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Added Linear models

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Anthony Wang 2020-04-29 19:30:14 -05:00
parent 9a82dd97da
commit d49a42d78b
7 changed files with 165 additions and 0 deletions
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*.exe
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Beta: 0.0005306298181865554
Gamma: 0.00121221978960238
R0: 0.4377340006638624
1 Beta: 0.0005306298181865554
2 Gamma: 0.00121221978960238
3 R0: 0.4377340006638624

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,Actual,S,I,R
1/22/20,0.0033333333333333335,9999.666666666666,0.33333333333333337,0.0
1/23/20,0.0033333333333333335,9994.361952905527,5.6344290411453315,0.003618053328386932
1/24/20,0.006666666666666667,9989.060053236995,10.926290161791322,0.013656601213288695
1/25/20,0.006666666666666667,9983.760966168222,16.208929375068454,0.03010445670892412
1/26/20,0.016666666666666666,9978.46469020716,21.4823593440476,0.052950448791872544
1/27/20,0.016666666666666666,9973.171223862553,26.746592715725946,0.08218342172213045
1/28/20,0.016666666666666666,9967.880565643929,32.00164212109187,0.11779223497955642
1/29/20,0.016666666666666666,9962.592714061611,37.24752017512499,0.15976576326387115
1/30/20,0.016666666666666666,9957.307667626708,42.484239476796134,0.20809289649465731
1/31/20,0.023333333333333334,9952.025424851121,47.7118126090673,0.26276253981135994
2/1/20,0.02666666666666667,9946.745984247535,52.930252138891795,0.3237636135732857
2/2/20,0.02666666666666667,9941.469344329427,58.139570617214055,0.3910850533596039
2/3/20,0.03666666666666667,9936.195503611061,63.33978057896976,0.46471580996934553
2/4/20,0.03666666666666667,9930.924460607494,68.53089454308581,0.544644849421404
2/5/20,0.03666666666666667,9925.656213834565,73.71292501248031,0.6308611529545345
2/6/20,0.03666666666666667,9920.39076180828,78.88588450480648,0.7233536869154422
2/7/20,0.03666666666666667,9915.12810304507,84.04978553882692,0.8221114161027986
2/8/20,0.03666666666666667,9909.86823606336,89.20464055942097,0.927123377219282
2/9/20,0.03666666666666667,9904.611159382359,94.35046199522124,1.038378622420841
2/10/20,0.03666666666666667,9899.356871522046,99.4872622597099,1.155866218243141
2/11/20,0.04,9894.10537100318,104.61505375121851,1.2795752456015648
2/12/20,0.04,9888.856656347281,109.73384885292818,1.409494799791212
2/13/20,0.043333333333333335,9883.610726076644,114.84365993286939,1.5456139904868995
2/14/20,0.043333333333333335,9878.367578714335,119.9444993439222,1.6879219417431601
2/15/20,0.043333333333333335,9873.12721278419,125.03637942381604,1.8364077919942445
2/16/20,0.043333333333333335,9867.889626810816,130.11931249512992,1.991060694054122
2/17/20,0.043333333333333335,9862.654819319592,135.19331086529218,2.151869815116474
2/18/20,0.043333333333333335,9857.422788836666,140.25838682658068,2.3188243367547043
2/19/20,0.043333333333333335,9852.193533888956,145.31455265612286,2.49191345492193
2/20/20,0.043333333333333335,9846.967053004155,150.36182061589548,2.6711263799509877
2/21/20,0.05,9841.743344710721,155.40020295272484,2.856452336554429
2/22/20,0.05,9836.522407537888,160.42971189828674,3.047880563824524
2/23/20,0.05,9831.304240015661,165.45035966910632,3.2454003152332596
2/24/20,0.05,9826.088840674809,170.46215846655832,3.4490008586323384
2/25/20,0.05,9820.87620804688,175.46512047686696,3.658671476253179
2/26/20,0.05,9815.666340664187,180.45925787110573,3.8744014647069225
2/27/20,0.05333333333333334,9810.459237059818,185.44458280519788,4.09618013498442
2/28/20,0.05333333333333334,9805.254895767628,190.4211074199159,4.323996812456246
2/29/20,0.08,9800.053315322246,195.3888438408819,4.5578408368726855
3/1/20,0.1,9794.854494259069,200.34780417856723,4.797701562363745
3/2/20,0.17666666666666667,9789.658431114267,205.29800052829304,5.043568357439147
3/3/20,0.24333333333333335,9784.465124424782,210.23944497022978,5.295430604988333
3/4/20,0.3466666666666667,9779.274572728322,215.17214956939722,5.553277702280454
3/5/20,0.5733333333333334,9774.086774563371,220.09612637566488,5.817099060964388
3/6/20,0.7233333333333334,9768.90172846918,225.0113874237515,6.086884107068723
3/7/20,1.12,9763.719432985772,229.9179447332255,6.3626222810017685
3/8/20,1.5,9758.539886653944,234.81581030850467,6.644303037551545
3/9/20,1.7133333333333334,9753.363088015258,239.7049961388562,6.931915845885796
3/10/20,2.3600000000000003,9748.189035612051,244.58551419839685,7.225450189551979
3/11/20,3.6833333333333336,9743.01772798743,249.4573764460929,7.5248955664772685
3/12/20,5.19,9737.849163685272,254.32059482575988,7.83024148896856
3/13/20,7.156666666666667,9732.683341250224,259.1751812660631,8.141477483712459
3/14/20,9.523333333333333,9727.520259227707,264.021147680517,8.458593091775294
3/15/20,9.726666666666667,9722.359916163912,268.8585059674857,8.781577868603105
3/16/20,14.356666666666667,9717.202310605795,273.6872680101828,9.110421384021652
3/17/20,20.32,9712.047441101093,278.50744567667124,9.445113222236419
3/18/20,29.576666666666668,9706.895306198305,283.31905081986355,9.78564298183259
3/19/20,46.980000000000004,9701.745904446703,288.1220952775217,10.132000275775082
3/20/20,64.67666666666668,9696.599234396335,292.91659087225713,10.484174731408524
3/21/20,85.75,9691.455294598012,297.70254941153064,10.84215599045726
3/22/20,112.11333333333334,9686.314083603322,302.47998268765264,11.20593370902535
3/23/20,145.54333333333335,9681.175599964621,307.24890247778296,11.57549755759657
3/24/20,179.12,9676.039842235035,312.00932054393087,11.950837221034421
3/25/20,219.26000000000002,9670.906808968462,316.7612486329552,12.331942398582116
3/26/20,279.4533333333334,9665.776498719573,321.5046984765641,12.718802803862584
3/27/20,338.8566666666667,9660.648910043807,326.2396817913154,13.11140816487847
3/28/20,404.9266666666667,9655.524041497372,330.96621027861613,13.509748224012142
3/29/20,469.6966666666667,9650.401891637252,335.68429562472306,13.913812738025676
3/30/20,539.4566666666667,9645.282459021197,340.39394950074217,14.323591478060873
3/31/20,627.24,9640.165742207731,345.0951835626292,14.739074229639247
4/1/20,711.2066666666667,9635.051739756149,349.7880094511889,15.160250792662026
4/2/20,812.0533333333334,9629.940450226513,354.4724387920761,15.587110981410163
4/3/20,918.6066666666667,9624.83187217966,359.1484831957947,16.019644624544327
4/4/20,1029.4833333333333,9619.726004177197,363.8161542576982,16.457841565104893
4/5/20,1123.5500000000002,9614.6228447815,368.4754635579895,16.90169166051197
4/6/20,1222.2,9609.522392555713,373.1264226617208,17.351184782565365
4/7/20,1320.7366666666667,9604.424646063762,377.76904311879434,17.806310817444615
1 Actual S I R
2 1/22/20 0.0033333333333333335 9999.666666666666 0.33333333333333337 0.0
3 1/23/20 0.0033333333333333335 9994.361952905527 5.6344290411453315 0.003618053328386932
4 1/24/20 0.006666666666666667 9989.060053236995 10.926290161791322 0.013656601213288695
5 1/25/20 0.006666666666666667 9983.760966168222 16.208929375068454 0.03010445670892412
6 1/26/20 0.016666666666666666 9978.46469020716 21.4823593440476 0.052950448791872544
7 1/27/20 0.016666666666666666 9973.171223862553 26.746592715725946 0.08218342172213045
8 1/28/20 0.016666666666666666 9967.880565643929 32.00164212109187 0.11779223497955642
9 1/29/20 0.016666666666666666 9962.592714061611 37.24752017512499 0.15976576326387115
10 1/30/20 0.016666666666666666 9957.307667626708 42.484239476796134 0.20809289649465731
11 1/31/20 0.023333333333333334 9952.025424851121 47.7118126090673 0.26276253981135994
12 2/1/20 0.02666666666666667 9946.745984247535 52.930252138891795 0.3237636135732857
13 2/2/20 0.02666666666666667 9941.469344329427 58.139570617214055 0.3910850533596039
14 2/3/20 0.03666666666666667 9936.195503611061 63.33978057896976 0.46471580996934553
15 2/4/20 0.03666666666666667 9930.924460607494 68.53089454308581 0.544644849421404
16 2/5/20 0.03666666666666667 9925.656213834565 73.71292501248031 0.6308611529545345
17 2/6/20 0.03666666666666667 9920.39076180828 78.88588450480648 0.7233536869154422
18 2/7/20 0.03666666666666667 9915.12810304507 84.04978553882692 0.8221114161027986
19 2/8/20 0.03666666666666667 9909.86823606336 89.20464055942097 0.927123377219282
20 2/9/20 0.03666666666666667 9904.611159382359 94.35046199522124 1.038378622420841
21 2/10/20 0.03666666666666667 9899.356871522046 99.4872622597099 1.155866218243141
22 2/11/20 0.04 9894.10537100318 104.61505375121851 1.2795752456015648
23 2/12/20 0.04 9888.856656347281 109.73384885292818 1.409494799791212
24 2/13/20 0.043333333333333335 9883.610726076644 114.84365993286939 1.5456139904868995
25 2/14/20 0.043333333333333335 9878.367578714335 119.9444993439222 1.6879219417431601
26 2/15/20 0.043333333333333335 9873.12721278419 125.03637942381604 1.8364077919942445
27 2/16/20 0.043333333333333335 9867.889626810816 130.11931249512992 1.991060694054122
28 2/17/20 0.043333333333333335 9862.654819319592 135.19331086529218 2.151869815116474
29 2/18/20 0.043333333333333335 9857.422788836666 140.25838682658068 2.3188243367547043
30 2/19/20 0.043333333333333335 9852.193533888956 145.31455265612286 2.49191345492193
31 2/20/20 0.043333333333333335 9846.967053004155 150.36182061589548 2.6711263799509877
32 2/21/20 0.05 9841.743344710721 155.40020295272484 2.856452336554429
33 2/22/20 0.05 9836.522407537888 160.42971189828674 3.047880563824524
34 2/23/20 0.05 9831.304240015661 165.45035966910632 3.2454003152332596
35 2/24/20 0.05 9826.088840674809 170.46215846655832 3.4490008586323384
36 2/25/20 0.05 9820.87620804688 175.46512047686696 3.658671476253179
37 2/26/20 0.05 9815.666340664187 180.45925787110573 3.8744014647069225
38 2/27/20 0.05333333333333334 9810.459237059818 185.44458280519788 4.09618013498442
39 2/28/20 0.05333333333333334 9805.254895767628 190.4211074199159 4.323996812456246
40 2/29/20 0.08 9800.053315322246 195.3888438408819 4.5578408368726855
41 3/1/20 0.1 9794.854494259069 200.34780417856723 4.797701562363745
42 3/2/20 0.17666666666666667 9789.658431114267 205.29800052829304 5.043568357439147
43 3/3/20 0.24333333333333335 9784.465124424782 210.23944497022978 5.295430604988333
44 3/4/20 0.3466666666666667 9779.274572728322 215.17214956939722 5.553277702280454
45 3/5/20 0.5733333333333334 9774.086774563371 220.09612637566488 5.817099060964388
46 3/6/20 0.7233333333333334 9768.90172846918 225.0113874237515 6.086884107068723
47 3/7/20 1.12 9763.719432985772 229.9179447332255 6.3626222810017685
48 3/8/20 1.5 9758.539886653944 234.81581030850467 6.644303037551545
49 3/9/20 1.7133333333333334 9753.363088015258 239.7049961388562 6.931915845885796
50 3/10/20 2.3600000000000003 9748.189035612051 244.58551419839685 7.225450189551979
51 3/11/20 3.6833333333333336 9743.01772798743 249.4573764460929 7.5248955664772685
52 3/12/20 5.19 9737.849163685272 254.32059482575988 7.83024148896856
53 3/13/20 7.156666666666667 9732.683341250224 259.1751812660631 8.141477483712459
54 3/14/20 9.523333333333333 9727.520259227707 264.021147680517 8.458593091775294
55 3/15/20 9.726666666666667 9722.359916163912 268.8585059674857 8.781577868603105
56 3/16/20 14.356666666666667 9717.202310605795 273.6872680101828 9.110421384021652
57 3/17/20 20.32 9712.047441101093 278.50744567667124 9.445113222236419
58 3/18/20 29.576666666666668 9706.895306198305 283.31905081986355 9.78564298183259
59 3/19/20 46.980000000000004 9701.745904446703 288.1220952775217 10.132000275775082
60 3/20/20 64.67666666666668 9696.599234396335 292.91659087225713 10.484174731408524
61 3/21/20 85.75 9691.455294598012 297.70254941153064 10.84215599045726
62 3/22/20 112.11333333333334 9686.314083603322 302.47998268765264 11.20593370902535
63 3/23/20 145.54333333333335 9681.175599964621 307.24890247778296 11.57549755759657
64 3/24/20 179.12 9676.039842235035 312.00932054393087 11.950837221034421
65 3/25/20 219.26000000000002 9670.906808968462 316.7612486329552 12.331942398582116
66 3/26/20 279.4533333333334 9665.776498719573 321.5046984765641 12.718802803862584
67 3/27/20 338.8566666666667 9660.648910043807 326.2396817913154 13.11140816487847
68 3/28/20 404.9266666666667 9655.524041497372 330.96621027861613 13.509748224012142
69 3/29/20 469.6966666666667 9650.401891637252 335.68429562472306 13.913812738025676
70 3/30/20 539.4566666666667 9645.282459021197 340.39394950074217 14.323591478060873
71 3/31/20 627.24 9640.165742207731 345.0951835626292 14.739074229639247
72 4/1/20 711.2066666666667 9635.051739756149 349.7880094511889 15.160250792662026
73 4/2/20 812.0533333333334 9629.940450226513 354.4724387920761 15.587110981410163
74 4/3/20 918.6066666666667 9624.83187217966 359.1484831957947 16.019644624544327
75 4/4/20 1029.4833333333333 9619.726004177197 363.8161542576982 16.457841565104893
76 4/5/20 1123.5500000000002 9614.6228447815 368.4754635579895 16.90169166051197
77 4/6/20 1222.2 9609.522392555713 373.1264226617208 17.351184782565365
78 4/7/20 1320.7366666666667 9604.424646063762 377.76904311879434 17.806310817444615

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Beta: 0.00225573366659839
Gamma: 0.01741524200420521
R0: 0.12952640371312119
1 Beta: 0.00225573366659839
2 Gamma: 0.01741524200420521
3 R0: 0.12952640371312119

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,Actual,S,I,R
4/10/03,499.0,9500.0,500.0,0.0
4/11/03,529.5,9478.594681592454,512.5877002660018,8.817618141544223
4/12/03,554.0,9457.237593461185,524.9102776965382,17.852128842276684
4/14/03,595.0,9435.928626930277,536.9724293164429,27.098943753279666
4/15/03,616.0,9414.667673579052,548.7787404283372,36.55358599260962
4/16/03,634.0,9393.45462522877,560.3337228510325,46.21165192019811
4/17/03,648.5,9372.289373942072,571.6418164995505,56.06880955837544
4/18/03,679.0,9351.171812023005,582.7073893851227,66.12079859187072
4/19/03,679.0,9330.101832016997,593.5347376151906,76.36343036781183
4/21/03,701.0,9309.07932671087,604.1280853934052,86.79258789572535
4/22/03,717.0,9288.104189132835,614.4915850196279,97.40422584753672
4/23/03,729.0,9267.1763125525,624.6293168899298,108.19437055757007
4/24/03,744.0,9246.29559048086,634.5452894965919,119.1591200225484
4/25/03,755.0,9225.461916647466,644.2435146525669,130.29456869996685
4/26/03,763.5,9204.675184627875,653.7292446879925,141.59557068413258
4/28/03,778.5,9183.935288594885,663.006505667155,153.05820573795992
4/29/03,786.0,9163.24212313631,672.0786695546125,164.6792073090769
4/30/03,794.5,9142.59558306551,680.9490743653055,176.45534256918526
5/1/03,800.0,9121.995563421382,689.6210241645568,188.3834124140605
5/2/03,805.5,9101.441959468377,698.0977890680718,200.4602514635516
5/3/03,810.5,9080.93466669648,706.3826052419383,212.68272806158123
5/5/03,818.5,9060.473580821228,714.478674902626,225.0477442761459
5/6/03,823.0,9040.058597783696,722.3891663169875,237.55223589931555
5/7/03,827.0,9019.689613750508,730.1172138022575,250.19317244723374
5/8/03,830.5,8999.366525113828,737.6659177260531,262.9675571601179
5/9/03,833.5,8979.089228491366,745.0383445063738,275.87242700225903
5/10/03,837.0,8958.857620726378,752.2375266116013,288.9048526620217
5/12/03,841.5,8938.671598887655,759.2664625605001,302.06193855184415
5/13/03,844.5,8918.531060269544,766.1281169222168,315.3408228082384
5/14/03,849.0,8898.43590239193,772.8254203162803,328.73867729178994
5/15/03,851.5,8878.38602300024,779.3612694126019,342.25270758715817
5/16/03,853.0,8858.381320065448,785.7385269314753,355.8801530030757
5/17/03,855.0,8838.421691784073,791.960021643577,369.61828657234935
5/19/03,857.0,8818.507036578176,798.0285483699649,383.46441505185925
5/20/03,859.0,8798.637253095361,803.9468679820802,397.41587892255905
5/21/03,859.5,8778.812240208776,809.7177074017461,411.47005238947645
5/22/03,861.0,8759.03189701712,815.343759601168,425.6243433817125
5/23/03,862.0,8739.296122844624,820.827683602934,439.8761935524421
5/24/03,862.0,8719.604817241072,826.1721044800144,454.22307827891353
5/26/03,863.0,8699.957879981788,831.3796133557619,468.6625066624491
5/27/03,864.0,8680.355211067645,836.4527674039116,483.19202152844446
5/28/03,865.0,8660.79671072505,841.3940898485808,497.809199426369
5/29/03,866.0,8641.282279405965,846.2060699642695,512.511650629766
5/30/03,868.0,8621.811817787888,850.8911630758598,527.2970191362518
5/31/03,869.5,8602.385226773866,855.4517905586162,542.162982667517
6/2/03,873.0,8583.002407492488,859.8903398381857,557.1072526693256
6/3/03,873.5,8563.663261297886,864.2091643905977,572.1275743115153
6/4/03,874.0,8544.367689769739,868.4105837422638,587.2217264879973
6/5/03,874.0,8525.115594713265,872.4968834699781,602.3875218167568
6/6/03,875.0,8505.90687815923,876.470315200917,617.6228066398522
6/9/03,876.5,8486.741442363944,880.3330966126388,632.9254610234161
6/10/03,877.0,8467.61918980926,884.0874114330854,648.293398757654
6/11/03,877.0,8448.540023202573,887.7354094405802,663.7245673568459
6/12/03,877.5,8429.503845476827,891.2792064638286,679.2169480593448
6/13/03,877.5,8410.510559791684,894.7204994674133,694.7689407409007
6/16/03,877.5,8391.560069536834,898.0601377124788,710.3797927506865
6/17/03,877.5,8372.652278317999,901.2998654333252,726.0478562486757
6/18/03,877.5,8353.787089952133,904.4414664314635,741.7714436164025
6/19/03,877.5,8334.96440846746,907.4866998396931,757.5488916928467
6/20/03,877.5,8316.184138103461,910.4373001221032,773.3785617744354
6/23/03,877.5,8297.446183310887,913.294977074071,789.2588396150414
6/24/03,877.5,8278.750448751753,916.0614158222633,805.1881354259838
6/25/03,877.5,8260.096839299336,918.7382768246354,821.164883876028
6/26/03,877.5,8241.485260038182,921.3271958704316,837.187544091386
6/27/03,877.5,8222.915616264097,923.8297840801858,853.2545996557159
6/30/03,877.5,8204.387813484158,926.2476279057198,869.3645586101221
7/1/03,877.5,8185.901757416699,928.5822891301452,885.5159534531554
7/2/03,877.5,8167.457353991325,930.8353048678621,901.7073411408129
7/3/03,877.5,8149.054509348902,933.0081875645594,917.9373030865378
7/4/03,877.5,8130.693129841564,935.1024249972156,934.2044451612198
7/7/03,877.5,8112.373122032706,937.1194802740976,950.5073976931949
7/8/03,877.5,8094.094392696993,939.0607918347613,966.8448154682457
7/9/03,877.5,8075.856848820347,940.9277734500515,983.2153777296002
7/10/03,877.5,8057.660397599964,942.7218142221024,999.6177881779337
7/11/03,877.5,8039.5049464442955,944.4442785843365,1016.0507749713671
8/7/03,877.5,8021.390402973066,946.0965063014658,1032.5130907254681
1 Actual S I R
2 4/10/03 499.0 9500.0 500.0 0.0
3 4/11/03 529.5 9478.594681592454 512.5877002660018 8.817618141544223
4 4/12/03 554.0 9457.237593461185 524.9102776965382 17.852128842276684
5 4/14/03 595.0 9435.928626930277 536.9724293164429 27.098943753279666
6 4/15/03 616.0 9414.667673579052 548.7787404283372 36.55358599260962
7 4/16/03 634.0 9393.45462522877 560.3337228510325 46.21165192019811
8 4/17/03 648.5 9372.289373942072 571.6418164995505 56.06880955837544
9 4/18/03 679.0 9351.171812023005 582.7073893851227 66.12079859187072
10 4/19/03 679.0 9330.101832016997 593.5347376151906 76.36343036781183
11 4/21/03 701.0 9309.07932671087 604.1280853934052 86.79258789572535
12 4/22/03 717.0 9288.104189132835 614.4915850196279 97.40422584753672
13 4/23/03 729.0 9267.1763125525 624.6293168899298 108.19437055757007
14 4/24/03 744.0 9246.29559048086 634.5452894965919 119.1591200225484
15 4/25/03 755.0 9225.461916647466 644.2435146525669 130.29456869996685
16 4/26/03 763.5 9204.675184627875 653.7292446879925 141.59557068413258
17 4/28/03 778.5 9183.935288594885 663.006505667155 153.05820573795992
18 4/29/03 786.0 9163.24212313631 672.0786695546125 164.6792073090769
19 4/30/03 794.5 9142.59558306551 680.9490743653055 176.45534256918526
20 5/1/03 800.0 9121.995563421382 689.6210241645568 188.3834124140605
21 5/2/03 805.5 9101.441959468377 698.0977890680718 200.4602514635516
22 5/3/03 810.5 9080.93466669648 706.3826052419383 212.68272806158123
23 5/5/03 818.5 9060.473580821228 714.478674902626 225.0477442761459
24 5/6/03 823.0 9040.058597783696 722.3891663169875 237.55223589931555
25 5/7/03 827.0 9019.689613750508 730.1172138022575 250.19317244723374
26 5/8/03 830.5 8999.366525113828 737.6659177260531 262.9675571601179
27 5/9/03 833.5 8979.089228491366 745.0383445063738 275.87242700225903
28 5/10/03 837.0 8958.857620726378 752.2375266116013 288.9048526620217
29 5/12/03 841.5 8938.671598887655 759.2664625605001 302.06193855184415
30 5/13/03 844.5 8918.531060269544 766.1281169222168 315.3408228082384
31 5/14/03 849.0 8898.43590239193 772.8254203162803 328.73867729178994
32 5/15/03 851.5 8878.38602300024 779.3612694126019 342.25270758715817
33 5/16/03 853.0 8858.381320065448 785.7385269314753 355.8801530030757
34 5/17/03 855.0 8838.421691784073 791.960021643577 369.61828657234935
35 5/19/03 857.0 8818.507036578176 798.0285483699649 383.46441505185925
36 5/20/03 859.0 8798.637253095361 803.9468679820802 397.41587892255905
37 5/21/03 859.5 8778.812240208776 809.7177074017461 411.47005238947645
38 5/22/03 861.0 8759.03189701712 815.343759601168 425.6243433817125
39 5/23/03 862.0 8739.296122844624 820.827683602934 439.8761935524421
40 5/24/03 862.0 8719.604817241072 826.1721044800144 454.22307827891353
41 5/26/03 863.0 8699.957879981788 831.3796133557619 468.6625066624491
42 5/27/03 864.0 8680.355211067645 836.4527674039116 483.19202152844446
43 5/28/03 865.0 8660.79671072505 841.3940898485808 497.809199426369
44 5/29/03 866.0 8641.282279405965 846.2060699642695 512.511650629766
45 5/30/03 868.0 8621.811817787888 850.8911630758598 527.2970191362518
46 5/31/03 869.5 8602.385226773866 855.4517905586162 542.162982667517
47 6/2/03 873.0 8583.002407492488 859.8903398381857 557.1072526693256
48 6/3/03 873.5 8563.663261297886 864.2091643905977 572.1275743115153
49 6/4/03 874.0 8544.367689769739 868.4105837422638 587.2217264879973
50 6/5/03 874.0 8525.115594713265 872.4968834699781 602.3875218167568
51 6/6/03 875.0 8505.90687815923 876.470315200917 617.6228066398522
52 6/9/03 876.5 8486.741442363944 880.3330966126388 632.9254610234161
53 6/10/03 877.0 8467.61918980926 884.0874114330854 648.293398757654
54 6/11/03 877.0 8448.540023202573 887.7354094405802 663.7245673568459
55 6/12/03 877.5 8429.503845476827 891.2792064638286 679.2169480593448
56 6/13/03 877.5 8410.510559791684 894.7204994674133 694.7689407409007
57 6/16/03 877.5 8391.560069536834 898.0601377124788 710.3797927506865
58 6/17/03 877.5 8372.652278317999 901.2998654333252 726.0478562486757
59 6/18/03 877.5 8353.787089952133 904.4414664314635 741.7714436164025
60 6/19/03 877.5 8334.96440846746 907.4866998396931 757.5488916928467
61 6/20/03 877.5 8316.184138103461 910.4373001221032 773.3785617744354
62 6/23/03 877.5 8297.446183310887 913.294977074071 789.2588396150414
63 6/24/03 877.5 8278.750448751753 916.0614158222633 805.1881354259838
64 6/25/03 877.5 8260.096839299336 918.7382768246354 821.164883876028
65 6/26/03 877.5 8241.485260038182 921.3271958704316 837.187544091386
66 6/27/03 877.5 8222.915616264097 923.8297840801858 853.2545996557159
67 6/30/03 877.5 8204.387813484158 926.2476279057198 869.3645586101221
68 7/1/03 877.5 8185.901757416699 928.5822891301452 885.5159534531554
69 7/2/03 877.5 8167.457353991325 930.8353048678621 901.7073411408129
70 7/3/03 877.5 8149.054509348902 933.0081875645594 917.9373030865378
71 7/4/03 877.5 8130.693129841564 935.1024249972156 934.2044451612198
72 7/7/03 877.5 8112.373122032706 937.1194802740976 950.5073976931949
73 7/8/03 877.5 8094.094392696993 939.0607918347613 966.8448154682457
74 7/9/03 877.5 8075.856848820347 940.9277734500515 983.2153777296002
75 7/10/03 877.5 8057.660397599964 942.7218142221024 999.6177881779337
76 7/11/03 877.5 8039.5049464442955 944.4442785843365 1016.0507749713671
77 8/7/03 877.5 8021.390402973066 946.0965063014658 1032.5130907254681