0.005044151926505 0.003983978769614 0.023703536899885




4/5/2013 146.77967 261.2853 33.14205 0.011406845416473 0.067460518488983 0.0069464066633




4/12/2013 148.80295 262.1595 32.92295 0.013784470288017 0.0033457680168 -0.006610936861178




4/19/2013 131.23721 257.4 32.33232 -0.118046987643726 -0.018154978171686 -0.017939765421993




4/26/2013 135.28377 257.4 31.17011 0.03083393802718 0 -0.035945765722967




5/3/2013 131.78902 264 31.24632 -0.025832736624652 0.025641025641026 0.00244497051823




5/10/2013 134.31811 267.2 31.60832 0.019190445455927 0.012121212121212 0.011585364292499




5/17/2013 129.67377 268 32.43711 -0.034577169080178 0.002994011976048 0.026220627986555




5/24/2013 130.40951 279 32.10368 0.005673776585658 0.041044776119403 -0.01027927580478




5/31/2013 136.38738 292 33.16111 0.045839218320811 0.046594982078853 0.032937968482118




6/7/2013 139.79016 292 34.19947 0.024949375814683 0 0.031312582721145




6/14/2013 142.27328 293.2 35.10447 0.017763195921659 0.004109589041096 0.026462398393893




6/21/2013 113.11967 296.3 32.44663 -0.204912756632869 0.010572987721692 -0.075712295328772




6/28/2013 111.28033 280 33.91368 -0.016260125228442 -0.055011812352346 0.04521424875249




7/5/2013 114.96 282.1 32.86579 0.0330666704529 0.0075 -0.030898740567228




7/12/2013 119.5 293.65 34.24711 0.039491997216423 0.040942928039702 0.042029112946928




7/19/2013 114.9 303 35.04732 -0.038493723849372 0.031840626596288 0.023365767213642




7/26/2013 112 308 34.48526 -0.025239338555266 0.016501650165017 -0.016037174882416




8/2/2013 117.35 328.5 37.15263 0.047767857142857 0.066558441558442 0.077348119167436




8/9/2013 125.95 327 37.15263 0.073285044737964 -0.004566210045662 0




8/16/2013 124 343 37.15263 -0.015482334259627 0.048929663608563 0




8/23/2013 129.1 340 36.83826 0.041129032258065 -0.008746355685131 -0.008461581320084




8/30/2013 122.6 311.9 36.49532 -0.050348567002324 -0.08264705882353 -0.009309343058005




9/6/2013 120 304 33.55168 -0.021207177814029 -0.025328630971465 -0.080658013137027




9/13/2013 124 320.55 36.05711 0.033333333333333 0.054440789473684 0.074673757022003




9/20/2013 126.45 331 36.1 0.019758064516129 0.032600218374669 0.001189501876329




9/27/2013 124 350 37.29 -0.019375247133254 0.057401812688822 0.032963988919668




10/4/2013 120.8 345 37.45 -0.025806451612903 -0.014285714285714 0.004290694556181




10/11/2013 123 374.6 39.01 0.018211920529801 0.085797101449276 0.041655540720961




10/18/2013 121.35 358 38.9 -0.013414634146342 -0.044313934863855 -0.002819789797488




10/25/2013 121.8 380 40.15 0.003708281829419 0.061452513966481 0.032133676092545




11/1/2013 124.55 375 40.85 0.022577996715928 -0.013157894736842 0.017434620174346




11/8/2013 123.5 367.5 40.45 -0.008430349257326 -0.02 -0.009791921664627




11/15/2013 119.5 378 41.29 -0.032388663967611 0.028571428571429 0.020766378244747




11/22/2013 121.4 383.4 41.5 0.015899581589958 0.014285714285714 0.005085977234197




11/29/2013 118.45 406.1 41.15 -0.024299835255354 0.059207094418362 -0.008433734939759





Sheet 6: zadanie 3b

3. Na podstawie danych obliczonych w zadaniu 1b i 2b dokonaj optymalizacji tego portfela inwestycyjnego (udziałów poszczególnych spółek w portfelu) ze względu na osiągnięcie maksymalnego zysku z portfela






data CCC KGHM PEKAO

Zamkniecie Zamkniecie Zamkniecie
11/30/2007 49.74506 57.95167 202.2318
12/7/2007 46.19777 60.51599 208.6406
12/14/2007 43.97498 55.64393 201.3275
12/21/2007 41.7522 55.38744 193.1101
12/28/2007 39.97397 54.25928 186.5362
1/4/2008 41.04455 54.87472 183.0842
1/11/2008 36.42658 53.90033 174.2102
1/18/2008 39.95573 48.84866 162.7049
1/25/2008 40.86298 47.48966 161.8832
2/1/2008 41.71592 49.13072 165.582
2/8/2008 38.19574 51.02828 146.2702
2/15/2008 40.72705 53.79769 156.5419
2/22/2008 40.86298 55.28499 156.9528
2/29/2008 36.44462 55.84902 144.6268
3/7/2008 33.75924 54.61822 136.8203
3/14/2008 37.30653 51.90023 144.0517
3/21/2008 37.39731 46.77167 150.3798
3/28/2008 40.14627 53.33611 161.8016
4/4/2008 37.97799 53.02839 167.2245
4/11/2008 39.52034 51.84882 155.3918
4/18/2008 38.6402 54.0541 167.8821
4/25/2008 39.26622 52.77198 159.0896
5/2/2008 39.24819 52.61812 158.6006
5/9/2008 39.92862 53.95155 164.3459
5/16/2008 39.97397 56.92605 165.6312
5/23/2008 40.81764 56.10552 154.8476
5/30/2008 41.30764 52.87453 163.2159
6/6/2008 40.86298 52.61812 159.6787
6/13/2008 39.66554 50.66924 149.6721
6/20/2008 39.08485 52.3104 145.8761
6/27/2008 35.53746 52.05399 141.1317
7/4/2008 35.09291 48.4384 139.3196
7/11/2008 34.99305 50.97844 133.7124
7/18/2008 30.20278 47.24521 143.2019
7/25/2008 34.69379 43.54583 154.8476
8/1/2008 35.58271 46.25675 160.8867
8/8/2008 37.13422 41.68193 156.7456
8/15/2008 39.08485 44.27991 149.9302
8/22/2008 37.30653 42.64207 150.1032
8/29/2008 36.87104 43.68691 156.4006
9/5/2008 37.08888 37.89776 148.4641
9/12/2008 36.95275 37.53062 145.0999
9/19/2008 35.49212 33.85957 147.515
9/26/2008 37.30653 33.32303 150.9653
10/3/2008 37.30653 25.83938 147.084
10/10/2008 33.75924 16.10797 133.5403
10/17/2008 34.92967 15.53188 109.9031
10/24/2008 34.64825 12.08661 90.5791
10/31/2008 35.53746 17.19814 107.919
11/7/2008 36.42658 15.93856 108.868
11/14/2008 37.13422 14.85418 99.8095
11/21/2008 35.18359 12.99028 90.5791
11/28/2008 36.42658 16.32262 95.7553
12/5/2008 35.53746 14.99535 100.0685
12/12/2008 35.53746 16.49202 105.2448
12/19/2008 34.29448 16.18136 107.7468
12/26/2008 33.75924 15.53188 105.2448
1/2/2009 32.42556 15.88209 108.868
1/9/2009 35.08384 18.46876 106.1078
1/16/2009 34.13124 17.63858 96.6182
1/23/2009 32.08983 15.53188 93.0811
1/30/2009 33.75924 17.00032 94.0302
2/6/2009 33.75924 19.76789 85.8348
2/13/2009 32.91537 18.94892 80.7883
2/20/2009 32.87012 18.64387 66.4249
2/27/2009 31.09189 19.28773 66.8562
3/6/2009 29.31366 24.60813 71.5146
3/13/2009 27.18156 24.0039 75.9142
3/20/2009 24.98598 25.99196 74.5771
3/27/2009 26.51926 26.20652 80.2275
4/3/2009 28.29749 30.16019 87.1289
4/10/2009 28.60602 31.74147 99.2064
4/17/2009 28.56068 31.5156 89.544
4/24/2009 29.58582 33.15344 97.7394
5/1/2009 31.53645 33.52067 104.3818
5/8/2009 34.64825 39.53569 102.0527
5/15/2009 33.31458 37.84129 98.3435
5/22/2009 32.13527 39.64863 98.6885
5/29/2009 32.244 39.59115 93.5122
6/5/2009 34.02232 43.71524 101.7936
6/12/2009 34.56663 49.13716 106.1078
6/19/2009 34.13124 47.04748 106.0208
6/26/2009 34.20379 47.16336 98.8614
7/3/2009 36.29045 43.37634 97.4804
7/10/2009 35.09291 44.47792 90.493
7/17/2009 37.13422 50.32611 104.1237
7/24/2009 39.08485 54.86801 120.8586
7/31/2009 39.97397 57.35452 125.6039
8/7/2009 39.97397 58.38226 117.8395
8/14/2009 39.97397 56.39301 116.3733
8/21/2009 38.19574 58.97903 121.6356
8/28/2009 40.41852 58.34906 124.4819
9/4/2009 39.73809 55.03382 122.4978
9/11/2009 39.97397 56.49252 125.9489
9/18/2009 41.7522 56.09467 124.5678
9/25/2009 42.64141 57.35452 134.5753
10/2/2009 42.63214 56.06147 127.846
10/9/2009 41.32578 59.27738 135.4375
10/16/2009 37.74201 62.99046 140.6137
10/23/2009 38.55858 67.63186 148.3781
10/30/2009 36.78035 65.57639 135.6966
11/6/2009 37.46996 65.7091 146.4801
11/13/2009 36.27231 70.61537 152.3463
11/20/2009 40.19171 70.94709 153.0364
11/27/2009 40.82671 69.62065 148.3781
12/4/2009 42.64141 73.40078 157.0046
12/11/2009 44.90954 67.1677 143.9779
12/18/2009 44.0566 64.84709 140.3548
12/25/2009 45.90738 67.76448 139.7516
1/1/2010 44.09287 70.2842 139.4926
1/8/2010 45.36306 69.28966 148.2913
1/15/2010 47.22291 70.74799 150.9653
1/22/2010 47.08688 67.83079 148.3781
1/29/2010 48.08699 64.31451 147.5177
2/5/2010 49.44579 57.35452 133.7984
2/12/2010 48.53844 59.94046 131.5562
2/19/2010 46.3611 63.65354 131.9873
2/26/2010 47.63119 63.91868 135.7825
3/5/2010 48.62933 67.30032 144.4959
3/12/2010 49.89932 67.63186 146.221
3/19/2010 50.35305 67.63186 143.2019
3/26/2010 51.80461 69.95247 144.3229
4/2/2010 51.80461 72.60462 146.9111
4/9/2010 52.62127 73.59915 148.5501
4/16/2010 52.62127 75.05821 153.5534
4/23/2010 52.57524 73.66555 147.1666
4/30/2010 52.93542 73.26881 145.6214
5/7/2010 48.99207 64.97971 136.3857
5/14/2010 51.44177 66.96887 142.2239
5/21/2010 50.35305 61.66438 136.9563
5/28/2010 52.16755 64.78079 146.1745
6/4/2010 49.89932 61.99565 140.468
6/11/2010 49.30967 63.25422 143.8041
6/18/2010 48.99207 64.5745 144.8576
6/25/2010 48.99207 62.9328 141.3459
7/2/2010 46.27032 62.24874 138.7122
7/9/2010 48.08482 63.58264 136.7806
7/16/2010 49.89932 64.19826 140.907
7/23/2010 49.89932 71.14133 143.9797
7/30/2010 50.8113 72.98831 143.8919
8/6/2010 48.99207 75.17722 148.8082
8/13/2010 50.35305 72.98831 141.3459
8/20/2010 50.2664 71.75705 139.59
8/27/2010 48.85348 72.50953 137.8342
9/3/2010 51.67016 75.92969 139.59
9/10/2010 51.5778 76.81902 140.029
9/17/2010 49.86926 79.2132 141.3459
9/24/2010 52.40895 79.28153 148.2816
10/1/2010 53.10161 81.67581 151.0031
10/8/2010 51.76252 83.45427 156.2706
10/15/2010 56.47246 89.95276 160.8359
10/22/2010 56.70321 85.84845 163.2941
10/29/2010 57.16729 87.55573 163.556
11/5/2010 58.91969 92.00492 167.8592
11/12/2010 57.95004 95.08315 165.9278
11/19/2010 57.25738 94.19392 159.7824
11/26/2010 57.90381 93.71505 157.0608
12/3/2010 58.64271 99.11904 161.4504
12/10/2010 58.50411 109.37983 164.1719
12/17/2010 60.95145 106.02799 163.2941
12/24/2010 63.62963 111.50041 162.4161
12/31/2010 62.79404 118.34194 157.1468
1/7/2011 59.65858 111.15838 151.7054
1/14/2011 58.36562 120.05106 149.2473
1/21/2011 59.10441 119.70903 154.6903
1/28/2011 59.56622 116.6308 148.3693
2/4/2011 57.71909 120.32466 152.32
2/11/2011 55.50281 121.62443 146.6135
2/18/2011 54.94864 113.89459 143.2774
2/25/2011 55.04091 114.98909 143.2774
3/4/2011 54.94864 124.4974 150.1251
3/11/2011 53.56332 116.6308 147.6669
3/18/2011 53.56332 119.70903 146.7891
3/25/2011 54.94864 126.89158 148.8082
4/1/2011 54.02513 126.54955 153.6368
4/8/2011 54.4407 132.43242 153.2856
4/15/2011 54.94864 132.50084 154.5148
4/22/2011 55.04091 134.07413 153.6368
4/29/2011 54.48782 133.59452 152.7583
5/6/2011 54.94864 125.79708 154.4315
5/13/2011 54.02513 124.01852 149.7777
5/20/2011 54.02513 124.22379 150.8566
5/27/2011 53.10161 129.96981 149.9423
6/3/2011 55.08714 129.62779 153.5994
6/10/2011 54.94864 128.67013 153.5994
6/17/2011 54.67156 127.23002 157.1652
6/24/2011 54.48684 129.01354 149.028
7/1/2011 52.54744 134.55659 151.1309
7/8/2011 53.56332 140.5362 152.7766
7/15/2011 51.62403 141.3502 150.8566
7/22/2011 51.62403 139.87018 148.1138
7/29/2011 51.71274 141.27626 145.6452
8/5/2011 47.09881 123.95902 131.2909
8/12/2011 41.37309 120.25872 130.2852
8/19/2011 36.93767 113.15416 118.491
8/26/2011 36.47833 119.66663 122.4225
9/2/2011 40.28693 122.03488 129.9195
9/9/2011 39.42571 124.03296 118.8567
9/16/2011 36.55492 122.4789 123.8853
9/23/2011 35.8659 99.9072 113.5539
9/30/2011 40.57397 96.94705 122.6967
10/7/2011 40.38264 101.01734 127.9995
10/14/2011 39.42571 108.04786 130.651
10/21/2011 38.08603 105.45761 130.2852
10/28/2011 41.14815 117.29848 139.4281
11/4/2011 43.30125 120.6287 134.5824
11/11/2011 43.55004 116.18843 126.171
11/18/2011 43.06201 106.49371 123.8853
11/25/2011 42.10508 95.46693 121.1424
12/2/2011 42.58355 96.05893 132.5709
12/9/2011 42.48783 92.50669 131.9309
12/16/2011 42.48783 77.85365 128.5481
12/23/2011 44.49741 85.10618 132.5709
12/30/2011 44.97814 81.85082 129.0989
1/6/2012 45.93281 84.36612 127.3596
1/13/2012 44.66971 91.32261 127.4509
1/20/2012 44.59312 96.13296 139.5195
1/27/2012 48.8036 99.0932 142.9937
2/3/2012 51.67449 106.49371 146.5595
2/10/2012 50.71756 100.35131 143.5423
2/17/2012 51.67449 101.83134 146.5595
2/24/2012 50.14338 106.19767 139.4281
3/2/2012 52.63143 112.04412 142.5366
3/9/2012 53.20551 108.19584 138.6052
3/16/2012 55.50222 113.15416 139.6109
3/23/2012 55.02375 105.82768 140.6167
3/30/2012 54.97329 105.90025 141.7143
4/6/2012 54.54529 107.15974 133.4853
4/13/2012 53.77968 102.86744 133.211
4/20/2012 53.73188 102.94148 131.6567
4/27/2012 53.97111 101.90537 138.971
5/4/2012 60.28688 100.05527 136.2281
5/11/2012 54.54529 95.46693 129.9195
5/18/2012 50.52614 88.36237 121.5996
5/25/2012 51.14812 87.47434 120.1367
6/1/2012 50.71756 92.87677 126.1731
6/8/2012 51.19603 100.42525 127.085
6/15/2012 54.25815 105.16166 134.8937
6/22/2012 54.97585 107.67521 136.6036
6/29/2012 56.46171 107.30734 143.9182
7/6/2012 54.73662 111.078 141.7333
7/13/2012 56.65048 108.52131 136.9836
7/20/2012 57.70312 108.06148 134.1337
7/27/2012 55.59783 114.86705 129.8589
8/3/2012 55.50222 117.44213 139.6434
8/10/2012 55.50222 119.09754 147.2431
8/17/2012 54.54529 124.15574 149.618
8/24/2012 55.69355 121.76459 145.0582
8/31/2012 53.59329 119.46541 143.0633
9/7/2012 52.15414 126.63885 151.2329
9/14/2012 51.67114 139.79016 153.7978
9/21/2012 51.957 139.9741 151.7079
9/28/2012 54.60857 140.25 149.9029
10/5/2012 53.52429 144.29656 151.6129
10/12/2012 57.17143 144.84836 146.1031
10/19/2012 56.18571 148.25115 144.0132
10/26/2012 58.05857 146.87164 145.3432
11/2/2012 57.71357 149.44672 146.9581
11/9/2012 59.63571 151.7459 144.8682
11/16/2012 61.01571 156.34426 148.668
11/23/2012 65.64857 166.46066 146.8631
11/30/2012 69.59143 164.34541 149.808
12/7/2012 68.01429 161.95426 155.7927
12/14/2012 73.73143 175.28951 154.0828
12/21/2012 71.02071 173.3582 159.5925
12/28/2012 71.95714 174.7377 159.1175
1/4/2013 73.63286 177.95656 159.4975
1/11/2013 70.87286 175.47344 157.2176
1/18/2013 71.56286 172.89836 161.4924
1/25/2013 73.09071 172.43852 160.2575
2/1/2013 71.95714 173.91 146.7681
2/8/2013 67.62 174.7377 151.2329
2/15/2013 69.59143 170.59918 151.8979
2/22/2013 68.75357 165.08115 151.5179
3/1/2013 70.47857 160.02295 151.0429
3/8/2013 77.13214 160.02295 152.6578
3/15/2013 76.88571 155.97639 155.9827
3/22/2013 73.92857 145.86 146.2931
3/29/2013 69.78857 145.12426 149.143
4/5/2013 69 146.77967 144.3932
4/12/2013 70.82357 148.80295 150.7579
4/19/2013 69.98571 131.23721 147.1481
4/26/2013 69.97586 135.28377 145.3432
5/3/2013 70.67571 131.78902 140.8784
5/10/2013 72.94286 134.31811 143.1583
5/17/2013 75.11143 129.67377 152.5153
5/24/2013 81.32143 130.40951 153.8928
5/31/2013 77.77286 136.38738 157.9301
6/7/2013 79.39929 139.79016 159.1175
6/14/2013 80.82857 142.27328 160.3525
6/21/2013 85.45157 113.11967 147.8
6/28/2013 83.78571 111.28033 150
7/5/2013 84.57429 114.96 143.3
7/12/2013 85.51071 119.5 152
7/19/2013 87.72857 114.9 159
7/26/2013 89.20714 112 161
8/2/2013 95.51571 117.35 164.9
8/9/2013 100.395 125.95 172
8/16/2013 106.45714 124 177.9
8/23/2013 99.65571 129.1 173.9
8/30/2013 96.64929 122.6 174
9/6/2013 98.57143 120 163.5
9/13/2013 102.51429 124 171
9/20/2013 111.38571 126.45 177
9/27/2013 113 124 182
10/4/2013 117.7 120.8 183.2
10/11/2013 126.4 123 193
10/18/2013 133.9 121.35 196
10/25/2013 139 121.8 191.95
11/1/2013 130 124.55 193
11/8/2013 119.9 123.5 191.7
11/15/2013 118.7 119.5 190
11/22/2013 125.5 121.4 191.8
11/29/2013 119.2 118.45 188.35

Sheet 7: zadanie 4a

4. Na podstawie danych obliczonych w zadaniu 1a i 2a dokonaj optymalizacji tego portfela inwestycyjnego (udziałów poszczególnych spółek w portfelu) ze względu na minimalizację ryzyka w portfelu inwestycyjnym


































data KGHM BZWBK PKO BP



KGHM BZWBK PKO BP

Zamkniecie Zamkniecie Zamkniecie stopy zwrotu

zysk 0.004667520621023 0.003472868369026 0.001519943694704 0.196728003141231
11/30/2007 57.95167 205.256 36.40644 KGHM BZWBK PKO BP udział 0.196728003141231 0.543205670974271 0.260066329441049 0.543205670974271
12/7/2007 60.51599 224.9088 39.24404 0.044249285654753 0.095747749152278 0.077942254172613



0.260066329441049
12/14/2007 55.64393 214.8639 37.78804 -0.08050863912166 -0.044662103039099 -0.037101175108373 zysk z portfela
0.003199999981636
1.00000000355655
12/21/2007 55.38744 218.4449 37.93665 -0.004609487503848 0.016666364149585 0.003932725804249




12/28/2007 54.25928 219.2309 38.22625 -0.020368516761201 0.003598161367008 0.007633778944635




1/4/2008 54.87472 205.256 36.25792 0.01134257586905 -0.063745119871332 -0.051491579739054
KGHM BZWBK PKO BP
1/11/2008 53.90033 178.0928 33.5835 -0.017756628188718 -0.132338153330475 -0.073760987944151 KGHM 0.004702526418145 0.001887219259655 0.001824295271695
1/18/2008 48.84866 170.756 33.06365 -0.093722431755056 -0.04119649980235 -0.015479327646017 BZWBK 0.001887219259655 0.002583856956002 0.001588708644779
1/25/2008 47.48966 157.13 33.06365 -0.027820619849142 -0.079798074445408 0 PKO BP 0.001824295271695 0.001588708644779 0.002227044978539
2/1/2008 49.13072 166.8258 32.78882 0.03455615390803 0.061705594094062 -0.008312149445086




2/8/2008 51.02828 156.257 30.52308 0.038622678438256 -0.063352311213254 -0.069100992350442




2/15/2008 53.79769 165.9519 32.69956 0.054272062472025 0.062044580402798 0.071306041198988 ryzyko portfela
0.002133939959098

2/22/2008 55.28499 156.6059 32.23162 0.027646168450727 -0.056317523330556 -0.014310284297403




2/29/2008 55.84902 151.1039 30.52308 0.010202226680334 -0.035132775968211 -0.053008195058145




3/7/2008 54.61822 135.6439 29.8991 -0.022037987416789 -0.102313705999647 -0.020442891084386




3/14/2008 51.90023 140.623 29.81003 -0.049763430591477 0.036707142746559 -0.002979019435368




3/21/2008 46.77167 150.2299 30.27063 -0.09881574705931 0.068316704948693 0.015451175325889




3/28/2008 53.33611 158.4409 32.67002 0.140350772166142 0.05465623021782 0.079264620524912




4/4/2008 53.02839 156.3439 33.08594 -0.005769449628029 -0.013235218936525 0.012730938028198




4/11/2008 51.84882 144.5529 31.97918 -0.022244122440828 -0.075417077353194 -0.033451067130026




4/18/2008 54.0541 143.155 33.21226 0.042532886958662 -0.009670508166906 0.038558837343547




4/25/2008 52.77198 140.5304 33.4127 -0.02371919983868 -0.018333973664909 0.006035120765645




5/2/2008 52.61812 144.5792 33.42765 -0.002915562387464 0.028810848044267 0.000447434658079




5/9/2008 53.95155 158.3693 34.99502 0.025341650366832 0.095380939996902 0.046888429189608




5/16/2008 56.92605 154.3658 35.97546 0.055132799706403 -0.025279520715189 0.028016557784508




5/23/2008 56.10552 150.2735 35.74521 -0.014413963378805 -0.026510405802322 -0.006400196133698




5/30/2008 52.87453 145.9137 36.5921 -0.057587738247502 -0.029012433995349 0.023692405220168




6/6/2008 52.61812 148.2273 34.88365 -0.004849404807948 0.015855947728006 -0.046689039437474




6/13/2008 50.66924 137.0165 33.35325 -0.037038191406306 -0.07563249145063 -0.043871555872164




6/20/2008 52.3104 129.1873 33.82871 0.032389670735144 -0.057140563362807 0.014255282468725




6/27/2008 52.05399 121.0017 32.69956 -0.004901702147183 -0.063362265485849 -0.033378452799412




7/4/2008 48.4384 118.3327 31.05789 -0.069458460340888 -0.022057541340328 -0.050204651071758




7/11/2008 50.97844 118.3327 32.40986 0.052438561141574 0 0.04353064551391




7/18/2008 47.24521 126.5173 33.26418 -0.073231546512604 0.069166003987064 0.026359879370044




7/25/2008 43.54583 133.3685 36.19095 -0.078301694499823 0.05415227798886 0.087985634998368




8/1/2008 46.25675 147.8711 37.78804 0.062254411042343 0.108740819608828 0.044129540672461




8/8/2008 41.68193 142.7996 35.62652 -0.098900592886444 -0.034296762518166 -0.05720116735348




8/15/2008 44.27991 149.9172 35.73026 0.062328687755102 0.049843276871924 0.002911875759968




8/22/2008 42.64207 149.7395 35.99042 -0.036988331728768 -0.001185320963839 0.007281223254463




8/29/2008 43.68691 156.2342 36.399 0.024502562844627 0.043373325007764 0.011352465461642




9/5/2008 37.89776 151.2516 34.13336 -0.132514522084533 -0.031891864905379 -0.062244567158438




9/12/2008 37.53062 145.9137 33.27904 -0.009687643807972 -0.035291527494585 -0.025028886696182




9/19/2008 33.85957 144.8458 33.33096 -0.097814797623914 -0.007318709620824 0.001560141157918




9/26/2008 33.32303 145.0234 33.35325 -0.015846037028822 0.001226131513651 0.00066874761483




10/3/2008 25.83938 136.8389 33.05632 -0.224578917343351 -0.05643572002863 -0.008902580708027




10/10/2008 16.10797 105.4311 25.99922 -0.376611590525779 -0.229523914617846 -0.213487163725424




10/17/2008 15.53188 94.844 21.24511 -0.03576428314679 -0.100417239315534 -0.182855870291493




10/24/2008 12.08661 84.0337 18.37788 -0.221819251758319 -0.113979798405803 -0.134959527157073




10/31/2008 17.19814 107.6559 23.02796 0.422908491297394 0.281103890462993 0.253025920291132




11/7/2008 15.93856 105.8763 22.87935 -0.073239315414341 -0.016530445614221 -0.006453459186137




11/14/2008 14.85418 91.641 22.35931 -0.068035004416961 -0.13445218618331 -0.022729666708189




11/21/2008 12.99028 83.6333 21.1709 -0.125479831266351 -0.087381194007049 -0.053150566810872




11/28/2008 16.32262 94.31 23.77063 0.256525648407887 0.127660871925417 0.12279733029772




12/5/2008 14.99535 87.9929 24.0307 -0.081314764418948 -0.066982292439826 0.01094081225445




12/12/2008 16.49202 93.9538 25.85823 0.099808940771639 0.067742965625636 0.07604980296038




12/19/2008 16.18136 95.1994 25.99922 -0.01883698904076 0.013257579789216 0.005452422690958




12/26/2008 15.53188 96.9791 25.54605 -0.04013754097307 0.018694445553228 -0.017430138288764




1/2/2009 15.88209 98.5809 26.37065 0.022547817778659 0.016516960870951 0.032278962892502




1/9/2009 18.46876 99.4704 25.50147 0.162867103762792 0.009023046046445 -0.032960128021114




1/16/2009 17.63858 87.1922 22.65653 -0.044950500196007 -0.12343571554955 -0.111559843412948




1/23/2009 15.53188 74.2913 21.05935 -0.119437052189009 -0.147959335812148 -0.070495349464371




1/30/2009 17.00032 78.2951 20.65096 0.094543609659616 0.05389325533407 -0.01939233642064




2/6/2009 19.76789 74.7361 18.94232 0.16279517091443 -0.045456229061589 -0.082739010680375




2/13/2009 18.94892 70.599 18.6451 -0.041429307832045 -0.055356113043094 -0.015690791835425




2/20/2009 18.64387 61.8353 14.87153 -0.016098542819327 -0.124133486310004 -0.202389367715915




2/27/2009 19.28773 62.7251 14.25508 0.034534675472421 0.014389838813752 -0.041451686544693




3/6/2009 24.60813 65.3942 15.53275 0.275843761811265 0.042552343479724 0.08962910064342




3/13/2009 24.0039 61.3905 16.63952 -0.024554080297853 -0.061224084093085 0.071253963399913




3/20/2009 25.99196 68.4192 16.70649 0.082822374697445 0.114491655875095 0.004024755521794




3/27/2009 26.20652 67.4405 17.07773 0.008254860349123 -0.014304464243955 0.02222130441523




4/3/2009 30.16019 71.1773 17.23377 0.15086589138886 0.055408841868017 0.009137045731488




4/10/2009 31.74147 75.0031 19.64812 0.052429377931638 0.053750282744639 0.140094129142956




4/17/2009 31.5156 67.1735 18.97947 -0.007115927523205 -0.104390351865456 -0.034031245737506




4/24/2009 33.15344 73.6685 18.86049 0.051969183515466 0.096689914921807 -0.006268878951836




5/1/2009 33.52067 79.0068 19.95992 0.011076678619172 0.072463807461805 0.058292759095867




5/8/2009 39.53569 81.4091 20.79947 0.179442117356246 0.030406243513217 0.042061791830829




5/15/2009 37.84129 81.7649 19.87085 -0.04285747890071 0.004370518774928 -0.044646329930522




5/22/2009 39.64863 83.4109 19.40291 0.047761056771585 0.020130887459044 -0.023549068107303




5/29/2009 39.59115 73.4906 18.57146 -0.001449734833209 -0.118932897259231 -0.042851819649733




6/5/2009 43.71524 82.2987 19.83369 0.104166966607436 0.119853423431024 0.06796611574965




6/12/2009 49.13716 87.1922 19.46979 0.124028142130753 0.059460234487301 -0.018347569211781




6/19/2009 47.04748 82.2098 19.76682 -0.042527488361151 -0.057142726069534 0.015255942668103




6/26/2009 47.16336 79.2737 18.75655 0.002463043716688 -0.035714720142854 -0.05110938431169




7/3/2009 43.37634 78.2951 18.65996 -0.080295805896781 -0.0123445732948 -0.005149667716078




7/10/2009 44.47792 78.0725 18.75655 0.025395872496389 -0.002843089797446 0.005176324065003




7/17/2009 50.32611 92.0854 21.24511 0.131485240316993 0.179485734413526 0.132676851553191




7/24/2009 54.86801 103.6524 23.38444 0.090249375522964 0.12561166048038 0.100697525218744




7/31/2009 57.35452 114.7735 24.74394 0.045318027754242 0.107292257584002 0.058136949185014




8/7/2009 58.38226 110.3249 24.51569 0.017919075950771 -0.038759818250729 -0.009224480822375




8/14/2009 56.39301 109.4355 23.98612 -0.034072850211691 -0.00806164338241 -0.021601268412188




8/21/2009 58.97903 116.5531 25.99179 0.04585710179329 0.0650392240178 0.083617942376675




8/28/2009 58.34906 123.3144 26.37065 -0.010681253998243 0.058010469048013 0.01457614115842




9/4/2009 55.03382 117.3536 23.91934 -0.05681736775194 -0.048338231382548 -0.092955994637978




9/11/2009 56.49252 128.297 23.06683 0.026505519696797 0.093251506557958 -0.035641033573669




9/18/2009 56.09467 130.3432 24.07043 -0.007042525275913 0.015948930996048 0.043508362440786




9/25/2009 57.35452 138.351 26.53308 0.022459353090053 0.061436269786226 0.102310178920775




10/2/2009 56.06147 134.4364 26.22585 -0.022544866559776 -0.028294699713049 -0.011579130655016




10/9/2009 59.27738 136.8389 26.55794 0.057363997055375 0.017870904011116 0.012662697300564




10/16/2009 62.99046 142.3544 27.56249 0.062639070755152 0.04030652102582 0.0378248463548




10/23/2009 67.63186 152.8536 29.88701 0.073684173762186 0.073753954918148 0.084336357128837




10/30/2009 65.57639 139.2404 28.80777 -0.030392037125698 -0.089060381960255 -0.036110671492398




11/6/2009 65.7091 142.3544 29.48852 0.00202374665638 0.022364198896297 0.023630777390961




11/13/2009 70.61537 158.3693 31.14896 0.074666522597327 0.112500210741642 0.056308014101759




11/20/2009 70.94709 154.7221 30.72551 0.004697560885116 -0.023029715986621 -0.013594354354046




11/27/2009 69.62065 147.6934 30.75876 -0.018696186129692 -0.045427899440352 0.001082162671995




12/4/2009 73.40078 161.9285 32.37766 0.054296103239484 0.09638277675238 0.052632160724295




12/11/2009 67.1677 153.9206 30.84173 -0.084918443645967 -0.049453308095857 -0.047437955676846




12/18/2009 64.84709 158.3693 31.47276 -0.03454949328323 0.028902564049257 0.020460266009721




12/25/2009 67.76448 164.4198 31.79646 0.044988757398366 0.038205005641876 0.010285084625562




1/1/2010 70.2842 169.0461 31.54744 0.037183492000529 0.028137122171417 -0.007831689439642




1/8/2010 69.28966 163.7081 32.08711 -0.01415026421301 -0.031577185158368 0.017106617842843




1/15/2010 70.74799 167.2665 32.0289 0.021046863269354 0.021736248847797 -0.001814124114013




1/22/2010 67.83079 163.7081 33.0003 -0.041233680278408 -0.021273835466157 0.030328859248991




1/29/2010 64.31451 158.8153 32.58619 -0.051838995240952 -0.029887342165721 -0.012548673799935




2/5/2010 57.35452 149.5618 29.10671 -0.10821803664523 -0.05826579680925 -0.106777748487933




2/12/2010 59.94046 154.9886 30.13612 0.045086943452757 0.036284666271735 0.035366759073767




2/19/2010 63.65354 150.8066 30.63425 0.06194613788416 -0.026982629690184 0.016529334234135




2/26/2010 63.91868 155.7003 30.51803 0.004165361423732 0.032450171278976 -0.003793792895207




3/5/2010 67.30032 161.3946 31.54744 0.052905347857622 0.036572183868625 0.033731207420663




3/12/2010 67.63186 167.6228 31.6388 0.004926276724984 0.038589890863759 0.002895956058558




3/19/2010 67.63186 162.9067 33.04184 0 -0.028135194018952 0.044345550400142




3/26/2010 69.95247 177.054 33.28257 0.034312378810815 0.0868429598046 0.007285611212935




4/2/2010 72.60462 192.9799 34.78515 0.037913600477581 0.089949393970201 0.04514615307652




4/9/2010 73.59915 192.8012 34.8184 0.013697888646756 -0.000926003174424 0.000955867661919




4/16/2010 75.05821 195.7377 36.19648 0.019824413733039 0.015230714331654 0.039579073133746




4/23/2010 73.66555 191.2891 33.95446 -0.018554399312214 -0.022727354004875 -0.061940277065615




4/30/2010 73.26881 193.9544 35.44933 -0.005385692498054 0.01393336055217 0.044025733291002




5/7/2010 64.97971 172.2508 31.9626 -0.113132723187397 -0.111900529196553 -0.098358135400585




5/14/2010 66.96887 172.1602 33.21607 0.030612017197368 -0.000525977237842 0.039216772102395




5/21/2010 61.66438 167.2646 32.37766 -0.07920829483908 -0.028436305255222 -0.025241095650389




5/28/2010 64.78079 185.3057 34.038 0.050538252391413 0.107859642745686 0.051280419894458




6/4/2010 61.99565 183.8552 31.55573 -0.04299330094616 -0.0078276059506 -0.072926435160703




6/11/2010 63.25422 176.4211 31.87953 0.02030094046921 -0.040434537614384 0.010261210879926




6/18/2010 64.5745 176.7838 30.63425 0.020872599488224 0.00205587653631 -0.039062056435587




6/25/2010 62.9328 175.8771 31.75502 -0.025423348225693 -0.005128863617594 0.03658552110791




7/2/2010 62.24874 170.2564 30.46811 -0.010869689573641 -0.031958111658653 -0.040526190819593




7/9/2010 63.58264 178.053 31.04931 0.021428546184228 0.045793285891162 0.019075682738444




7/16/2010 64.19826 175.8771 32.06205 0.009682202563467 -0.012220518609627 0.032617149946327




7/23/2010 71.14133 176.2398 32.95877 0.108150438968283 0.002062235504224 0.027968267780757




7/30/2010 72.98831 167.2646 32.54285 0.02596212356446 -0.050926067778107 -0.012619402969225




8/6/2010 75.17722 168.2619 33.83871 0.029989870980709 0.005962409260537 0.039820114095723




8/13/2010 72.98831 164.7263 31.87953 -0.029116665926194 -0.021012481138035 -0.057897597160176




8/20/2010 71.75705 164.9983 32.36109 -0.016869276737604 0.00165122387864 0.015105617931005




8/27/2010 72.50953 170.1657 31.87953 0.010486495751985 0.031317898426832 -0.014880833742003




9/3/2010 75.92969 172.1602 32.17837 0.047168420482108 0.011720928483237 0.009374040332464




9/10/2010 76.81902 176.7838 33.63123 0.01171254617265 0.026856381440077 0.0451502049358




9/17/2010 79.2132 194.5528 34.44487 0.031166500171442 0.100512603530414 0.024192989670613




9/24/2010 79.28153 197.4539 37.77394 0.000862608757126 0.014911633243007 0.096649225269249




10/1/2010 81.67581 195.8221 37.0286 0.030199719909543 -0.008264207493496 -0.01973159273298




10/8/2010 83.45427 194.9155 37.10652 0.021774623355434 -0.004629712376693 0.002104319363951




10/15/2010 89.95276 192.1957 38.06773 0.077868873575912 -0.013953738927895 0.025904072923033




10/22/2010 85.84845 190.3826 39.57451 -0.045627393756456 -0.009433613759309 0.039581556347069




10/29/2010 87.55573 191.2919 38.9694 0.019887138323406 0.004776171772 -0.015290397783826




11/5/2010 92.00492 190.8358 40.09407 0.05081552058329 -0.002384314233901 0.028860336571772




11/12/2010 95.08315 195.278 39.7477 0.033457232504523 0.023277603049323 -0.008638933388404




11/19/2010 94.19392 191.2891 37.15854 -0.009352130214449 -0.020426776185746 -0.065139869728311




11/26/2010 93.71505 191.9238 37.40956 -0.00508387377869 0.003318014460834 0.006755378440595




12/3/2010 99.11904 190.3826 38.79516 0.057664057160509 -0.008030270346877 0.03703866070598




12/10/2010 109.37983 191.2891 38.62197 0.103519868634724 0.004761464545604 -0.004464216670327




12/17/2010 106.02799 192.2863 38.78649 -0.030644041044862 0.005213051867566 0.004259751638769




12/24/2010 111.50041 193.1023 37.88587 0.051612975026689 0.004243672066081 -0.023219940757723




12/31/2010 118.34194 194.8208 37.54092 0.061358787828673 0.008899427919812 -0.009104977660537




1/7/2011 111.15838 194.4622 34.85507 -0.060701725863206 -0.001840665883725 -0.0715445972022




1/14/2011 120.05106 193.5556 35.76427 0.08000008636326 -0.004662088570427 0.026085157769013




1/21/2011 119.70903 194.4622 36.96801 -0.002849037734444 0.004683925445712 0.033657614149541




1/28/2011 116.6308 198.0885 36.01548 -0.025714267336391 0.018647840042949 -0.025766331484979




2/4/2011 120.32466 196.7287 36.54361 0.031671393834219 -0.006864608495698 0.014663972269702




2/11/2011 121.62443 203.2561 36.50903 0.010802191338002 0.033179703825624 -0.000946266666046




2/18/2011 113.89459 203.7999 36.37043 -0.063554994666779 0.002675442459046 -0.00379632107454




2/25/2011 114.98909 204.4346 35.67767 0.009609762851774 0.003114329300456 -0.019047341480428




3/4/2011 124.4974 204.3439 37.66077 0.082688801172355 -0.00044366266767 0.055583786721498




3/11/2011 116.6308 205.0692 36.6303 -0.063186861733659 0.003549408619489 -0.027361894087667




3/18/2011 119.70903 204.2532 37.23646 0.026392942516042 -0.003979144600944 0.016548049019528




3/25/2011 126.89158 204.6159 38.00714 0.060000068499427 0.001775737173273 0.020696919094887




4/1/2011 126.54955 205.7944 38.71723 -0.002695450714697 0.005759571958973 0.01868306849713




4/8/2011 132.43242 204.8913 39.51392 0.046486692366745 -0.004388360421858 0.020577143561148




4/15/2011 132.50084 204.9757 40.05082 0.000516640864828 0.000411925738184 0.013587616718362




4/22/2011 134.07413 206.1583 39.27138 0.011873811516968 0.005769464380412 -0.01946127445081




4/29/2011 133.59452 213.0472 39.57365 -0.003577200165312 0.033415584043912 0.007696953863093




5/6/2011 125.79708 215.3935 39.53116 -0.05836646592989 0.011013052506675 -0.001073694238464




5/13/2011 124.01852 213.9857 37.40956 -0.014138324991327 -0.006535944677996 -0.05366905499358




5/20/2011 124.22379 213.9857 37.66943 0.001655156020246 0 0.006946620061824




5/27/2011 129.96981 213.7041 37.43556 0.046255391177487 -0.001315975787167 -0.006208482581234




6/3/2011 129.62779 214.3611 37.92922 -0.002631534200135 0.003074344385531 0.013186927082165




6/10/2011 128.67013 213.9857 37.23646 -0.007387767700121 -0.001751250576714 -0.018264546436758




6/17/2011 127.23002 213.3287 37.14977 -0.011192263503581 -0.003070298622758 -0.002328094561084




6/24/2011 129.01354 215.8627 35.72969 0.014018075293866 0.01187838298363 -0.038225808665841




7/1/2011 134.55659 221.494 36.39643 0.042964870198895 0.026087415750845 0.018660671279264




7/8/2011 140.5362 223.3709 35.76427 0.044439369338953 0.008473818703893 -0.017368736439261




7/15/2011 141.3502 220.5554 35.47848 0.005792101963764 -0.012604596211951 -0.007990936205325




7/22/2011 139.87018 217.2706 36.43101 -0.010470590066374 -0.014893310252209 0.026848106232285




7/29/2011 141.27626 224.3095 35.60899 0.010052750343211 0.032396928070342 -0.022563744458361




8/5/2011 123.95902 210.2315 31.82742 -0.122577140702904 -0.062761496949527 -0.106197058664118




8/12/2011 120.25872 202.7233 31.12238 -0.029850994304408 -0.035713962940853 -0.022151968334223




8/19/2011 113.15416 201.7847 30.70122 -0.059077296016455 -0.004629956201384 -0.013532384091448




8/26/2011 119.66663 204.8819 31.60765 0.05755396001349 0.015349032904874 0.02952423389038




9/2/2011 122.03488 208.5422 31.62594 0.019790396036055 0.01786541417275 0.000578657381995




9/9/2011 124.03296 204.6004 28.29306 0.016373023843675 -0.018901689921752 -0.105384377507831




9/16/2011 122.4789 205.445 29.20873 -0.012529411537063 0.004128046670485 0.032363766944968




9/23/2011 99.9072 204.6004 27.37739 -0.184290518611777 -0.004111075957069 -0.062698378190356




9/30/2011 96.94705 211.1701 30.12431 -0.029628995708017 0.032109907898518 0.100335349717413




10/7/2011 101.01734 208.3544 30.39905 0.041984671013713 -0.013333800571198 0.009120208894411




10/14/2011 108.04786 212.9532 32.2944 0.069597160249914 0.022072008078543 0.062348987879556




10/21/2011 105.45761 213.9857 32.58743 -0.02397317262924 0.004848483140897 0.009073709373761




10/28/2011 117.29848 216.8012 33.23751 0.112280849148772 0.013157421266935 0.019948796207618




11/4/2011 120.6287 213.9857 31.87324 0.028390990232781 -0.012986551734954 -0.0410460952099




11/11/2011 116.18843 214.9241 30.76524 -0.036809399421531 0.004385339768031 -0.03476270376027




11/18/2011 106.49371 208.3544 29.77641 -0.083439633361084 -0.030567535236858 -0.032141143706339




11/25/2011 95.46693 202.7233 28.96152 -0.103543955788562 -0.02702654707556 -0.02736696599758




12/2/2011 96.05893 213.3287 30.11516 0.006201100213446 0.052314657466606 0.039833544648209




12/9/2011 92.50669 215.5811 30.35322 -0.036979799795813 0.010558354314258 0.007904988716646




12/16/2011 77.85365 213.0472 29.48338 -0.158399787085669 -0.011753813298105 -0.028657256132957




12/23/2011 85.10618 200.5646 29.97779 0.093155940665595 -0.058590772373446 0.01676910856218




12/30/2011 81.85082 212.1073 29.40774 -0.038250571227612 0.05755103343262 -0.019015744656294




1/6/2012 84.36612 210.2315 29.41926 0.030730296898675 -0.008843637159117 0.000391733604827




1/13/2012 91.32261 209.293 29.0988 0.082455966921319 -0.004464126451079 -0.010892864062522




1/20/2012 96.13296 210.0438 30.49059 0.052674250111774 0.003587315390386 0.047829807414739




1/27/2012 99.0932 213.9857 31.80913 0.030793184772424 0.018767038113003 0.043244161559353




2/3/2012 106.49371 211.0762 33.11843 0.074682319271151 -0.013596702957254 0.041161138327266




2/10/2012 100.35131 213.9857 32.45921 -0.057678523924089 0.013784121563682 -0.019904929068196




2/17/2012 101.83134 217.7398 32.73385 0.014748487090004 0.017543695676861 0.008461080845775




2/24/2012 106.19767 216.8012 31.13152 0.042878056991099 -0.004310649683705 -0.048950245693678




3/2/2012 112.04412 216.8012 31.58021 0.055052526105328 0 0.0144127238246




3/9/2012 108.19584 216.8012 31.41541 -0.034346112941938 0 -0.00521845801532




3/16/2012 113.15416 217.7398 31.90068 0.045827270253644 0.004329311830377 0.015446877822063




3/23/2012 105.82768 216.8012 30.78362 -0.064747774187003 -0.004310649683705 -0.035016808419131




3/30/2012 105.90025 220.5578 30.77 0.000685737417659 0.017327394866818 -0.000442443091488




4/6/2012 107.15974 218.6783 30.12431 0.011893173056721 -0.008521575750211 -0.02098440038999




4/13/2012 102.86744 216.8012 30.85688 -0.04005515504237 -0.00858384210962 0.024318233347088




4/20/2012 102.94148 217.7398 29.66657 0.000719761277232 0.004329311830377 -0.038575189714579




4/27/2012 101.90537 220.5554 30.62796 -0.010065038893942 0.012931030523588 0.032406510088629




5/4/2012 100.05527 219.6156 29.96865 -0.018155078579274 -0.004261060939791 -0.021526409202572




5/11/2012 95.46693 220.5578 29.57492 -0.045858054253414 0.004290223463178 -0.01313806260876




5/18/2012 88.36237 219.3339 28.38842 -0.074419068466955 -0.005549112296187 -0.04011845171517




5/25/2012 87.47434 222.4325 28.53132 -0.010049866249626 0.014127319123948 0.005033742631679




6/1/2012 92.87677 222.4325 28.94095 0.061760168753488 0 0.014357204643879




6/8/2012 100.42525 220.4898 30.38895 0.081274144223577 -0.008733885560788 0.050032911842908




6/15/2012 105.16166 221.4611 31.41779 0.047163537058658 0.004405192439741 0.033855727163986




6/22/2012 107.67521 223.3066 32.09416 0.023901771805428 0.008333291941565 0.02152824880426




6/29/2012 107.30734 223.4038 32.96105 -0.003416478128996 0.000435275983782 0.027010833123534




7/6/2012 111.078 221.4611 31.98937 0.035138882391456 -0.008695912961194 -0.029479643397283




7/13/2012 108.52131 222.2382 31.46542 -0.023017069086588 0.003508968392192 -0.016378878358655




7/20/2012 108.06148 222.9181 30.29368 -0.004237232300274 0.003059330034171 -0.03723897535771




7/27/2012 114.86705 222.9181 30.66521 0.062978685836988 0 0.012264274264467




8/3/2012 117.44213 223.3066 31.00816 0.022417917061507 0.001742792532325 0.011183683398875




8/10/2012 119.09754 221.2669 32.77053 0.014095537947072 -0.009134078437449 0.056835684542392




8/17/2012 124.15574 221.364 33.32305 0.042471070351243 0.000438836536328 0.016860270493032




8/24/2012 121.76459 225.3464 33.33258 -0.019259278709144 0.017990278455395 0.000285988227368




8/31/2012 119.46541 226.3177 33.91368 -0.018882172559362 0.004310253014914 0.017433393994704




9/7/2012 126.63885 226.8034 35.15211 0.060046167338312 0.002146098162009 0.036517122294012




9/14/2012 139.79016 229.2317 36.2 0.103848937352163 0.010706629618427 0.029810159333252




9/21/2012 139.9741 230.203 35.04732 0.001315829383127 0.004237197560372 -0.031841988950276




9/28/2012 140.25 232.6313 33.91368 0.001971078935317 0.010548515875119 -0.032345982517351




10/5/2012 144.29656 231.1743 34.86632 0.02885247771836 -0.006263129682033 0.028090139436357




10/12/2012 144.84836 231.1743 34.58053 0.003824068986814 0 -0.008196735416872




10/19/2012 148.25115 230.6887 35.05684 0.023492085101965 -0.002100579519436 0.013773935795663




10/26/2012 146.87164 231.2715 33.77079 -0.009305222927444 0.002526348278004 -0.036684709745659




11/2/2012 149.44672 230.7858 34.96158 0.017532860666634 -0.002100129069081 0.035260945923978




11/9/2012 151.7459 230.203 34.05658 0.015384613325739 -0.002525285351178 -0.025885557803738




11/16/2012 156.34426 231.1743 33.24684 0.030303026309113 0.004219319470207 -0.023776315766292




11/23/2012 166.46066 231.66 33.03726 0.064705925244713 0.002101012093472 -0.006303756988634




11/30/2012 164.34541 232.1457 33.15158 -0.012707206615665 0.002096607096607 0.00346033539101




12/7/2012 161.95426 232.1457 33.72316 -0.014549539290449 0 0.017241410514974




12/14/2012 175.28951 232.6313 34.10421 0.08233960625673 0.002091789768236 0.011299356288082




12/21/2012 173.3582 235.9338 34.67579 -0.011017829874703 0.014196283991019 0.01675980766011




12/28/2012 174.7377 234.9625 35.15211 0.007957512249204 -0.004116832772583 0.013736384953306




1/4/2013 177.95656 234.9625 34.96158 0.018421096306063 0 -0.005420158277839




1/11/2013 175.47344 251.5721 34.21853 -0.01395351764498 0.070690429323828 -0.021253330084052




1/18/2013 172.89836 266.1419 34.56147 -0.014675041419374 0.057915007268294 0.010022055301616




1/25/2013 172.43852 258.6627 33.05632 -0.002659597233889 -0.028102301817189 -0.043549941596813




2/1/2013 173.91 241.8589 32.86579 0.008533360179616 -0.064964140558341 -0.005763799479192




2/8/2013 174.7377 262.2566 33.89463 0.00475935828877 0.084337189989701 0.031304283268408




2/15/2013 170.59918 267.1132 33.68505 -0.023684184924032 0.018518504396076 -0.00618328036034




2/22/2013 165.08115 262.1595 32.98963 -0.032344997203386 -0.01854532086022 -0.020644766743704




3/1/2013 160.02295 266.1419 33.62789 -0.030640687928331 0.015190752194752 0.019347291861109




3/8/2013 160.02295 265.3648 32.58 0 -0.002919870941028 -0.031161336616719




3/15/2013 155.97639 261.091 33.35163 -0.025287372842458 -0.016105376447818 0.023684162062615




3/22/2013 145.86 243.8015 32.15132 -0.064858469926122 -0.066220206747839 -0.035989545338564




3/29/2013 145.12426 244.7728 32.91342 -0.005044151926505 0.003983978769614 0.023703536899885




4/5/2013 146.77967 261.2853 33.14205 0.011406845416473 0.067460518488983 0.0069464066633




4/12/2013 148.80295 262.1595 32.92295 0.013784470288017 0.0033457680168 -0.006610936861178




4/19/2013 131.23721 257.4 32.33232 -0.118046987643726 -0.018154978171686 -0.017939765421993




4/26/2013 135.28377 257.4 31.17011 0.03083393802718 0 -0.035945765722967




5/3/2013 131.78902 264 31.24632 -0.025832736624652 0.025641025641026 0.00244497051823




5/10/2013 134.31811 267.2 31.60832 0.019190445455927 0.012121212121212 0.011585364292499




5/17/2013 129.67377 268 32.43711 -0.034577169080178 0.002994011976048 0.026220627986555




5/24/2013 130.40951 279 32.10368 0.005673776585658 0.041044776119403 -0.01027927580478




5/31/2013 136.38738 292 33.16111 0.045839218320811 0.046594982078853 0.032937968482118




6/7/2013 139.79016 292 34.19947 0.024949375814683 0 0.031312582721145




6/14/2013 142.27328 293.2 35.10447 0.017763195921659 0.004109589041096 0.026462398393893




6/21/2013 113.11967 296.3 32.44663 -0.204912756632869 0.010572987721692 -0.075712295328772




6/28/2013 111.28033 280 33.91368 -0.016260125228442 -0.055011812352346 0.04521424875249




7/5/2013 114.96 282.1 32.86579 0.0330666704529 0.0075 -0.030898740567228




7/12/2013 119.5 293.65 34.24711 0.039491997216423 0.040942928039702 0.042029112946928




7/19/2013 114.9 303 35.04732 -0.038493723849372 0.031840626596288 0.023365767213642




7/26/2013 112 308 34.48526 -0.025239338555266 0.016501650165017 -0.016037174882416




8/2/2013 117.35 328.5 37.15263 0.047767857142857 0.066558441558442 0.077348119167436




8/9/2013 125.95 327 37.15263 0.073285044737964 -0.004566210045662 0




8/16/2013 124 343 37.15263 -0.015482334259627 0.048929663608563 0




8/23/2013 129.1 340 36.83826 0.041129032258065 -0.008746355685131 -0.008461581320084




8/30/2013 122.6 311.9 36.49532 -0.050348567002324 -0.08264705882353 -0.009309343058005




9/6/2013 120 304 33.55168 -0.021207177814029 -0.025328630971465 -0.080658013137027




9/13/2013 124 320.55 36.05711 0.033333333333333 0.054440789473684 0.074673757022003




9/20/2013 126.45 331 36.1 0.019758064516129 0.032600218374669 0.001189501876329




9/27/2013 124 350 37.29 -0.019375247133254 0.057401812688822 0.032963988919668




10/4/2013 120.8 345 37.45 -0.025806451612903 -0.014285714285714 0.004290694556181




10/11/2013 123 374.6 39.01 0.018211920529801 0.085797101449276 0.041655540720961




10/18/2013 121.35 358 38.9 -0.013414634146342 -0.044313934863855 -0.002819789797488




10/25/2013 121.8 380 40.15 0.003708281829419 0.061452513966481 0.032133676092545




11/1/2013 124.55 375 40.85 0.022577996715928 -0.013157894736842 0.017434620174346




11/8/2013 123.5 367.5 40.45 -0.008430349257326 -0.02 -0.009791921664627




11/15/2013 119.5 378 41.29 -0.032388663967611 0.028571428571429 0.020766378244747




11/22/2013 121.4 383.4 41.5 0.015899581589958 0.014285714285714 0.005085977234197




11/29/2013 118.45 406.1 41.15 -0.024299835255354 0.059207094418362 -0.008433734939759





Sheet 8: zadanie 4b

4. Na podstawie danych obliczonych w zadaniu 1b i 2b dokonaj optymalizacji tego portfela inwestycyjnego (udziałów poszczególnych spółek w portfelu) ze względu na minimalizację ryzyka w portfelu inwestycyjnym










data CCC KGHM PEKAO

Zamkniecie Zamkniecie Zamkniecie
11/30/2007 49.74506 57.95167 202.2318
12/7/2007 46.19777 60.51599 208.6406
12/14/2007 43.97498 55.64393 201.3275
12/21/2007 41.7522 55.38744 193.1101
12/28/2007 39.97397 54.25928 186.5362
1/4/2008 41.04455 54.87472 183.0842
1/11/2008 36.42658 53.90033 174.2102
1/18/2008 39.95573 48.84866 162.7049
1/25/2008 40.86298 47.48966 161.8832
2/1/2008 41.71592 49.13072 165.582
2/8/2008 38.19574 51.02828 146.2702
2/15/2008 40.72705 53.79769 156.5419
2/22/2008 40.86298 55.28499 156.9528
2/29/2008 36.44462 55.84902 144.6268
3/7/2008 33.75924 54.61822 136.8203
3/14/2008 37.30653 51.90023 144.0517
3/21/2008 37.39731 46.77167 150.3798
3/28/2008 40.14627 53.33611 161.8016
4/4/2008 37.97799 53.02839 167.2245
4/11/2008 39.52034 51.84882 155.3918
4/18/2008 38.6402 54.0541 167.8821
4/25/2008 39.26622 52.77198 159.0896
5/2/2008 39.24819 52.61812 158.6006
5/9/2008 39.92862 53.95155 164.3459
5/16/2008 39.97397 56.92605 165.6312
5/23/2008 40.81764 56.10552 154.8476
5/30/2008 41.30764 52.87453 163.2159
6/6/2008 40.86298 52.61812 159.6787
6/13/2008 39.66554 50.66924 149.6721
6/20/2008 39.08485 52.3104 145.8761
6/27/2008 35.53746 52.05399 141.1317
7/4/2008 35.09291 48.4384 139.3196
7/11/2008 34.99305 50.97844 133.7124
7/18/2008 30.20278 47.24521 143.2019
7/25/2008 34.69379 43.54583 154.8476
8/1/2008 35.58271 46.25675 160.8867
8/8/2008 37.13422 41.68193 156.7456
8/15/2008 39.08485 44.27991 149.9302
8/22/2008 37.30653 42.64207 150.1032
8/29/2008 36.87104 43.68691 156.4006
9/5/2008 37.08888 37.89776 148.4641
9/12/2008 36.95275 37.53062 145.0999
9/19/2008 35.49212 33.85957 147.515
9/26/2008 37.30653 33.32303 150.9653
10/3/2008 37.30653 25.83938 147.084
10/10/2008 33.75924 16.10797 133.5403
10/17/2008 34.92967 15.53188 109.9031
10/24/2008 34.64825 12.08661 90.5791
10/31/2008 35.53746 17.19814 107.919
11/7/2008 36.42658 15.93856 108.868
11/14/2008 37.13422 14.85418 99.8095
11/21/2008 35.18359 12.99028 90.5791
11/28/2008 36.42658 16.32262 95.7553
12/5/2008 35.53746 14.99535 100.0685
12/12/2008 35.53746 16.49202 105.2448
12/19/2008 34.29448 16.18136 107.7468
12/26/2008 33.75924 15.53188 105.2448
1/2/2009 32.42556 15.88209 108.868
1/9/2009 35.08384 18.46876 106.1078
1/16/2009 34.13124 17.63858 96.6182
1/23/2009 32.08983 15.53188 93.0811
1/30/2009 33.75924 17.00032 94.0302
2/6/2009 33.75924 19.76789 85.8348
2/13/2009 32.91537 18.94892 80.7883
2/20/2009 32.87012 18.64387 66.4249
2/27/2009 31.09189 19.28773 66.8562
3/6/2009 29.31366 24.60813 71.5146
3/13/2009 27.18156 24.0039 75.9142
3/20/2009 24.98598 25.99196 74.5771
3/27/2009 26.51926 26.20652 80.2275
4/3/2009 28.29749 30.16019 87.1289
4/10/2009 28.60602 31.74147 99.2064
4/17/2009 28.56068 31.5156 89.544
4/24/2009 29.58582 33.15344 97.7394
5/1/2009 31.53645 33.52067 104.3818
5/8/2009 34.64825 39.53569 102.0527
5/15/2009 33.31458 37.84129 98.3435
5/22/2009 32.13527 39.64863 98.6885
5/29/2009 32.244 39.59115 93.5122
6/5/2009 34.02232 43.71524 101.7936
6/12/2009 34.56663 49.13716 106.1078
6/19/2009 34.13124 47.04748 106.0208
6/26/2009 34.20379 47.16336 98.8614
7/3/2009 36.29045 43.37634 97.4804
7/10/2009 35.09291 44.47792 90.493
7/17/2009 37.13422 50.32611 104.1237
7/24/2009 39.08485 54.86801 120.8586
7/31/2009 39.97397 57.35452 125.6039
8/7/2009 39.97397 58.38226 117.8395
8/14/2009 39.97397 56.39301 116.3733
8/21/2009 38.19574 58.97903 121.6356
8/28/2009 40.41852 58.34906 124.4819
9/4/2009 39.73809 55.03382 122.4978
9/11/2009 39.97397 56.49252 125.9489
9/18/2009 41.7522 56.09467 124.5678
9/25/2009 42.64141 57.35452 134.5753
10/2/2009 42.63214 56.06147 127.846
10/9/2009 41.32578 59.27738 135.4375
10/16/2009 37.74201 62.99046 140.6137
10/23/2009 38.55858 67.63186 148.3781
10/30/2009 36.78035 65.57639 135.6966
11/6/2009 37.46996 65.7091 146.4801
11/13/2009 36.27231 70.61537 152.3463
11/20/2009 40.19171 70.94709 153.0364
11/27/2009 40.82671 69.62065 148.3781
12/4/2009 42.64141 73.40078 157.0046
12/11/2009 44.90954 67.1677 143.9779
12/18/2009 44.0566 64.84709 140.3548
12/25/2009 45.90738 67.76448 139.7516
1/1/2010 44.09287 70.2842 139.4926
1/8/2010 45.36306 69.28966 148.2913
1/15/2010 47.22291 70.74799 150.9653
1/22/2010 47.08688 67.83079 148.3781
1/29/2010 48.08699 64.31451 147.5177
2/5/2010 49.44579 57.35452 133.7984
2/12/2010 48.53844 59.94046 131.5562
2/19/2010 46.3611 63.65354 131.9873
2/26/2010 47.63119 63.91868 135.7825
3/5/2010 48.62933 67.30032 144.4959
3/12/2010 49.89932 67.63186 146.221
3/19/2010 50.35305 67.63186 143.2019
3/26/2010 51.80461 69.95247 144.3229
4/2/2010 51.80461 72.60462 146.9111
4/9/2010 52.62127 73.59915 148.5501
4/16/2010 52.62127 75.05821 153.5534
4/23/2010 52.57524 73.66555 147.1666
4/30/2010 52.93542 73.26881 145.6214
5/7/2010 48.99207 64.97971 136.3857
5/14/2010 51.44177 66.96887 142.2239
5/21/2010 50.35305 61.66438 136.9563
5/28/2010 52.16755 64.78079 146.1745
6/4/2010 49.89932 61.99565 140.468
6/11/2010 49.30967 63.25422 143.8041
6/18/2010 48.99207 64.5745 144.8576
6/25/2010 48.99207 62.9328 141.3459
7/2/2010 46.27032 62.24874 138.7122
7/9/2010 48.08482 63.58264 136.7806
7/16/2010 49.89932 64.19826 140.907
7/23/2010 49.89932 71.14133 143.9797
7/30/2010 50.8113 72.98831 143.8919
8/6/2010 48.99207 75.17722 148.8082
8/13/2010 50.35305 72.98831 141.3459
8/20/2010 50.2664 71.75705 139.59
8/27/2010 48.85348 72.50953 137.8342
9/3/2010 51.67016 75.92969 139.59
9/10/2010 51.5778 76.81902 140.029
9/17/2010 49.86926 79.2132 141.3459
9/24/2010 52.40895 79.28153 148.2816
10/1/2010 53.10161 81.67581 151.0031
10/8/2010 51.76252 83.45427 156.2706
10/15/2010 56.47246 89.95276 160.8359
10/22/2010 56.70321 85.84845 163.2941
10/29/2010 57.16729 87.55573 163.556
11/5/2010 58.91969 92.00492 167.8592
11/12/2010 57.95004 95.08315 165.9278
11/19/2010 57.25738 94.19392 159.7824
11/26/2010 57.90381 93.71505 157.0608
12/3/2010 58.64271 99.11904 161.4504
12/10/2010 58.50411 109.37983 164.1719
12/17/2010 60.95145 106.02799 163.2941
12/24/2010 63.62963 111.50041 162.4161
12/31/2010 62.79404 118.34194 157.1468
1/7/2011 59.65858 111.15838 151.7054
1/14/2011 58.36562 120.05106 149.2473
1/21/2011 59.10441 119.70903 154.6903
1/28/2011 59.56622 116.6308 148.3693
2/4/2011 57.71909 120.32466 152.32
2/11/2011 55.50281 121.62443 146.6135
2/18/2011 54.94864 113.89459 143.2774
2/25/2011 55.04091 114.98909 143.2774
3/4/2011 54.94864 124.4974 150.1251
3/11/2011 53.56332 116.6308 147.6669
3/18/2011 53.56332 119.70903 146.7891
3/25/2011 54.94864 126.89158 148.8082
4/1/2011 54.02513 126.54955 153.6368
4/8/2011 54.4407 132.43242 153.2856
4/15/2011 54.94864 132.50084 154.5148
4/22/2011 55.04091 134.07413 153.6368
4/29/2011 54.48782 133.59452 152.7583
5/6/2011 54.94864 125.79708 154.4315
5/13/2011 54.02513 124.01852 149.7777
5/20/2011 54.02513 124.22379 150.8566
5/27/2011 53.10161 129.96981 149.9423
6/3/2011 55.08714 129.62779 153.5994
6/10/2011 54.94864 128.67013 153.5994
6/17/2011 54.67156 127.23002 157.1652
6/24/2011 54.48684 129.01354 149.028
7/1/2011 52.54744 134.55659 151.1309
7/8/2011 53.56332 140.5362 152.7766
7/15/2011 51.62403 141.3502 150.8566
7/22/2011 51.62403 139.87018 148.1138
7/29/2011 51.71274 141.27626 145.6452
8/5/2011 47.09881 123.95902 131.2909
8/12/2011 41.37309 120.25872 130.2852
8/19/2011 36.93767 113.15416 118.491
8/26/2011 36.47833 119.66663 122.4225
9/2/2011 40.28693 122.03488 129.9195
9/9/2011 39.42571 124.03296 118.8567
9/16/2011 36.55492 122.4789 123.8853
9/23/2011 35.8659 99.9072 113.5539
9/30/2011 40.57397 96.94705 122.6967
10/7/2011 40.38264 101.01734 127.9995
10/14/2011 39.42571 108.04786 130.651
10/21/2011 38.08603 105.45761 130.2852
10/28/2011 41.14815 117.29848 139.4281
11/4/2011 43.30125 120.6287 134.5824
11/11/2011 43.55004 116.18843 126.171
11/18/2011 43.06201 106.49371 123.8853
11/25/2011 42.10508 95.46693 121.1424
12/2/2011 42.58355 96.05893 132.5709
12/9/2011 42.48783 92.50669 131.9309
12/16/2011 42.48783 77.85365 128.5481
12/23/2011 44.49741 85.10618 132.5709
12/30/2011 44.97814 81.85082 129.0989
1/6/2012 45.93281 84.36612 127.3596
1/13/2012 44.66971 91.32261 127.4509
1/20/2012 44.59312 96.13296 139.5195
1/27/2012 48.8036 99.0932 142.9937
2/3/2012 51.67449 106.49371 146.5595
2/10/2012 50.71756 100.35131 143.5423
2/17/2012 51.67449 101.83134 146.5595
2/24/2012 50.14338 106.19767 139.4281
3/2/2012 52.63143 112.04412 142.5366
3/9/2012 53.20551 108.19584 138.6052
3/16/2012 55.50222 113.15416 139.6109
3/23/2012 55.02375 105.82768 140.6167
3/30/2012 54.97329 105.90025 141.7143
4/6/2012 54.54529 107.15974 133.4853
4/13/2012 53.77968 102.86744 133.211
4/20/2012 53.73188 102.94148 131.6567
4/27/2012 53.97111 101.90537 138.971
5/4/2012 60.28688 100.05527 136.2281
5/11/2012 54.54529 95.46693 129.9195
5/18/2012 50.52614 88.36237 121.5996
5/25/2012 51.14812 87.47434 120.1367
6/1/2012 50.71756 92.87677 126.1731
6/8/2012 51.19603 100.42525 127.085
6/15/2012 54.25815 105.16166 134.8937
6/22/2012 54.97585 107.67521 136.6036
6/29/2012 56.46171 107.30734 143.9182
7/6/2012 54.73662 111.078 141.7333
7/13/2012 56.65048 108.52131 136.9836
7/20/2012 57.70312 108.06148 134.1337
7/27/2012 55.59783 114.86705 129.8589
8/3/2012 55.50222 117.44213 139.6434
8/10/2012 55.50222 119.09754 147.2431
8/17/2012 54.54529 124.15574 149.618
8/24/2012 55.69355 121.76459 145.0582
8/31/2012 53.59329 119.46541 143.0633
9/7/2012 52.15414 126.63885 151.2329
9/14/2012 51.67114 139.79016 153.7978
9/21/2012 51.957 139.9741 151.7079
9/28/2012 54.60857 140.25 149.9029
10/5/2012 53.52429 144.29656 151.6129
10/12/2012 57.17143 144.84836 146.1031
10/19/2012 56.18571 148.25115 144.0132
10/26/2012 58.05857 146.87164 145.3432
11/2/2012 57.71357 149.44672 146.9581
11/9/2012 59.63571 151.7459 144.8682
11/16/2012 61.01571 156.34426 148.668
11/23/2012 65.64857 166.46066 146.8631
11/30/2012 69.59143 164.34541 149.808
12/7/2012 68.01429 161.95426 155.7927
12/14/2012 73.73143 175.28951 154.0828
12/21/2012 71.02071 173.3582 159.5925
12/28/2012 71.95714 174.7377 159.1175
1/4/2013 73.63286 177.95656 159.4975
1/11/2013 70.87286 175.47344 157.2176
1/18/2013 71.56286 172.89836 161.4924
1/25/2013 73.09071 172.43852 160.2575
2/1/2013 71.95714 173.91 146.7681
2/8/2013 67.62 174.7377 151.2329
2/15/2013 69.59143 170.59918 151.8979
2/22/2013 68.75357 165.08115 151.5179
3/1/2013 70.47857 160.02295 151.0429
3/8/2013 77.13214 160.02295 152.6578
3/15/2013 76.88571 155.97639 155.9827
3/22/2013 73.92857 145.86 146.2931
3/29/2013 69.78857 145.12426 149.143
4/5/2013 69 146.77967 144.3932
4/12/2013 70.82357 148.80295 150.7579
4/19/2013 69.98571 131.23721 147.1481
4/26/2013 69.97586 135.28377 145.3432
5/3/2013 70.67571 131.78902 140.8784
5/10/2013 72.94286 134.31811 143.1583
5/17/2013 75.11143 129.67377 152.5153
5/24/2013 81.32143 130.40951 153.8928
5/31/2013 77.77286 136.38738 157.9301
6/7/2013 79.39929 139.79016 159.1175
6/14/2013 80.82857 142.27328 160.3525
6/21/2013 85.45157 113.11967 147.8
6/28/2013 83.78571 111.28033 150
7/5/2013 84.57429 114.96 143.3
7/12/2013 85.51071 119.5 152
7/19/2013 87.72857 114.9 159
7/26/2013 89.20714 112 161
8/2/2013 95.51571 117.35 164.9
8/9/2013 100.395 125.95 172
8/16/2013 106.45714 124 177.9
8/23/2013 99.65571 129.1 173.9
8/30/2013 96.64929 122.6 174
9/6/2013 98.57143 120 163.5
9/13/2013 102.51429 124 171
9/20/2013 111.38571 126.45 177
9/27/2013 113 124 182
10/4/2013 117.7 120.8 183.2
10/11/2013 126.4 123 193
10/18/2013 133.9 121.35 196
10/25/2013 139 121.8 191.95
11/1/2013 130 124.55 193
11/8/2013 119.9 123.5 191.7
11/15/2013 118.7 119.5 190
11/22/2013 125.5 121.4 191.8
11/29/2013 119.2 118.45 188.35

Sheet 9: zadanie 5a

5. Na podstawie danych z zad. 1a oraz notowań indeksu WIG wyznacz współczynniki beta modelu jednowskaźnikowego Sharpe'a dla poszczególnych spółek i zinterpretuj ich wartości.



















WIG







data zamknięcie stopa zwrotu
KGHM
BZWBK
PKO BP
11/30/2007 56680.3 WIG
beta alfa beta alfa beta alfa
12/7/2007 58635.8 0.03450052310944
1.65020780324879 0.004080322868257 1.20824243839386 0.003042936306395 1.29926630961897 0.001057622370231
12/14/2007 56871.4 -0.030090831880865
0.087363343267742 0.002653834481077 0.065656995448915 0.001994461199959 0.048305587001449 0.001467377822529
12/21/2007 55792.5 -0.018970871123271
0.534288229872332 0.046947903514461 0.521277863613293 0.035283199704689 0.699353808450109 0.025958782630413
12/28/2007 55648.5 -0.002580992068826
356.795018182049 311 338.646164991162 311 723.438515241897 311
1/4/2008 54850.7 -0.014336415177408
0.786413913469962 0.685476855409365 0.421582026812904 0.387165200415705 0.487495117234496 0.209569961048084
1/11/2008 50400.8 -0.081127497005508






1/18/2008 47128.7 -0.064921588546214






1/25/2008 47522.1 0.008347355220916
Współczynniki beta są większe od 1, a zatem stopy zwrotu akcji w większym stopniu reagują na zmiany zachodzące na rynku niż przeciętna akcja; takie akcje nazywamy agresywnymi




2/1/2008 49092.2 0.033039364842884






2/8/2008 47589 -0.030619935549843






2/15/2008 49309.4 0.036151211414403






2/22/2008 49320.2 0.000219025175727






2/29/2008 47522 -0.03645970616502






3/7/2008 45792.5 -0.036393670300072






3/14/2008 46239.4 0.009759240050227






3/21/2008 45903.7 -0.007260042301587






3/28/2008 47936.7 0.044288368911439






4/4/2008 48615.5 0.014160340615854






4/11/2008 47064.2 -0.031909576163981






4/18/2008 47477.1 0.008773122670735






4/25/2008 46265.3 -0.025523884146252






5/2/2008 46691.8 0.009218572018338






5/9/2008 47598.7 0.019423110696096






5/16/2008 47960.4 0.007598947030066






5/23/2008 46573.9 -0.028909266811786






5/30/2008 46624.4 0.001084298287238






6/6/2008 45819.4 -0.017265637734748






6/13/2008 43623.3 -0.047929479652724






6/20/2008 42987.4 -0.014577072344367






6/27/2008 41373.8 -0.037536580486375






7/4/2008 39584 -0.043259260691549






7/11/2008 38927.9 -0.016574878738884






7/18/2008 38847.3 -0.002070494426876






7/25/2008 40640.4 0.04615764802187






8/1/2008 42017.9 0.03389484355469






8/8/2008 40651.8 -0.032512334029069






8/15/2008 40903.5 0.006191607751686






8/22/2008 40411.3 -0.012033200092902






8/29/2008 40481.8 0.001744561545904






9/5/2008 39913.5 -0.014038407383071






9/12/2008 39121 -0.019855437383342






9/19/2008 38361 -0.019426906265177






9/26/2008 38460.5 0.002593780141289






10/3/2008 36830.3 -0.0423863444313






10/10/2008 31041.4 -0.157177649924111






10/17/2008 28624.8 -0.07785087012828






10/24/2008 25291.4 -0.11645146865655






10/31/2008 28397.1 0.122796681876053






11/7/2008 28427.3 0.001063488877385






11/14/2008 27110.6 -0.046318151917347






11/21/2008 25388.8 -0.063510213717144






11/28/2008 27130.1 0.06858536047391






12/5/2008 26980.5 -0.005514170607554






12/12/2008 27318.7 0.012534978966291






12/19/2008 27222.2 -0.003532378919934






12/26/2008 26776.3 -0.01638001337144






1/2/2009 27228.6 0.016891803572562






1/9/2009 27680 0.016578156791021






1/16/2009 26177.1 -0.054295520231214






1/23/2009 24798 -0.052683452330472






1/30/2009 24685.4 -0.004540688765223






2/6/2009 23914.4 -0.031233036531715






2/13/2009 23555.5 -0.015007694108989






2/20/2009 21831.6 -0.073184606567468






2/27/2009 21690.8 -0.006449366972645






3/6/2009 22948.5 0.057983108045808






3/13/2009 23176.7 0.009944005054797






3/20/2009 23581.9 0.017483075675139






3/27/2009 24813 0.052205293042545






4/3/2009 26152 0.053963648087696






4/10/2009 28017.8 0.071344447843377






4/17/2009 27390.5 -0.022389338206426






4/24/2009 28319.9 0.033931472590862






5/1/2009 29018.6 0.024671697287067






5/8/2009 29698.4 0.023426354131488






5/15/2009 29424.4 -0.009226086253805






5/22/2009 29399.6 -0.000842837916831






5/29/2009 29322.7 -0.002615681846011






6/5/2009 31399 0.070808622671173






6/12/2009 32362.7 0.030692060256696






6/19/2009 31556.2 -0.02492066483946






6/26/2009 30262.5 -0.04099669795476






7/3/2009 30105.1 -0.005201156546882






7/10/2009 29611.5 -0.016395893054665






7/17/2009 31544.7 0.065285446532597






7/24/2009 33997.1 0.077743646317765






7/31/2009 35261.9 0.037203173211833






8/7/2009 35422.9 0.004565834512604






8/14/2009 35811.3 0.010964658455406






8/21/2009 37915.4 0.058755197381832






8/28/2009 38232.1 0.008352806511338






9/4/2009 36191.6 -0.053371381640036






9/11/2009 36649.3 0.012646580974591






9/18/2009 36870.4 0.006032857380632






9/25/2009 38214.6 0.036457429265752






10/2/2009 37045.6 -0.030590402620988






10/9/2009 38017 0.026221737534282






10/16/2009 38470.3 0.011923613120446






10/23/2009 40262.9 0.04659698520677






10/30/2009 38427.6 -0.045582906348028






11/6/2009 38524.6 0.002524227378239






11/13/2009 39782.5 0.03265186400378






11/20/2009 39574.2 -0.005235970590084






11/27/2009 39083.1 -0.012409600194066






12/4/2009 40852.9 0.045282999557354






12/11/2009 39463.1 -0.034019616722436






12/18/2009 39399.5 -0.001611632132296






12/25/2009 39686.2 0.007276742090636






1/1/2010 39986 0.007554263194763






1/8/2010 40921.9 0.023405691992197






1/15/2010 40990.5 0.001676364000694






1/22/2010 40467.2 -0.012766372696113






1/29/2010 40058.3 -0.010104479677368






2/5/2010 37502.9 -0.063792023126294






2/12/2010 37933 0.011468446440142






2/19/2010 38650 0.018901747818522






2/26/2010 38708.6 0.00151617076326






3/5/2010 40354.3 0.042515100003617






3/12/2010 41253.6 0.022285109641352






3/19/2010 41611.7 0.008680454554269






3/26/2010 42395.5 0.018836048515201






4/2/2010 43151.3 0.017827363753229






4/9/2010 43262.2 0.002570026858982






4/16/2010 43912.6 0.015033909509919






4/23/2010 42810 -0.025108966446988






4/30/2010 43295.2 0.011333800513899






5/7/2010 39923.6 -0.077874683567693






5/14/2010 41075.4 0.028850103698063






5/21/2010 39580.6 -0.036391611524173






5/28/2010 41409.2 0.046199400716513






6/4/2010 40451.2 -0.023134955517132






6/11/2010 40635.6 0.004558579226327






6/18/2010 40761.7 0.003103190306037






6/25/2010 40376.8 -0.009442687620977






7/2/2010 39805.4 -0.01415169107012






7/9/2010 40392.1 0.01473920623835






7/16/2010 41060.8 0.016555217480646






7/23/2010 42292.1 0.02998723843666






7/30/2010 42464.7 0.004081140449398






8/6/2010 43421.3 0.022526945910368






8/13/2010 42167.93 -0.028865326464201






8/20/2010 42202.91 0.000829540363969






8/27/2010 42083.62 -0.002826582337569






9/3/2010 42944.94 0.0204668704831






9/10/2010 43671.28 0.016913284778137






9/17/2010 44145.24 0.010852899205153






9/24/2010 45133.77 0.02239267472552






10/1/2010 45225.58 0.002034175297122






10/8/2010 45227.66 4.59916710852961E-05






10/15/2010 45806.33 0.012794604010024






10/22/2010 45729.01 -0.001687976312444






10/29/2010 46229.6 0.010946880328264






11/5/2010 47232.31 0.021689783169225






11/12/2010 47493.93 0.005539004973502






11/19/2010 46005.8 -0.031333056666399






11/26/2010 45641.9 -0.007909872233501






12/3/2010 46868.43 0.026872895300152






12/10/2010 47510.17 0.013692372456257






12/17/2010 47651.54 0.002975573440381






12/24/2010 47718.8 0.001411496879219






12/31/2010 47489.91 -0.00479664199435






1/7/2011 46850.41 -0.013466018360532






1/14/2011 47258.66 0.008713904531465






1/21/2011 47641.43 0.008099467907046






1/28/2011 47223.01 -0.00878269187134






2/4/2011 47796.39 0.012141962149384






2/11/2011 47547.85 -0.005199974307683






2/18/2011 46761.43 -0.016539549106847






2/25/2011 46874.11 0.00240967823268






3/4/2011 48295.76 0.03032910918202






3/11/2011 47689.93 -0.012544165367726






3/18/2011 48010.91 0.006730561357503






3/25/2011 48626.25 0.012816670211






4/1/2011 49503.34 0.018037376931184






4/8/2011 49986.15 0.009753079287175






4/15/2011 50016.31 0.000603367132696






4/22/2011 49966.31 -0.000999673906372






4/29/2011 50008.98 0.00085397540863






5/6/2011 49321.53 -0.01374653112301






5/13/2011 48677.61 -0.013055556062434






5/20/2011 48858.84 0.003723066929539






5/27/2011 49425.67 0.011601380630404






6/3/2011 49638.88 0.004313750324477






6/10/2011 49077.61 -0.011307064140045






6/17/2011 49353.4 0.005619466799626






6/24/2011 48394.02 -0.019438984953418






7/1/2011 48551.19 0.003247715316893






7/8/2011 48700.58 0.003076958566824






7/15/2011 47785.85 -0.018782733183055






7/22/2011 47501.78 -0.005944646793978






7/29/2011 47152.63 -0.007350250874809






8/5/2011 42011.33 -0.109035275444869






8/12/2011 39910.95 -0.049995560721358






8/19/2011 38749.61 -0.029098280045952






8/26/2011 39774 0.02643613703467






9/2/2011 40544.28 0.019366420274551






9/9/2011 38708.57 -0.045276670346594






9/16/2011 39254.5 0.014103595147018






9/23/2011 36549.47 -0.068910061266861






9/30/2011 38268.75 0.047039806596375






10/7/2011 38174.89 -0.002452653927813






10/14/2011 40026.63 0.048506754046967






10/21/2011 40054.41 0.000694037944239






10/28/2011 41686.02 0.040734840433301






11/4/2011 40909.81 -0.018620391200695






11/11/2011 39853.18 -0.025828279329579






11/18/2011 39106.23 -0.018742544509623






11/25/2011 37601.56 -0.038476478044547






12/2/2011 39144.14 0.041024361755204






12/9/2011 38637.17 -0.012951363856761






12/16/2011 37001.49 -0.042334363515754






12/23/2011 37788.65 0.02127373789542






12/30/2011 37595.44 -0.005112910887264






1/6/2012 37739.39 0.00382892180541






1/13/2012 37991.91 0.006691152135739






1/20/2012 39518.87 0.040191714499218






1/27/2012 40467.92 0.024015109743776






2/3/2012 41732.3 0.031244007599106






2/10/2012 41219.43 -0.012289521545661






2/17/2012 42161.4 0.022852572197141






2/24/2012 41499.43 -0.015700854335957






3/2/2012 41639.72 0.003380528359064






3/9/2012 41236.46 -0.009684503161885






3/16/2012 42209.33 0.023592471322708






3/23/2012 41209.99 -0.023675808168479






3/30/2012 41267.16 0.001387284976289






4/6/2012 40802.41 -0.011261981682287






4/13/2012 40668.71 -0.003276767230171






4/20/2012 40141.26 -0.012969430306494






4/27/2012 40248.63 0.002674803929921






5/4/2012 39888 -0.008960056528632






5/11/2012 39278.24 -0.015286803048536






5/18/2012 37255.68 -0.05149314225892






5/25/2012 36860.67 -0.010602678571429






6/1/2012 37312.07 0.012246114896989






6/8/2012 38526.59 0.032550324868065






6/15/2012 39738.57 0.031458273363929






6/22/2012 40187.43 0.011295323409977






6/29/2012 40810.88 0.015513557348654






7/6/2012 40792.66 -0.000446449574231






7/13/2012 40301.29 -0.012045549370892






7/20/2012 40148.15 -0.003799878366176






7/27/2012 39935.82 -0.005288662117682






8/3/2012 40594.36 0.016489958137832






8/10/2012 41878.23 0.031626807270764






8/17/2012 41940.79 0.001493854921758






8/24/2012 41852.69 -0.002100580365797






8/31/2012 41573.57 -0.00666910537889






9/7/2012 42503.57 0.022369981697506






9/14/2012 44089.49 0.037312630444925






9/21/2012 43701.32 -0.00880413903631






9/28/2012 43739.81 0.000880751428103






10/5/2012 44524.65 0.017943379269366






10/12/2012 43988.28 -0.012046585430767






10/19/2012 43759.43 -0.005202522126348






10/26/2012 43264.17 -0.011317789102829






11/2/2012 43581.92 0.007344414558282






11/9/2012 43210.47 -0.008523029733431






11/16/2012 43772.6 0.013009115614804






11/23/2012 44436.63 0.015169992186893






11/30/2012 45014.74 0.013009762441481






12/7/2012 45538.45 0.011634189156707






12/14/2012 46912.94 0.030183065080169






12/21/2012 47479.87 0.012084725451016






12/28/2012 47460.59 -0.000406066823688






1/4/2013 47888.16 0.009008948266341






1/11/2013 47440.8 -0.009341766315515






1/18/2013 47813.69 0.00786011197113






1/25/2013 47613.95 -0.004177464654997






2/1/2013 46945.58 -0.014037272690041






2/8/2013 46741.54 -0.004346309066796






2/15/2013 46370.13 -0.007946036865709






2/22/2013 45948.12 -0.009100901808988






3/1/2013 46341.14 0.00855355997155






3/8/2013 47074.39 0.015822873584897






3/15/2013 47125.93 0.001094862833061






3/22/2013 45066.18 -0.04370736025793






3/29/2013 45147.57 0.001806010627038






4/5/2013 44597.66 -0.012180279027199






4/12/2013 45525.92 0.020814096524347






4/19/2013 43447.75 -0.045648061587772






4/26/2013 43665.21 0.005005092323538






5/3/2013 43991.51 0.007472768366395






5/10/2013 44895.35 0.020545782583958






5/17/2013 46078.68 0.026357518094859






5/24/2013 46145.44 0.001448826225057






5/31/2013 47806.34 0.035992722141126






6/7/2013 48209.65 0.008436328737988






6/14/2013 48273.42 0.001322764218367






6/21/2013 44732.92 -0.073342638661193






6/28/2013 44747.79 0.000332417378521






7/5/2013 45110.89 0.008114367212325






7/12/2013 46150.78 0.023051861756662






7/19/2013 46399.74 0.005394491707399






7/26/2013 46258.91 -0.00303514631763






8/2/2013 48325.33 0.044670745592579






8/9/2013 49125.36 0.016555086121502






8/16/2013 49976.48 0.017325470999093






8/23/2013 49895.1 -0.001628365983359






8/30/2013 48871.98 -0.02050542037194






9/6/2013 46717.04 -0.044093568543775






9/13/2013 49348.61 0.056329981522802






9/20/2013 50308.19 0.019444924588555






9/27/2013 50819.81 0.010169715905104






10/4/2013 50601.24 -0.004300881880511






10/11/2013 52230.47 0.032197432315888






10/18/2013 52587.24 0.006830687144879






10/25/2013 53887.13 0.024718734050313






11/1/2013 53607.86 -0.005182499049402






11/8/2013 53305.36 -0.005642829241831






11/15/2013 53896.03 0.011080874418633






11/22/2013 54834.12 0.017405549165681






11/29/2013 54704.89 -0.002356744304459







Sheet 10: zad 5 b

5. Na podstawie danych z zad. 1b oraz notowań indeksu WIG wyznacz współczynniki beta modelu jednowskaźnikowego Sharpe'a dla poszczególnych spółek i zinterpretuj ich wartości.





WIG
data zamknięcie
11/30/2007 56680.3
12/7/2007 58635.8
12/14/2007 56871.4
12/21/2007 55792.5
12/28/2007 55648.5
1/4/2008 54850.7
1/11/2008 50400.8
1/18/2008 47128.7
1/25/2008 47522.1
2/1/2008 49092.2
2/8/2008 47589
2/15/2008 49309.4
2/22/2008 49320.2
2/29/2008 47522
3/7/2008 45792.5
3/14/2008 46239.4
3/21/2008 45903.7
3/28/2008 47936.7
4/4/2008 48615.5
4/11/2008 47064.2
4/18/2008 47477.1
4/25/2008 46265.3
5/2/2008 46691.8
5/9/2008 47598.7
5/16/2008 47960.4
5/23/2008 46573.9
5/30/2008 46624.4
6/6/2008 45819.4
6/13/2008 43623.3
6/20/2008 42987.4
6/27/2008 41373.8
7/4/2008 39584
7/11/2008 38927.9
7/18/2008 38847.3
7/25/2008 40640.4
8/1/2008 42017.9
8/8/2008 40651.8
8/15/2008 40903.5
8/22/2008 40411.3
8/29/2008 40481.8
9/5/2008 39913.5
9/12/2008 39121
9/19/2008 38361
9/26/2008 38460.5
10/3/2008 36830.3
10/10/2008 31041.4
10/17/2008 28624.8
10/24/2008 25291.4
10/31/2008 28397.1
11/7/2008 28427.3
11/14/2008 27110.6
11/21/2008 25388.8
11/28/2008 27130.1
12/5/2008 26980.5
12/12/2008 27318.7
12/19/2008 27222.2
12/26/2008 26776.3
1/2/2009 27228.6
1/9/2009 27680
1/16/2009 26177.1
1/23/2009 24798
1/30/2009 24685.4
2/6/2009 23914.4
2/13/2009 23555.5
2/20/2009 21831.6
2/27/2009 21690.8
3/6/2009 22948.5
3/13/2009 23176.7
3/20/2009 23581.9
3/27/2009 24813
4/3/2009 26152
4/10/2009 28017.8
4/17/2009 27390.5
4/24/2009 28319.9
5/1/2009 29018.6
5/8/2009 29698.4
5/15/2009 29424.4
5/22/2009 29399.6
5/29/2009 29322.7
6/5/2009 31399
6/12/2009 32362.7
6/19/2009 31556.2
6/26/2009 30262.5
7/3/2009 30105.1
7/10/2009 29611.5
7/17/2009 31544.7
7/24/2009 33997.1
7/31/2009 35261.9
8/7/2009 35422.9
8/14/2009 35811.3
8/21/2009 37915.4
8/28/2009 38232.1
9/4/2009 36191.6
9/11/2009 36649.3
9/18/2009 36870.4
9/25/2009 38214.6
10/2/2009 37045.6
10/9/2009 38017
10/16/2009 38470.3
10/23/2009 40262.9
10/30/2009 38427.6
11/6/2009 38524.6
11/13/2009 39782.5
11/20/2009 39574.2
11/27/2009 39083.1
12/4/2009 40852.9
12/11/2009 39463.1
12/18/2009 39399.5
12/25/2009 39686.2
1/1/2010 39986
1/8/2010 40921.9
1/15/2010 40990.5
1/22/2010 40467.2
1/29/2010 40058.3
2/5/2010 37502.9
2/12/2010 37933
2/19/2010 38650
2/26/2010 38708.6
3/5/2010 40354.3
3/12/2010 41253.6
3/19/2010 41611.7
3/26/2010 42395.5
4/2/2010 43151.3
4/9/2010 43262.2
4/16/2010 43912.6
4/23/2010 42810
4/30/2010 43295.2
5/7/2010 39923.6
5/14/2010 41075.4
5/21/2010 39580.6
5/28/2010 41409.2
6/4/2010 40451.2
6/11/2010 40635.6
6/18/2010 40761.7
6/25/2010 40376.8
7/2/2010 39805.4
7/9/2010 40392.1
7/16/2010 41060.8
7/23/2010 42292.1
7/30/2010 42464.7
8/6/2010 43421.3
8/13/2010 42167.93
8/20/2010 42202.91
8/27/2010 42083.62
9/3/2010 42944.94
9/10/2010 43671.28
9/17/2010 44145.24
9/24/2010 45133.77
10/1/2010 45225.58
10/8/2010 45227.66
10/15/2010 45806.33
10/22/2010 45729.01
10/29/2010 46229.6
11/5/2010 47232.31
11/12/2010 47493.93
11/19/2010 46005.8
11/26/2010 45641.9
12/3/2010 46868.43
12/10/2010 47510.17
12/17/2010 47651.54
12/24/2010 47718.8
12/31/2010 47489.91
1/7/2011 46850.41
1/14/2011 47258.66
1/21/2011 47641.43
1/28/2011 47223.01
2/4/2011 47796.39
2/11/2011 47547.85
2/18/2011 46761.43
2/25/2011 46874.11
3/4/2011 48295.76
3/11/2011 47689.93
3/18/2011 48010.91
3/25/2011 48626.25
4/1/2011 49503.34
4/8/2011 49986.15
4/15/2011 50016.31
4/22/2011 49966.31
4/29/2011 50008.98
5/6/2011 49321.53
5/13/2011 48677.61
5/20/2011 48858.84
5/27/2011 49425.67
6/3/2011 49638.88
6/10/2011 49077.61
6/17/2011 49353.4
6/24/2011 48394.02
7/1/2011 48551.19
7/8/2011 48700.58
7/15/2011 47785.85
7/22/2011 47501.78
7/29/2011 47152.63
8/5/2011 42011.33
8/12/2011 39910.95
8/19/2011 38749.61
8/26/2011 39774
9/2/2011 40544.28
9/9/2011 38708.57
9/16/2011 39254.5
9/23/2011 36549.47
9/30/2011 38268.75
10/7/2011 38174.89
10/14/2011 40026.63
10/21/2011 40054.41
10/28/2011 41686.02
11/4/2011 40909.81
11/11/2011 39853.18
11/18/2011 39106.23
11/25/2011 37601.56
12/2/2011 39144.14
12/9/2011 38637.17
12/16/2011 37001.49
12/23/2011 37788.65
12/30/2011 37595.44
1/6/2012 37739.39
1/13/2012 37991.91
1/20/2012 39518.87
1/27/2012 40467.92
2/3/2012 41732.3
2/10/2012 41219.43
2/17/2012 42161.4
2/24/2012 41499.43
3/2/2012 41639.72
3/9/2012 41236.46
3/16/2012 42209.33
3/23/2012 41209.99
3/30/2012 41267.16
4/6/2012 40802.41
4/13/2012 40668.71
4/20/2012 40141.26
4/27/2012 40248.63
5/4/2012 39888
5/11/2012 39278.24
5/18/2012 37255.68
5/25/2012 36860.67
6/1/2012 37312.07
6/8/2012 38526.59
6/15/2012 39738.57
6/22/2012 40187.43
6/29/2012 40810.88
7/6/2012 40792.66
7/13/2012 40301.29
7/20/2012 40148.15
7/27/2012 39935.82
8/3/2012 40594.36
8/10/2012 41878.23
8/17/2012 41940.79
8/24/2012 41852.69
8/31/2012 41573.57
9/7/2012 42503.57
9/14/2012 44089.49
9/21/2012 43701.32
9/28/2012 43739.81
10/5/2012 44524.65
10/12/2012 43988.28
10/19/2012 43759.43
10/26/2012 43264.17
11/2/2012 43581.92
11/9/2012 43210.47
11/16/2012 43772.6
11/23/2012 44436.63
11/30/2012 45014.74
12/7/2012 45538.45
12/14/2012 46912.94
12/21/2012 47479.87
12/28/2012 47460.59
1/4/2013 47888.16
1/11/2013 47440.8
1/18/2013 47813.69
1/25/2013 47613.95
2/1/2013 46945.58
2/8/2013 46741.54
2/15/2013 46370.13
2/22/2013 45948.12
3/1/2013 46341.14
3/8/2013 47074.39
3/15/2013 47125.93
3/22/2013 45066.18
3/29/2013 45147.57
4/5/2013 44597.66
4/12/2013 45525.92
4/19/2013 43447.75
4/26/2013 43665.21
5/3/2013 43991.51
5/10/2013 44895.35
5/17/2013 46078.68
5/24/2013 46145.44
5/31/2013 47806.34
6/7/2013 48209.65
6/14/2013 48273.42
6/21/2013 44732.92
6/28/2013 44747.79
7/5/2013 45110.89
7/12/2013 46150.78
7/19/2013 46399.74
7/26/2013 46258.91
8/2/2013 48325.33
8/9/2013 49125.36
8/16/2013 49976.48
8/23/2013 49895.1
8/30/2013 48871.98
9/6/2013 46717.04
9/13/2013 49348.61
9/20/2013 50308.19
9/27/2013 50819.81
10/4/2013 50601.24
10/11/2013 52230.47
10/18/2013 52587.24
10/25/2013 53887.13
11/1/2013 53607.86
11/8/2013 53305.36
11/15/2013 53896.03
11/22/2013 54834.12
11/29/2013 54704.89

Sheet 11: zadanie 6a

6. Oblicz ryzyko rynkowe, specyficzne oraz całkowite poszczególnych spółek na podstawie danych i obliczeń z zad. 1a i 2a




















































data KGHM BZWBK PKO BP WIG

KGHM BZWBK PKO BP WIG
KGHM
BZWBK
PKO BP

Zamkniecie Zamkniecie Zamkniecie

zysk 0.004667520621023 0.003472868369026 0.001519943694704 0.000355832611875
beta alfa beta alfa beta alfa
11/30/2007 57.95167 205.256 36.40644 56680.3
udział 0.3 0.4 0.3

1.65020780324879 0.004080322868257 1.20824243839386 0.003042936306395 1.29926630961897 0.001057622370231
12/7/2007 60.51599 224.9088 39.24404 58635.8
ryzyko 0.068574969326605 0.050831653091376 0.047191577411002 0.030374895262897
0.087363343267742 0.002653834481077 0.065656995448915 0.001994461199959 0.048305587001449 0.001467377822529
12/14/2007 55.64393 214.8639 37.78804 56871.4
wariancja ryz 0.004702526418145 0.002583856956002 0.002227044978539 0.000922634262232
0.534288229872332 0.046947903514461 0.521277863613294 0.035283199704689 0.699353808450109 0.025958782630413
12/21/2007 55.38744 218.4449 37.93665 55792.5






356.795018182049 311 338.646164991162 311 723.438515241897 311
12/28/2007 54.25928 219.2309 38.22625 55648.5
zysk z portfela
0.003245386642329


0.786413913469962 0.685476855409364 0.421582026812905 0.387165200415705 0.487495117234496 0.209569961048084
1/4/2008 54.87472 205.256 36.25792 54850.7












1/11/2008 53.90033 178.0928 33.5835 50400.8

KGHM BZWBK PKO BP







1/18/2008 48.84866 170.756 33.06365 47128.7
KGHM 0.004702526418145 0.001887219259655 0.001824295271695







1/25/2008 47.48966 157.13 33.06365 47522.1
BZWBK 0.001887219259655 0.002583856956002 0.001588708644779







2/1/2008 49.13072 166.8258 32.78882 49092.2
PKO BP 0.001824295271695 0.001588708644779 0.002227044978539







2/8/2008 51.02828 156.257 30.52308 47589












2/15/2008 53.79769 165.9519 32.69956 49309.4












2/22/2008 55.28499 156.6059 32.23162 49320.2
ryzyko portfela
0.002199674384631








2/29/2008 55.84902 151.1039 30.52308 47522












3/7/2008 54.61822 135.6439 29.8991 45792.5


KGHM BZWBK PKO BP






3/14/2008 51.90023 140.623 29.81003 46239.4
ryzyko rynkowe
0.002512504515878 0.001346907433907 0.001557492387331






3/21/2008 46.77167 150.2299 30.27063 45903.7
ryzyko specyficzne
0.002204105644403 0.001244904181401 0.000673858395653






3/28/2008 53.33611 158.4409 32.67002 47936.7
ryzyko całkowite
0.004716610160282 0.002591811615308 0.002231350782984






4/4/2008 53.02839 156.3439 33.08594 48615.5
ryzyko całkowite
0.004702526418145 0.002583856956002 0.002227044978539






4/11/2008 51.84882 144.5529 31.97918 47064.2
udział ryzyka rynkowego
53.27% 51.97% 69.80%






4/18/2008 54.0541 143.155 33.21226 47477.1
udział ryzyka specyficznego
46.73% 48.03% 30.20%






4/25/2008 52.77198 140.5304 33.4127 46265.3












5/2/2008 52.61812 144.5792 33.42765 46691.8












5/9/2008 53.95155 158.3693 34.99502 47598.7












5/16/2008 56.92605 154.3658 35.97546 47960.4












5/23/2008 56.10552 150.2735 35.74521 46573.9












5/30/2008 52.87453 145.9137 36.5921 46624.4












6/6/2008 52.61812 148.2273 34.88365 45819.4












6/13/2008 50.66924 137.0165 33.35325 43623.3












6/20/2008 52.3104 129.1873 33.82871 42987.4












6/27/2008 52.05399 121.0017 32.69956 41373.8












7/4/2008 48.4384 118.3327 31.05789 39584












7/11/2008 50.97844 118.3327 32.40986 38927.9












7/18/2008 47.24521 126.5173 33.26418 38847.3












7/25/2008 43.54583 133.3685 36.19095 40640.4












8/1/2008 46.25675 147.8711 37.78804 42017.9












8/8/2008 41.68193 142.7996 35.62652 40651.8












8/15/2008 44.27991 149.9172 35.73026 40903.5












8/22/2008 42.64207 149.7395 35.99042 40411.3












8/29/2008 43.68691 156.2342 36.399 40481.8












9/5/2008 37.89776 151.2516 34.13336 39913.5












9/12/2008 37.53062 145.9137 33.27904 39121












9/19/2008 33.85957 144.8458 33.33096 38361












9/26/2008 33.32303 145.0234 33.35325 38460.5












10/3/2008 25.83938 136.8389 33.05632 36830.3












10/10/2008 16.10797 105.4311 25.99922 31041.4












10/17/2008 15.53188 94.844 21.24511 28624.8












10/24/2008 12.08661 84.0337 18.37788 25291.4












10/31/2008 17.19814 107.6559 23.02796 28397.1












11/7/2008 15.93856 105.8763 22.87935 28427.3












11/14/2008 14.85418 91.641 22.35931 27110.6












11/21/2008 12.99028 83.6333 21.1709 25388.8












11/28/2008 16.32262 94.31 23.77063 27130.1












12/5/2008 14.99535 87.9929 24.0307 26980.5












12/12/2008 16.49202 93.9538 25.85823 27318.7












12/19/2008 16.18136 95.1994 25.99922 27222.2












12/26/2008 15.53188 96.9791 25.54605 26776.3












1/2/2009 15.88209 98.5809 26.37065 27228.6












1/9/2009 18.46876 99.4704 25.50147 27680












1/16/2009 17.63858 87.1922 22.65653 26177.1












1/23/2009 15.53188 74.2913 21.05935 24798












1/30/2009 17.00032 78.2951 20.65096 24685.4












2/6/2009 19.76789 74.7361 18.94232 23914.4












2/13/2009 18.94892 70.599 18.6451 23555.5












2/20/2009 18.64387 61.8353 14.87153 21831.6












2/27/2009 19.28773 62.7251 14.25508 21690.8












3/6/2009 24.60813 65.3942 15.53275 22948.5












3/13/2009 24.0039 61.3905 16.63952 23176.7












3/20/2009 25.99196 68.4192 16.70649 23581.9












3/27/2009 26.20652 67.4405 17.07773 24813












4/3/2009 30.16019 71.1773 17.23377 26152












4/10/2009 31.74147 75.0031 19.64812 28017.8












4/17/2009 31.5156 67.1735 18.97947 27390.5












4/24/2009 33.15344 73.6685 18.86049 28319.9












5/1/2009 33.52067 79.0068 19.95992 29018.6












5/8/2009 39.53569 81.4091 20.79947 29698.4












5/15/2009 37.84129 81.7649 19.87085 29424.4












5/22/2009 39.64863 83.4109 19.40291 29399.6












5/29/2009 39.59115 73.4906 18.57146 29322.7












6/5/2009 43.71524 82.2987 19.83369 31399












6/12/2009 49.13716 87.1922 19.46979 32362.7












6/19/2009 47.04748 82.2098 19.76682 31556.2












6/26/2009 47.16336 79.2737 18.75655 30262.5












7/3/2009 43.37634 78.2951 18.65996 30105.1












7/10/2009 44.47792 78.0725 18.75655 29611.5












7/17/2009 50.32611 92.0854 21.24511 31544.7












7/24/2009 54.86801 103.6524 23.38444 33997.1












7/31/2009 57.35452 114.7735 24.74394 35261.9












8/7/2009 58.38226 110.3249 24.51569 35422.9












8/14/2009 56.39301 109.4355 23.98612 35811.3












8/21/2009 58.97903 116.5531 25.99179 37915.4












8/28/2009 58.34906 123.3144 26.37065 38232.1












9/4/2009 55.03382 117.3536 23.91934 36191.6












9/11/2009 56.49252 128.297 23.06683 36649.3












9/18/2009 56.09467 130.3432 24.07043 36870.4












9/25/2009 57.35452 138.351 26.53308 38214.6












10/2/2009 56.06147 134.4364 26.22585 37045.6












10/9/2009 59.27738 136.8389 26.55794 38017












10/16/2009 62.99046 142.3544 27.56249 38470.3












10/23/2009 67.63186 152.8536 29.88701 40262.9












10/30/2009 65.57639 139.2404 28.80777 38427.6












11/6/2009 65.7091 142.3544 29.48852 38524.6












11/13/2009 70.61537 158.3693 31.14896 39782.5












11/20/2009 70.94709 154.7221 30.72551 39574.2












11/27/2009 69.62065 147.6934 30.75876 39083.1












12/4/2009 73.40078 161.9285 32.37766 40852.9












12/11/2009 67.1677 153.9206 30.84173 39463.1












12/18/2009 64.84709 158.3693 31.47276 39399.5












12/25/2009 67.76448 164.4198 31.79646 39686.2












1/1/2010 70.2842 169.0461 31.54744 39986












1/8/2010 69.28966 163.7081 32.08711 40921.9












1/15/2010 70.74799 167.2665 32.0289 40990.5












1/22/2010 67.83079 163.7081 33.0003 40467.2












1/29/2010 64.31451 158.8153 32.58619 40058.3












2/5/2010 57.35452 149.5618 29.10671 37502.9












2/12/2010 59.94046 154.9886 30.13612 37933












2/19/2010 63.65354 150.8066 30.63425 38650












2/26/2010 63.91868 155.7003 30.51803 38708.6












3/5/2010 67.30032 161.3946 31.54744 40354.3












3/12/2010 67.63186 167.6228 31.6388 41253.6












3/19/2010 67.63186 162.9067 33.04184 41611.7












3/26/2010 69.95247 177.054 33.28257 42395.5












4/2/2010 72.60462 192.9799 34.78515 43151.3












4/9/2010 73.59915 192.8012 34.8184 43262.2












4/16/2010 75.05821 195.7377 36.19648 43912.6












4/23/2010 73.66555 191.2891 33.95446 42810












4/30/2010 73.26881 193.9544 35.44933 43295.2












5/7/2010 64.97971 172.2508 31.9626 39923.6












5/14/2010 66.96887 172.1602 33.21607 41075.4












5/21/2010 61.66438 167.2646 32.37766 39580.6












5/28/2010 64.78079 185.3057 34.038 41409.2












6/4/2010 61.99565 183.8552 31.55573 40451.2












6/11/2010 63.25422 176.4211 31.87953 40635.6












6/18/2010 64.5745 176.7838 30.63425 40761.7












6/25/2010 62.9328 175.8771 31.75502 40376.8












7/2/2010 62.24874 170.2564 30.46811 39805.4












7/9/2010 63.58264 178.053 31.04931 40392.1












7/16/2010 64.19826 175.8771 32.06205 41060.8












7/23/2010 71.14133 176.2398 32.95877 42292.1












7/30/2010 72.98831 167.2646 32.54285 42464.7












8/6/2010 75.17722 168.2619 33.83871 43421.3












8/13/2010 72.98831 164.7263 31.87953 42167.93












8/20/2010 71.75705 164.9983 32.36109 42202.91












8/27/2010 72.50953 170.1657 31.87953 42083.62












9/3/2010 75.92969 172.1602 32.17837 42944.94












9/10/2010 76.81902 176.7838 33.63123 43671.28












9/17/2010 79.2132 194.5528 34.44487 44145.24












9/24/2010 79.28153 197.4539 37.77394 45133.77












10/1/2010 81.67581 195.8221 37.0286 45225.58












10/8/2010 83.45427 194.9155 37.10652 45227.66












10/15/2010 89.95276 192.1957 38.06773 45806.33












10/22/2010 85.84845 190.3826 39.57451 45729.01












10/29/2010 87.55573 191.2919 38.9694 46229.6












11/5/2010 92.00492 190.8358 40.09407 47232.31












11/12/2010 95.08315 195.278 39.7477 47493.93












11/19/2010 94.19392 191.2891 37.15854 46005.8












11/26/2010 93.71505 191.9238 37.40956 45641.9












12/3/2010 99.11904 190.3826 38.79516 46868.43












12/10/2010 109.37983 191.2891 38.62197 47510.17












12/17/2010 106.02799 192.2863 38.78649 47651.54












12/24/2010 111.50041 193.1023 37.88587 47718.8












12/31/2010 118.34194 194.8208 37.54092 47489.91












1/7/2011 111.15838 194.4622 34.85507 46850.41












1/14/2011 120.05106 193.5556 35.76427 47258.66












1/21/2011 119.70903 194.4622 36.96801 47641.43












1/28/2011 116.6308 198.0885 36.01548 47223.01












2/4/2011 120.32466 196.7287 36.54361 47796.39












2/11/2011 121.62443 203.2561 36.50903 47547.85












2/18/2011 113.89459 203.7999 36.37043 46761.43












2/25/2011 114.98909 204.4346 35.67767 46874.11












3/4/2011 124.4974 204.3439 37.66077 48295.76












3/11/2011 116.6308 205.0692 36.6303 47689.93












3/18/2011 119.70903 204.2532 37.23646 48010.91












3/25/2011 126.89158 204.6159 38.00714 48626.25












4/1/2011 126.54955 205.7944 38.71723 49503.34












4/8/2011 132.43242 204.8913 39.51392 49986.15












4/15/2011 132.50084 204.9757 40.05082 50016.31












4/22/2011 134.07413 206.1583 39.27138 49966.31












4/29/2011 133.59452 213.0472 39.57365 50008.98












5/6/2011 125.79708 215.3935 39.53116 49321.53












5/13/2011 124.01852 213.9857 37.40956 48677.61












5/20/2011 124.22379 213.9857 37.66943 48858.84












5/27/2011 129.96981 213.7041 37.43556 49425.67












6/3/2011 129.62779 214.3611 37.92922 49638.88












6/10/2011 128.67013 213.9857 37.23646 49077.61












6/17/2011 127.23002 213.3287 37.14977 49353.4












6/24/2011 129.01354 215.8627 35.72969 48394.02












7/1/2011 134.55659 221.494 36.39643 48551.19












7/8/2011 140.5362 223.3709 35.76427 48700.58












7/15/2011 141.3502 220.5554 35.47848 47785.85












7/22/2011 139.87018 217.2706 36.43101 47501.78












7/29/2011 141.27626 224.3095 35.60899 47152.63












8/5/2011 123.95902 210.2315 31.82742 42011.33












8/12/2011 120.25872 202.7233 31.12238 39910.95












8/19/2011 113.15416 201.7847 30.70122 38749.61












8/26/2011 119.66663 204.8819 31.60765 39774












9/2/2011 122.03488 208.5422 31.62594 40544.28












9/9/2011 124.03296 204.6004 28.29306 38708.57












9/16/2011 122.4789 205.445 29.20873 39254.5












9/23/2011 99.9072 204.6004 27.37739 36549.47












9/30/2011 96.94705 211.1701 30.12431 38268.75












10/7/2011 101.01734 208.3544 30.39905 38174.89












10/14/2011 108.04786 212.9532 32.2944 40026.63












10/21/2011 105.45761 213.9857 32.58743 40054.41












10/28/2011 117.29848 216.8012 33.23751 41686.02












11/4/2011 120.6287 213.9857 31.87324 40909.81












11/11/2011 116.18843 214.9241 30.76524 39853.18












11/18/2011 106.49371 208.3544 29.77641 39106.23












11/25/2011 95.46693 202.7233 28.96152 37601.56












12/2/2011 96.05893 213.3287 30.11516 39144.14












12/9/2011 92.50669 215.5811 30.35322 38637.17












12/16/2011 77.85365 213.0472 29.48338 37001.49












12/23/2011 85.10618 200.5646 29.97779 37788.65












12/30/2011 81.85082 212.1073 29.40774 37595.44












1/6/2012 84.36612 210.2315 29.41926 37739.39












1/13/2012 91.32261 209.293 29.0988 37991.91












1/20/2012 96.13296 210.0438 30.49059 39518.87












1/27/2012 99.0932 213.9857 31.80913 40467.92












2/3/2012 106.49371 211.0762 33.11843 41732.3












2/10/2012 100.35131 213.9857 32.45921 41219.43












2/17/2012 101.83134 217.7398 32.73385 42161.4












2/24/2012 106.19767 216.8012 31.13152 41499.43












3/2/2012 112.04412 216.8012 31.58021 41639.72












3/9/2012 108.19584 216.8012 31.41541 41236.46












3/16/2012 113.15416 217.7398 31.90068 42209.33












3/23/2012 105.82768 216.8012 30.78362 41209.99












3/30/2012 105.90025 220.5578 30.77 41267.16












4/6/2012 107.15974 218.6783 30.12431 40802.41












4/13/2012 102.86744 216.8012 30.85688 40668.71












4/20/2012 102.94148 217.7398 29.66657 40141.26












4/27/2012 101.90537 220.5554 30.62796 40248.63












5/4/2012 100.05527 219.6156 29.96865 39888












5/11/2012 95.46693 220.5578 29.57492 39278.24












5/18/2012 88.36237 219.3339 28.38842 37255.68












5/25/2012 87.47434 222.4325 28.53132 36860.67












6/1/2012 92.87677 222.4325 28.94095 37312.07












6/8/2012 100.42525 220.4898 30.38895 38526.59












6/15/2012 105.16166 221.4611 31.41779 39738.57












6/22/2012 107.67521 223.3066 32.09416 40187.43












6/29/2012 107.30734 223.4038 32.96105 40810.88












7/6/2012 111.078 221.4611 31.98937 40792.66












7/13/2012 108.52131 222.2382 31.46542 40301.29












7/20/2012 108.06148 222.9181 30.29368 40148.15












7/27/2012 114.86705 222.9181 30.66521 39935.82












8/3/2012 117.44213 223.3066 31.00816 40594.36












8/10/2012 119.09754 221.2669 32.77053 41878.23












8/17/2012 124.15574 221.364 33.32305 41940.79












8/24/2012 121.76459 225.3464 33.33258 41852.69












8/31/2012 119.46541 226.3177 33.91368 41573.57












9/7/2012 126.63885 226.8034 35.15211 42503.57












9/14/2012 139.79016 229.2317 36.2 44089.49












9/21/2012 139.9741 230.203 35.04732 43701.32












9/28/2012 140.25 232.6313 33.91368 43739.81












10/5/2012 144.29656 231.1743 34.86632 44524.65












10/12/2012 144.84836 231.1743 34.58053 43988.28












10/19/2012 148.25115 230.6887 35.05684 43759.43












10/26/2012 146.87164 231.2715 33.77079 43264.17












11/2/2012 149.44672 230.7858 34.96158 43581.92












11/9/2012 151.7459 230.203 34.05658 43210.47












11/16/2012 156.34426 231.1743 33.24684 43772.6












11/23/2012 166.46066 231.66 33.03726 44436.63












11/30/2012 164.34541 232.1457 33.15158 45014.74












12/7/2012 161.95426 232.1457 33.72316 45538.45












12/14/2012 175.28951 232.6313 34.10421 46912.94












12/21/2012 173.3582 235.9338 34.67579 47479.87












12/28/2012 174.7377 234.9625 35.15211 47460.59












1/4/2013 177.95656 234.9625 34.96158 47888.16












1/11/2013 175.47344 251.5721 34.21853 47440.8












1/18/2013 172.89836 266.1419 34.56147 47813.69












1/25/2013 172.43852 258.6627 33.05632 47613.95












2/1/2013 173.91 241.8589 32.86579 46945.58












2/8/2013 174.7377 262.2566 33.89463 46741.54












2/15/2013 170.59918 267.1132 33.68505 46370.13












2/22/2013 165.08115 262.1595 32.98963 45948.12












3/1/2013 160.02295 266.1419 33.62789 46341.14












3/8/2013 160.02295 265.3648 32.58 47074.39












3/15/2013 155.97639 261.091 33.35163 47125.93












3/22/2013 145.86 243.8015 32.15132 45066.18












3/29/2013 145.12426 244.7728 32.91342 45147.57












4/5/2013 146.77967 261.2853 33.14205 44597.66












4/12/2013 148.80295 262.1595 32.92295 45525.92












4/19/2013 131.23721 257.4 32.33232 43447.75












4/26/2013 135.28377 257.4 31.17011 43665.21












5/3/2013 131.78902 264 31.24632 43991.51












5/10/2013 134.31811 267.2 31.60832 44895.35












5/17/2013 129.67377 268 32.43711 46078.68












5/24/2013 130.40951 279 32.10368 46145.44












5/31/2013 136.38738 292 33.16111 47806.34












6/7/2013 139.79016 292 34.19947 48209.65












6/14/2013 142.27328 293.2 35.10447 48273.42












6/21/2013 113.11967 296.3 32.44663 44732.92












6/28/2013 111.28033 280 33.91368 44747.79












7/5/2013 114.96 282.1 32.86579 45110.89












7/12/2013 119.5 293.65 34.24711 46150.78












7/19/2013 114.9 303 35.04732 46399.74












7/26/2013 112 308 34.48526 46258.91












8/2/2013 117.35 328.5 37.15263 48325.33












8/9/2013 125.95 327 37.15263 49125.36












8/16/2013 124 343 37.15263 49976.48












8/23/2013 129.1 340 36.83826 49895.1












8/30/2013 122.6 311.9 36.49532 48871.98












9/6/2013 120 304 33.55168 46717.04












9/13/2013 124 320.55 36.05711 49348.61












9/20/2013 126.45 331 36.1 50308.19












9/27/2013 124 350 37.29 50819.81












10/4/2013 120.8 345 37.45 50601.24












10/11/2013 123 374.6 39.01 52230.47












10/18/2013 121.35 358 38.9 52587.24












10/25/2013 121.8 380 40.15 53887.13












11/1/2013 124.55 375 40.85 53607.86












11/8/2013 123.5 367.5 40.45 53305.36












11/15/2013 119.5 378 41.29 53896.03












11/22/2013 121.4 383.4 41.5 54834.12












11/29/2013 118.45 406.1 41.15 54704.89













Sheet 12: zadanie 6b

6. Oblicz ryzyko rynkowe, specyficzne oraz całkowite poszczególnych spółek na podstawie danych i obliczeń z zad. 1b i 2b

Sheet 13: zad 7a

7. Zbyduj model trendu oraz wyznacz y teoretyczne na podstawie danych poniżej:
























































































































































































































































data t BZWBK BZWBK teoretyczne
Rt,GDP 0.75196741438003





















































































































11/28/2003 1 59.4457 73.2247396152286


1.58671560696382




















































































































12/31/2003 2 62.5027 74.8114552221924


71.6380240082648




















































































































1/30/2004 3 66.0489 76.3981708291562
























































































































2/27/2004 4 68.7741 77.9848864361201
























































































































3/31/2004 5 71.0013 79.5716020430839
























































































































4/30/2004 6 74.3028 81.1583176500477
























































































































5/31/2004 7 71.4204 82.7450332570115
























































































































6/30/2004 8 71.665 84.3317488639753
























































































































7/30/2004 9 66.0489 85.9184644709392
























































































































8/31/2004 10 66.8786 87.505180077903
























































































































9/30/2004 11 68.2762 89.0918956848668
























































































































10/29/2004 12 70.5907 90.6786112918306
























































































































11/30/2004 13 72.0755 92.2653268987945
























































































































12/31/2004 14 80.085 93.8520425057583
























































































































1/31/2005 15 77.4471 95.4387581127221
























































































































2/28/2005 16 85.8671 97.0254737196859
























































































































3/31/2005 17 82.5655 98.6121893266497
























































































































4/29/2005 18 75.3772 100.198904933614
























































































































5/31/2005 19 75.9623 101.785620540577
























































































































6/30/2005 20 87.5178 103.372336147541
























































































































7/29/2005 21 94.9511 104.959051754505
























































































































8/31/2005 22 89.1687 106.545767361469
























































































































9/30/2005 23 102.3751 108.132482968433
























































































































10/31/2005 24 92.0599 109.719198575397
























































































































11/30/2005 25 104.8554 111.30591418236
























































































































12/30/2005 26 116.8306 112.892629789324
























































































































1/31/2006 27 123.8438 114.479345396288
























































































































2/28/2006 28 135.3991 116.066061003252
























































































































3/31/2006 29 122.1929 117.652776610216
























































































































4/28/2006 30 159.148 119.239492217179
























































































































5/31/2006 31 151.025 120.826207824143
























































































































6/30/2006 32 153.1646 122.412923431107
























































































































7/31/2006 33 175.4112 123.999639038071
























































































































8/31/2006 34 162.1442 125.586354645035
























































































































9/29/2006 35 164.7117 127.173070251999
























































































































10/31/2006 36 176.6949 128.759785858962
























































































































11/30/2006 37 184.39 130.346501465926
























































































































12/29/2006 38 192.5221 131.93321707289
























































































































1/31/2007 39 228.8914 133.519932679854
























































































































2/28/2007 40 193.3779 135.106648286818
























































































































3/30/2007 41 231.1098 136.693363893781
























































































































4/30/2007 42 266.3969 138.280079500745
























































































































5/31/2007 43 266.3969 139.866795107709
























































































































6/29/2007 44 253.2949 141.453510714673
























































































































7/31/2007 45 245.4339 143.040226321637
























































































































8/31/2007 46 221.24 144.626941928601
























































































































9/28/2007 47 220.9779 146.213657535564
























































































































10/31/2007 48 242.6389 147.800373142528
























































































































11/30/2007 49 205.256 149.387088749492
























































































































12/31/2007 50 219.2309 150.973804356456
























































































































1/31/2008 51 162.4579 152.56051996342
























































































































2/29/2008 52 151.1039 154.147235570383
























































































































3/31/2008 53 161.1452 155.733951177347
























































































































4/30/2008 54 144.5792 157.320666784311
























































































































5/30/2008 55 145.9137 158.907382391275
























































































































6/30/2008 56 121.3571 160.494097998239
























































































































7/31/2008 57 144.7569 162.080813605203
























































































































8/29/2008 58 156.2342 163.667529212166
























































































































9/30/2008 59 135.682 165.25424481913
























































































































10/31/2008 60 107.6559 166.840960426094
























































































































11/28/2008 61 94.31 168.427676033058
























































































































12/31/2008 62 98.5809 170.014391640022
























































































































1/30/2009 63 78.2951 171.601107246986
























































































































2/27/2009 64 62.7251 173.187822853949
























































































































3/31/2009 65 60.6342 174.774538460913
























































































































4/30/2009 66 79.0068 176.361254067877
























































































































5/29/2009 67 73.4906 177.947969674841
























































































































6/30/2009 68 80.0745 179.534685281805
























































































































7/31/2009 69 114.7735 181.121400888768
























































































































8/31/2009 70 120.1115 182.708116495732
























































































































9/30/2009 71 133.4572 184.294832102696
























































































































10/30/2009 72 139.2404 185.88154770966
























































































































11/30/2009 73 145.0234 187.468263316624
























































































































12/31/2009 74 169.0461 189.054978923588
























































































































1/29/2010 75 158.8153 190.641694530551
























































































































2/26/2010 76 155.7003 192.228410137515
























































































































3/31/2010 77 183.1933 193.815125744479
























































































































4/30/2010 78 193.9544 195.401841351443
























































































































5/31/2010 79 186.7561 196.988556958407
























































































































6/30/2010 80 175.6935 198.575272565371
























































































































7/30/2010 81 167.2646 200.161988172334
























































































































8/31/2010 82 170.3438 201.748703779298
























































































































9/30/2010 83 195.0968 203.335419386262
























































































































10/29/2010 84 191.2919 204.922134993226
























































































































11/30/2010 85 190.9259 206.50885060019
























































































































12/31/2010 86 194.8208 208.095566207153
























































































































1/31/2011 87 198.2652 209.682281814117
























































































































2/28/2011 88 204.3469 211.268997421081
























































































































3/31/2011 89 205.5201 212.855713028045
























































































































4/29/2011 90 213.0472 214.442428635009
























































































































5/31/2011 91 208.5422 216.029144241973
























































































































6/30/2011 92 221.494 217.615859848936
























































































































7/29/2011 93 224.3095 219.2025754559
























































































































8/31/2011 94 208.4483 220.789291062864
























































































































9/30/2011 95 211.1701 222.376006669828
























































































































10/31/2011 96 216.8012 223.962722276792
























































































































11/30/2011 97 213.982 225.549437883755
























































































































12/30/2011 98 212.1073 227.136153490719
























































































































1/31/2012 99 214.9241 228.722869097683
























































































































2/29/2012 100 215.8663 230.309584704647
























































































































3/30/2012 101 220.5578 231.896300311611
























































































































4/30/2012 102 219.6156 233.483015918575
























































































































5/31/2012 103 222.4325 235.069731525538
























































































































6/29/2012 104 223.4038 236.656447132502
























































































































7/31/2012 105 222.9181 238.243162739466
























































































































8/31/2012 106 226.3177 239.82987834643
























































































































9/28/2012 107 232.6313 241.416593953394
























































































































10/31/2012 108 231.66 243.003309560357
























































































































11/30/2012 109 232.1457 244.590025167321
























































































































12/31/2012 110 234.9625 246.176740774285
























































































































1/31/2013 111 243.8015 247.763456381249
























































































































2/28/2013 112 262.2566 249.350171988213
























































































































3/29/2013 113 244.7728 250.936887595177
























































































































4/30/2013 114 263 252.52360320214
























































































































5/31/2013 115 292 254.110318809104
























































































































6/28/2013 116 280 255.697034416068
























































































































7/31/2013 117 324.95 257.283750023032
























































































































8/30/2013 118 311.9 258.870465629996
























































































































9/30/2013 119 348 260.45718123696
























































































































10/31/2013 120 375 262.043896843923
























































































































11/29/2013 121 406.1 263.630612450887






















































































































































































































































1 1
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121

2 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

3 1


























































































































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14 1


























































































































15 1


























































































































16 1


























































































































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19 1


























































































































20 1


























































































































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57 1


























































































































58 1


























































































































59 1


























































































































60 1


























































































































61 1


























































































































62 1


























































































































63 1


























































































































64 1


























































































































65 1


























































































































66 1


























































































































67 1


























































































































68 1


























































































































69 1


























































































































70 1


























































































































71 1


























































































































72 1


























































































































73 1


























































































































74 1


























































































































75 1


























































































































76 1


























































































































77 1


























































































































78 1


























































































































79 1


























































































































80 1


























































































































81 1


























































































































82 1


























































































































83 1


























































































































84 1


























































































































85 1


























































































































86 1


























































































































87 1


























































































































88 1


























































































































89 1


























































































































90 1


























































































































91 1


























































































































92 1


























































































































93 1


























































































































94 1


























































































































95 1


























































































































96 1


























































































































97 1


























































































































98 1


























































































































99 1


























































































































100 1


























































































































101 1


























































































































102 1


























































































































103 1


























































































































104 1


























































































































105 1


























































































































106 1


























































































































107 1


























































































































108 1


























































































































109 1


























































































































110 1


























































































































111 1


























































































































112 1


























































































































113 1


























































































































114 1


























































































































115 1


























































































































116 1


























































































































117 1


























































































































118 1


























































































































119 1


























































































































120 1


























































































































121 1

























































































































































































































































597861 7381


597861 7381





















































































































7381 121


7381 121


















































































































































































































































6.77414984419455E-06 -0.000413223140496


6.77414984419455E-06 -0.000413223140496





















































































































-0.000413223140496 0.033471074380165


-0.000413223140496 0.033471074380165


















































































































































































































































1477395.6347



1477395.6347






















































































































20379.7488



20379.7488


1.58671560696382



























































































































71.6380240082648

















































































































a1 1.58671560696382
BZWBK=1,586716t+71,63802
























































































































a0 71.6380240082648

























































































































Sheet 14: zad 7b

7. Zbyduj model trendu oraz wyznacz y teoretyczne na podstawie danych poniżej:

KGHM
data zamknięcie
11/28/2003 8.57475
12/31/2003 9.93899
1/30/2004 11.19039
2/27/2004 12.10316
3/31/2004 12.18014
4/30/2004 10.54928
5/31/2004 10.09285
6/30/2004 10.6979
7/30/2004 10.88772
8/31/2004 11.38011
9/30/2004 12.86217
10/29/2004 12.67235
11/30/2004 12.13912
12/31/2004 11.87242
1/31/2005 10.47231
2/28/2005 12.51858
3/31/2005 11.68269
4/29/2005 11.34425
5/31/2005 11.15443
6/30/2005 12.89813
7/29/2005 15.07251
8/31/2005 16.08295
9/30/2005 18.9446
10/31/2005 18.73942
11/30/2005 21.84212
12/30/2005 25.19102
1/31/2006 29.42206
2/28/2006 28.97593
3/31/2006 33.45307
4/28/2006 45.34085
5/31/2006 39.53533
6/30/2006 43.52532
7/31/2006 53.10527
8/31/2006 47.35125
9/29/2006 44.56133
10/31/2006 48.4589
11/30/2006 44.9613
12/29/2006 39.38671
1/31/2007 40.26876
2/28/2007 39.67383
3/30/2007 43.32529
4/30/2007 47.35125
5/31/2007 51.33601
6/29/2007 55.13103
7/31/2007 64.82392
8/31/2007 59.38774
9/28/2007 63.33672
10/31/2007 69.33684
11/30/2007 57.95167
12/31/2007 54.25928
1/31/2008 46.28452
2/29/2008 55.84902
3/31/2008 52.51558
4/30/2008 52.61812
5/30/2008 52.87453
6/30/2008 51.28349
7/31/2008 47.92292
8/29/2008 43.68691
9/30/2008 28.21159
10/31/2008 17.19814
11/28/2008 16.32262
12/31/2008 15.88209
1/30/2009 17.00032
2/27/2009 19.28773
3/31/2009 25.80563
4/30/2009 33.52067
5/29/2009 39.59115
6/30/2009 46.0295
7/31/2009 57.35452
8/31/2009 56.75775
9/30/2009 57.28812
10/30/2009 65.57639
11/30/2009 71.47793
12/31/2009 70.2842
1/29/2010 64.31451
2/26/2010 63.91868
3/31/2010 71.14823
4/30/2010 73.26881
5/31/2010 65.31318
6/30/2010 60.60695
7/30/2010 72.98831
8/31/2010 73.12515
9/30/2010 80.23928
10/29/2010 87.55573
11/30/2010 91.66289
12/31/2010 118.34194
1/31/2011 115.05613
2/28/2011 120.05152
3/31/2011 123.26329
4/29/2011 133.59452
5/31/2011 131.33727
6/30/2011 134.75634
7/29/2011 141.27626
8/31/2011 129.36136
9/30/2011 96.94705
10/31/2011 114.33833
11/30/2011 98.0571
12/30/2011 81.85082
1/31/2012 103.31597
2/29/2012 109.00993
3/30/2012 105.90025
4/30/2012 102.71818
5/31/2012 94.72623
6/29/2012 107.30734
7/31/2012 116.52246
8/31/2012 119.46541
9/28/2012 140.25
10/31/2012 147.88328
11/30/2012 164.34541
12/31/2012 174.7377
1/31/2013 173.72607
2/28/2013 166.18475
3/29/2013 145.12426
4/30/2013 136.11148
5/31/2013 136.38738
6/28/2013 111.28033
7/31/2013 111
8/30/2013 122.6
9/30/2013 123.3
10/31/2013 124.55
11/29/2013 118.45

Sheet 15: zad 8a

8. Zbadaj istotność parametrów wyznaczonego modelu trendu w zadaniu 7a





















BZWBK








data zamknięcie BZWBKteor et
s^2 2400.12106571196

1.58671560696383 71.6380240082645
11/28/2003 59.4457 73.2247396152286 -13.7790396152286
s 48.9910304618301

0.127509920176199 8.96295881457941
12/31/2003 62.5027 74.8114552221924 -12.3087552221924
błąd a1 0.127509920176199

0.565454992289387 48.9910304618301
1/30/2004 66.0489 76.3981708291562 -10.3492708291562
błąd a0 8.96295881457941

154.849653979338 119
2/27/2004 68.7741 77.9848864361201 -9.21078643612006




371657.916534017 285614.406819724
3/31/2004 71.0013 79.5716020430839 -8.57030204308389
t(a1) 12.4438600916009 >t krytycznego alfa1 istotnie różni się od 0

4/30/2004 74.3028 81.1583176500477 -6.8555176500477
t(a0) 7.99267579939521 >t krytycznego alfa0 istotnie różni się od 0

5/31/2004 71.4204 82.7450332570115 -11.3246332570115
t krytyczne 1.98009987645694



6/30/2004 71.665 84.3317488639753 -12.6667488639753






7/30/2004 66.0489 85.9184644709392 -19.8695644709392






8/31/2004 66.8786 87.505180077903 -20.626580077903






9/30/2004 68.2762 89.0918956848668 -20.8156956848668






10/29/2004 70.5907 90.6786112918306 -20.0879112918306






11/30/2004 72.0755 92.2653268987945 -20.1898268987944






12/31/2004 80.085 93.8520425057583 -13.7670425057583






1/31/2005 77.4471 95.4387581127221 -17.9916581127221






2/28/2005 85.8671 97.0254737196859 -11.1583737196859






3/31/2005 82.5655 98.6121893266497 -16.0466893266497






4/29/2005 75.3772 100.198904933614 -24.8217049336136






5/31/2005 75.9623 101.785620540577 -25.8233205405774






6/30/2005 87.5178 103.372336147541 -15.8545361475412






7/29/2005 94.9511 104.959051754505 -10.007951754505






8/31/2005 89.1687 106.545767361469 -17.3770673614688






9/30/2005 102.3751 108.132482968433 -5.75738296843267






10/31/2005 92.0599 109.719198575397 -17.6592985753965






11/30/2005 104.8554 111.30591418236 -6.45051418236031






12/30/2005 116.8306 112.892629789324 3.93797021067587






1/31/2006 123.8438 114.479345396288 9.36445460371205






2/28/2006 135.3991 116.066061003252 19.3330389967482






3/31/2006 122.1929 117.652776610216 4.5401233897844






4/28/2006 159.148 119.239492217179 39.9085077828206






5/31/2006 151.025 120.826207824143 30.1987921758568






6/30/2006 153.1646 122.412923431107 30.7516765688929






7/31/2006 175.4112 123.999639038071 51.4115609619291






8/31/2006 162.1442 125.586354645035 36.5578453549653






9/29/2006 164.7117 127.173070251999 37.5386297480015






10/31/2006 176.6949 128.759785858962 47.9351141410376






11/30/2006 184.39 130.346501465926 54.0434985340738






12/29/2006 192.5221 131.93321707289 60.58888292711






1/31/2007 228.8914 133.519932679854 95.3714673201462






2/28/2007 193.3779 135.106648286818 58.2712517131824






3/30/2007 231.1098 136.693363893781 94.4164361062186






4/30/2007 266.3969 138.280079500745 128.116820499255






5/31/2007 266.3969 139.866795107709 126.530104892291






6/29/2007 253.2949 141.453510714673 111.841389285327






7/31/2007 245.4339 143.040226321637 102.393673678363






8/31/2007 221.24 144.626941928601 76.6130580713995






9/28/2007 220.9779 146.213657535564 74.7642424644356






10/31/2007 242.6389 147.800373142528 94.8385268574718






11/30/2007 205.256 149.387088749492 55.868911250508






12/31/2007 219.2309 150.973804356456 68.2570956435441






1/31/2008 162.4579 152.56051996342 9.89738003658033






2/29/2008 151.1039 154.147235570383 -3.04333557038348






3/31/2008 161.1452 155.733951177347 5.41124882265268






4/30/2008 144.5792 157.320666784311 -12.7414667843111






5/30/2008 145.9137 158.907382391275 -12.9936823912749






6/30/2008 121.3571 160.494097998239 -39.1369979982388






7/31/2008 144.7569 162.080813605203 -17.3239136052026






8/29/2008 156.2342 163.667529212166 -7.43332921216643






9/30/2008 135.682 165.25424481913 -29.5722448191302






10/31/2008 107.6559 166.840960426094 -59.1850604260941






11/28/2008 94.31 168.427676033058 -74.1176760330579






12/31/2008 98.5809 170.014391640022 -71.4334916400217






1/30/2009 78.2951 171.601107246986 -93.3060072469855






2/27/2009 62.7251 173.187822853949 -110.462722853949






3/31/2009 60.6342 174.774538460913 -114.140338460913






4/30/2009 79.0068 176.361254067877 -97.354454067877






5/29/2009 73.4906 177.947969674841 -104.457369674841






6/30/2009 80.0745 179.534685281805 -99.4601852818046






7/31/2009 114.7735 181.121400888768 -66.3479008887685






8/31/2009 120.1115 182.708116495732 -62.5966164957323






9/30/2009 133.4572 184.294832102696 -50.8376321026961






10/30/2009 139.2404 185.88154770966 -46.6411477096599






11/30/2009 145.0234 187.468263316624 -42.4448633166237






12/31/2009 169.0461 189.054978923588 -20.0088789235876






1/29/2010 158.8153 190.641694530551 -31.8263945305514






2/26/2010 155.7003 192.228410137515 -36.5281101375152






3/31/2010 183.1933 193.815125744479 -10.621825744479






4/30/2010 193.9544 195.401841351443 -1.44744135144285






5/31/2010 186.7561 196.988556958407 -10.2324569584067






6/30/2010 175.6935 198.575272565371 -22.8817725653705






7/30/2010 167.2646 200.161988172334 -32.8973881723343






8/31/2010 170.3438 201.748703779298 -31.4049037792981






9/30/2010 195.0968 203.335419386262 -8.23861938626195






10/29/2010 191.2919 204.922134993226 -13.6302349932258






11/30/2010 190.9259 206.50885060019 -15.5829506001896






12/31/2010 194.8208 208.095566207153 -13.2747662071534






1/31/2011 198.2652 209.682281814117 -11.4170818141172






2/28/2011 204.3469 211.268997421081 -6.92209742108105






3/31/2011 205.5201 212.855713028045 -7.33561302804486






4/29/2011 213.0472 214.442428635009 -1.39522863500869






5/31/2011 208.5422 216.029144241973 -7.48694424197251






6/30/2011 221.494 217.615859848936 3.87814015106366






7/29/2011 224.3095 219.2025754559 5.10692454409985






8/31/2011 208.4483 220.789291062864 -12.340991062864






9/30/2011 211.1701 222.376006669828 -11.2059066698278






10/31/2011 216.8012 223.962722276792 -7.16152227679163






11/30/2011 213.982 225.549437883755 -11.5674378837554






12/30/2011 212.1073 227.136153490719 -15.0288534907193






1/31/2012 214.9241 228.722869097683 -13.7987690976831






2/29/2012 215.8663 230.309584704647 -14.4432847046469






3/30/2012 220.5578 231.896300311611 -11.3385003116107






4/30/2012 219.6156 233.483015918575 -13.8674159185746






5/31/2012 222.4325 235.069731525538 -12.6372315255384






6/29/2012 223.4038 236.656447132502 -13.2526471325022






7/31/2012 222.9181 238.243162739466 -15.325062739466






8/31/2012 226.3177 239.82987834643 -13.5121783464298






9/28/2012 232.6313 241.416593953394 -8.78529395339365






10/31/2012 231.66 243.003309560357 -11.3433095603575






11/30/2012 232.1457 244.590025167321 -12.4443251673213






12/31/2012 234.9625 246.176740774285 -11.2142407742851






1/31/2013 243.8015 247.763456381249 -3.96195638124894






2/28/2013 262.2566 249.350171988213 12.9064280117872






3/29/2013 244.7728 250.936887595177 -6.1640875951766






4/30/2013 263 252.52360320214 10.4763967978596






5/31/2013 292 254.110318809104 37.8896811908958






6/28/2013 280 255.697034416068 24.3029655839319






7/31/2013 324.95 257.283750023032 67.6662499769681






8/30/2013 311.9 258.870465629996 53.0295343700043






9/30/2013 348 260.45718123696 87.5428187630405






10/31/2013 375 262.043896843923 112.956103156077






11/29/2013 406.1 263.630612450887 142.469387549113









0.00000







Sheet 16: zad 8b

8. Zbadaj istotność parametrów wyznaczonego modelu trendu w zadaniu 7b

Sheet 17: zad 9a

9. Zbadaj autokorelację reszt w modelu trendu z zadania 7a testem Durbina Watsona







BZWBK





data zamknięcie BZWBK teor et



11/28/2003 59.4457 73.2247396152286 -13.7790396152286



12/31/2003 62.5027 74.8114552221924 -12.3087552221924



1/30/2004 66.0489 76.3981708291562 -10.3492708291562



2/27/2004 68.7741 77.9848864361201 -9.21078643612006
licznik 30547.2889259337
3/31/2004 71.0013 79.5716020430839 -8.57030204308389
mianownik 285614.406819724
4/30/2004 74.3028 81.1583176500477 -6.8555176500477
DW= 0.106952899421543
5/31/2004 71.4204 82.7450332570115 -11.3246332570115



6/30/2004 71.665 84.3317488639753 -12.6667488639753
121 1.68666 1.71996
7/30/2004 66.0489 85.9184644709392 -19.8695644709392

DW<dl autokorelacja występuje
8/31/2004 66.8786 87.505180077903 -20.626580077903



9/30/2004 68.2762 89.0918956848668 -20.8156956848668



10/29/2004 70.5907 90.6786112918306 -20.0879112918306



11/30/2004 72.0755 92.2653268987945 -20.1898268987944



12/31/2004 80.085 93.8520425057583 -13.7670425057583



1/31/2005 77.4471 95.4387581127221 -17.9916581127221



2/28/2005 85.8671 97.0254737196859 -11.1583737196859



3/31/2005 82.5655 98.6121893266497 -16.0466893266497



4/29/2005 75.3772 100.198904933614 -24.8217049336136



5/31/2005 75.9623 101.785620540577 -25.8233205405774



6/30/2005 87.5178 103.372336147541 -15.8545361475412



7/29/2005 94.9511 104.959051754505 -10.007951754505



8/31/2005 89.1687 106.545767361469 -17.3770673614688



9/30/2005 102.3751 108.132482968433 -5.75738296843267



10/31/2005 92.0599 109.719198575397 -17.6592985753965



11/30/2005 104.8554 111.30591418236 -6.45051418236031



12/30/2005 116.8306 112.892629789324 3.93797021067587



1/31/2006 123.8438 114.479345396288 9.36445460371205



2/28/2006 135.3991 116.066061003252 19.3330389967482



3/31/2006 122.1929 117.652776610216 4.5401233897844



4/28/2006 159.148 119.239492217179 39.9085077828206



5/31/2006 151.025 120.826207824143 30.1987921758568



6/30/2006 153.1646 122.412923431107 30.7516765688929



7/31/2006 175.4112 123.999639038071 51.4115609619291



8/31/2006 162.1442 125.586354645035 36.5578453549653



9/29/2006 164.7117 127.173070251999 37.5386297480015



10/31/2006 176.6949 128.759785858962 47.9351141410376



11/30/2006 184.39 130.346501465926 54.0434985340738



12/29/2006 192.5221 131.93321707289 60.58888292711



1/31/2007 228.8914 133.519932679854 95.3714673201462



2/28/2007 193.3779 135.106648286818 58.2712517131824



3/30/2007 231.1098 136.693363893781 94.4164361062186



4/30/2007 266.3969 138.280079500745 128.116820499255



5/31/2007 266.3969 139.866795107709 126.530104892291



6/29/2007 253.2949 141.453510714673 111.841389285327



7/31/2007 245.4339 143.040226321637 102.393673678363



8/31/2007 221.24 144.626941928601 76.6130580713995



9/28/2007 220.9779 146.213657535564 74.7642424644356



10/31/2007 242.6389 147.800373142528 94.8385268574718



11/30/2007 205.256 149.387088749492 55.868911250508



12/31/2007 219.2309 150.973804356456 68.2570956435441



1/31/2008 162.4579 152.56051996342 9.89738003658033



2/29/2008 151.1039 154.147235570383 -3.04333557038348



3/31/2008 161.1452 155.733951177347 5.41124882265268



4/30/2008 144.5792 157.320666784311 -12.7414667843111



5/30/2008 145.9137 158.907382391275 -12.9936823912749



6/30/2008 121.3571 160.494097998239 -39.1369979982388



7/31/2008 144.7569 162.080813605203 -17.3239136052026



8/29/2008 156.2342 163.667529212166 -7.43332921216643



9/30/2008 135.682 165.25424481913 -29.5722448191302



10/31/2008 107.6559 166.840960426094 -59.1850604260941



11/28/2008 94.31 168.427676033058 -74.1176760330579



12/31/2008 98.5809 170.014391640022 -71.4334916400217



1/30/2009 78.2951 171.601107246986 -93.3060072469855



2/27/2009 62.7251 173.187822853949 -110.462722853949



3/31/2009 60.6342 174.774538460913 -114.140338460913



4/30/2009 79.0068 176.361254067877 -97.354454067877



5/29/2009 73.4906 177.947969674841 -104.457369674841



6/30/2009 80.0745 179.534685281805 -99.4601852818046



7/31/2009 114.7735 181.121400888768 -66.3479008887685



8/31/2009 120.1115 182.708116495732 -62.5966164957323



9/30/2009 133.4572 184.294832102696 -50.8376321026961



10/30/2009 139.2404 185.88154770966 -46.6411477096599



11/30/2009 145.0234 187.468263316624 -42.4448633166237



12/31/2009 169.0461 189.054978923588 -20.0088789235876



1/29/2010 158.8153 190.641694530551 -31.8263945305514



2/26/2010 155.7003 192.228410137515 -36.5281101375152



3/31/2010 183.1933 193.815125744479 -10.621825744479



4/30/2010 193.9544 195.401841351443 -1.44744135144285



5/31/2010 186.7561 196.988556958407 -10.2324569584067



6/30/2010 175.6935 198.575272565371 -22.8817725653705



7/30/2010 167.2646 200.161988172334 -32.8973881723343



8/31/2010 170.3438 201.748703779298 -31.4049037792981



9/30/2010 195.0968 203.335419386262 -8.23861938626195



10/29/2010 191.2919 204.922134993226 -13.6302349932258



11/30/2010 190.9259 206.50885060019 -15.5829506001896



12/31/2010 194.8208 208.095566207153 -13.2747662071534



1/31/2011 198.2652 209.682281814117 -11.4170818141172



2/28/2011 204.3469 211.268997421081 -6.92209742108105



3/31/2011 205.5201 212.855713028045 -7.33561302804486



4/29/2011 213.0472 214.442428635009 -1.39522863500869



5/31/2011 208.5422 216.029144241973 -7.48694424197251



6/30/2011 221.494 217.615859848936 3.87814015106366



7/29/2011 224.3095 219.2025754559 5.10692454409985



8/31/2011 208.4483 220.789291062864 -12.340991062864



9/30/2011 211.1701 222.376006669828 -11.2059066698278



10/31/2011 216.8012 223.962722276792 -7.16152227679163



11/30/2011 213.982 225.549437883755 -11.5674378837554



12/30/2011 212.1073 227.136153490719 -15.0288534907193



1/31/2012 214.9241 228.722869097683 -13.7987690976831



2/29/2012 215.8663 230.309584704647 -14.4432847046469



3/30/2012 220.5578 231.896300311611 -11.3385003116107



4/30/2012 219.6156 233.483015918575 -13.8674159185746



5/31/2012 222.4325 235.069731525538 -12.6372315255384



6/29/2012 223.4038 236.656447132502 -13.2526471325022



7/31/2012 222.9181 238.243162739466 -15.325062739466



8/31/2012 226.3177 239.82987834643 -13.5121783464298



9/28/2012 232.6313 241.416593953394 -8.78529395339365



10/31/2012 231.66 243.003309560357 -11.3433095603575



11/30/2012 232.1457 244.590025167321 -12.4443251673213



12/31/2012 234.9625 246.176740774285 -11.2142407742851



1/31/2013 243.8015 247.763456381249 -3.96195638124894



2/28/2013 262.2566 249.350171988213 12.9064280117872



3/29/2013 244.7728 250.936887595177 -6.1640875951766



4/30/2013 263 252.52360320214 10.4763967978596



5/31/2013 292 254.110318809104 37.8896811908958



6/28/2013 280 255.697034416068 24.3029655839319



7/31/2013 324.95 257.283750023032 67.6662499769681



8/30/2013 311.9 258.870465629996 53.0295343700043



9/30/2013 348 260.45718123696 87.5428187630405



10/31/2013 375 262.043896843923 112.956103156077



11/29/2013 406.1 263.630612450887 142.469387549113




Sheet 18: zad 9b

9. Zbadaj autokorelację reszt w modelu trendu z zadania 7b testem Durbina Watsona

Sheet 19: zad 10a

10. Zbadaj stacjonarność wektora reszt modelu wyznaczonego w zad 7a






BZWBK |et| t


data zamknięcie




11/28/2003 59.4457 13.7790396152286 1
r(et,t) 0.027137546716699
12/31/2003 62.5027 12.3087552221924 2


1/30/2004 66.0489 10.3492708291562 3
tkr 0.296144752088698
2/27/2004 68.7741 9.21078643612006 4


3/31/2004 71.0013 8.57030204308389 5
t<tkr spełniony jest warunek stałej wariancji
4/30/2004 74.3028 6.8555176500477 6


5/31/2004 71.4204 11.3246332570115 7


6/30/2004 71.665 12.6667488639753 8


7/30/2004 66.0489 19.8695644709392 9


8/31/2004 66.8786 20.626580077903 10


9/30/2004 68.2762 20.8156956848668 11


10/29/2004 70.5907 20.0879112918306 12


11/30/2004 72.0755 20.1898268987944 13


12/31/2004 80.085 13.7670425057583 14


1/31/2005 77.4471 17.9916581127221 15


2/28/2005 85.8671 11.1583737196859 16


3/31/2005 82.5655 16.0466893266497 17


4/29/2005 75.3772 24.8217049336136 18


5/31/2005 75.9623 25.8233205405774 19


6/30/2005 87.5178 15.8545361475412 20


7/29/2005 94.9511 10.007951754505 21


8/31/2005 89.1687 17.3770673614688 22


9/30/2005 102.3751 5.75738296843267 23


10/31/2005 92.0599 17.6592985753965 24


11/30/2005 104.8554 6.45051418236031 25


12/30/2005 116.8306 3.93797021067587 26


1/31/2006 123.8438 9.36445460371205 27


2/28/2006 135.3991 19.3330389967482 28


3/31/2006 122.1929 4.5401233897844 29


4/28/2006 159.148 39.9085077828206 30


5/31/2006 151.025 30.1987921758568 31


6/30/2006 153.1646 30.7516765688929 32


7/31/2006 175.4112 51.4115609619291 33


8/31/2006 162.1442 36.5578453549653 34


9/29/2006 164.7117 37.5386297480015 35


10/31/2006 176.6949 47.9351141410376 36


11/30/2006 184.39 54.0434985340738 37


12/29/2006 192.5221 60.58888292711 38


1/31/2007 228.8914 95.3714673201462 39


2/28/2007 193.3779 58.2712517131824 40


3/30/2007 231.1098 94.4164361062186 41


4/30/2007 266.3969 128.116820499255 42


5/31/2007 266.3969 126.530104892291 43


6/29/2007 253.2949 111.841389285327 44


7/31/2007 245.4339 102.393673678363 45


8/31/2007 221.24 76.6130580713995 46


9/28/2007 220.9779 74.7642424644356 47


10/31/2007 242.6389 94.8385268574718 48


11/30/2007 205.256 55.868911250508 49


12/31/2007 219.2309 68.2570956435441 50


1/31/2008 162.4579 9.89738003658033 51


2/29/2008 151.1039 3.04333557038348 52


3/31/2008 161.1452 5.41124882265268 53


4/30/2008 144.5792 12.7414667843111 54


5/30/2008 145.9137 12.9936823912749 55


6/30/2008 121.3571 39.1369979982388 56


7/31/2008 144.7569 17.3239136052026 57


8/29/2008 156.2342 7.43332921216643 58


9/30/2008 135.682 29.5722448191302 59


10/31/2008 107.6559 59.1850604260941 60


11/28/2008 94.31 74.1176760330579 61


12/31/2008 98.5809 71.4334916400217 62


1/30/2009 78.2951 93.3060072469855 63


2/27/2009 62.7251 110.462722853949 64


3/31/2009 60.6342 114.140338460913 65


4/30/2009 79.0068 97.354454067877 66


5/29/2009 73.4906 104.457369674841 67


6/30/2009 80.0745 99.4601852818046 68


7/31/2009 114.7735 66.3479008887685 69


8/31/2009 120.1115 62.5966164957323 70


9/30/2009 133.4572 50.8376321026961 71


10/30/2009 139.2404 46.6411477096599 72


11/30/2009 145.0234 42.4448633166237 73


12/31/2009 169.0461 20.0088789235876 74


1/29/2010 158.8153 31.8263945305514 75


2/26/2010 155.7003 36.5281101375152 76


3/31/2010 183.1933 10.621825744479 77


4/30/2010 193.9544 1.44744135144285 78


5/31/2010 186.7561 10.2324569584067 79


6/30/2010 175.6935 22.8817725653705 80


7/30/2010 167.2646 32.8973881723343 81


8/31/2010 170.3438 31.4049037792981 82


9/30/2010 195.0968 8.23861938626195 83


10/29/2010 191.2919 13.6302349932258 84


11/30/2010 190.9259 15.5829506001896 85


12/31/2010 194.8208 13.2747662071534 86


1/31/2011 198.2652 11.4170818141172 87


2/28/2011 204.3469 6.92209742108105 88


3/31/2011 205.5201 7.33561302804486 89


4/29/2011 213.0472 1.39522863500869 90


5/31/2011 208.5422 7.48694424197251 91


6/30/2011 221.494 3.87814015106366 92


7/29/2011 224.3095 5.10692454409985 93


8/31/2011 208.4483 12.340991062864 94


9/30/2011 211.1701 11.2059066698278 95


10/31/2011 216.8012 7.16152227679163 96


11/30/2011 213.982 11.5674378837554 97


12/30/2011 212.1073 15.0288534907193 98


1/31/2012 214.9241 13.7987690976831 99


2/29/2012 215.8663 14.4432847046469 100


3/30/2012 220.5578 11.3385003116107 101


4/30/2012 219.6156 13.8674159185746 102


5/31/2012 222.4325 12.6372315255384 103


6/29/2012 223.4038 13.2526471325022 104


7/31/2012 222.9181 15.325062739466 105


8/31/2012 226.3177 13.5121783464298 106


9/28/2012 232.6313 8.78529395339365 107


10/31/2012 231.66 11.3433095603575 108


11/30/2012 232.1457 12.4443251673213 109


12/31/2012 234.9625 11.2142407742851 110


1/31/2013 243.8015 3.96195638124894 111


2/28/2013 262.2566 12.9064280117872 112


3/29/2013 244.7728 6.1640875951766 113


4/30/2013 263 10.4763967978596 114


5/31/2013 292 37.8896811908958 115


6/28/2013 280 24.3029655839319 116


7/31/2013 324.95 67.6662499769681 117


8/30/2013 311.9 53.0295343700043 118


9/30/2013 348 87.5428187630405 119


10/31/2013 375 112.956103156077 120


11/29/2013 406.1 142.469387549113 121



Sheet 20: zad 10b

10. Zbadaj stacjonarność wektora reszt modelu wyznaczonego w zad 7b

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