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ssm

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Inference for State Space Model (SSM)

190 lines (189 loc) 25.6 kB
date,mean_I,lower_I,upper_I,mean_R,lower_R,upper_R,mean_S,lower_S,upper_S,mean_Inc,lower_Inc,upper_Inc,mean_cases,lower_cases,upper_cases 2012-11-29,6505.02,6358.61,6646.38,937635,937535,937735,55859.5,55686.5,56039.5,3542.4,3496.95,3587.84,1771.2,1748.47,1793.92 2012-12-06,8047.17,7857.62,8228.02,940266,940136,940390,51687.2,51465.5,51911.4,4172.31,4121.41,4222.81,2086.15,2060.71,2111.41 2012-12-13,9496.48,9266,9720.48,943442,943286,943588,47061.1,46790.6,47331.1,4626.1,4573.01,4676.66,2313.05,2286.5,2338.33 2012-12-20,10653.7,10385.6,10914,947096,946924,947262,42250.2,41940.2,42561.4,4810.93,4760.3,4859.47,2405.47,2380.15,2429.74 2012-12-27,11357.9,11051.8,11643.6,951090,950900,951271,37552.2,37204.6,37895.5,4697.98,4650.55,4741.27,2348.99,2325.27,2370.63 2013-01-03,11537,11211.2,11837.3,955244,955038,955440,33219.2,32854.6,33591.2,4333,4293.02,4373.02,2166.5,2146.51,2186.51 2013-01-10,11219.6,10888,11533.7,959371,959161,959578,29409.8,29030.2,29797.9,3809.37,3773.61,3846.72,1904.69,1886.8,1923.36 2013-01-17,10508.9,10186.1,10820.6,963308,963099,963513,26183.5,25798.8,26583.5,3226.35,3194.13,3258.72,1613.17,1597.07,1629.36 2013-01-24,9539.28,9233.54,9844.46,966937,966723,967140,23523.9,23131.8,23934.8,2659.6,2630.65,2688.91,1329.8,1315.33,1344.46 2013-01-31,8440.22,8158.89,8725.45,970189,969969,970394,21371.3,20971.3,21790.2,2152.64,2127.42,2178.19,1076.32,1063.71,1089.1 2013-02-07,7315.51,7063.18,7575.05,973036,972820,973249,19648.9,19245.7,20069.9,1722.39,1701.17,1743.75,861.197,850.584,871.877 2013-02-14,6237.38,6010.81,6470.86,975483,975251,975708,18279.8,17874.6,18701.3,1369.1,1351.55,1387.18,684.55,675.777,693.59 2013-02-21,5249.27,5048.83,5456.62,977556,977302,977793,17195,16788.5,17623.1,1084.74,1070.21,1099.58,542.368,535.106,549.789 2013-02-28,4372.34,4196.7,4553.57,979291,979021,979544,16336.6,15927.7,16775.2,858.462,846.489,870.713,429.231,423.244,435.357 2013-03-07,3612.29,3459.8,3769.29,980731,980434,981003,15657.1,15247.6,16099.5,679.478,669.617,689.629,339.739,334.809,344.814 2013-03-14,2965.13,2834,3100.52,981916,981602,982211,15118.8,14707.6,15565.4,538.253,530.046,546.535,269.126,265.023,273.267 2013-03-21,2421.47,2309.59,2537.27,982887,982552,983200,14692,14279.4,15141.9,426.867,420.045,433.731,213.433,210.022,216.866 2013-03-28,1969.46,1874.69,2067.79,983678,983324,984007,14353,13936.7,14805.8,338.95,333.26,344.692,169.475,166.63,172.346 2013-04-04,1596.67,1516.77,1679.69,984320,983946,984664,14083.6,13665.4,14538.9,269.464,264.652,274.31,134.732,132.326,137.155 2013-04-11,1291.11,1224.06,1360.92,984840,984450,985196,13869.1,13449.4,14326.8,214.459,210.485,218.457,107.23,105.243,109.228 2013-04-18,1041.9,985.838,1100.37,985260,984857,985627,13698.3,13277.1,14157.9,170.849,167.503,174.24,85.4246,83.7513,87.1201 2013-04-25,839.422,792.697,888.246,985599,985182,985975,13562,13139.5,14023.2,136.221,133.377,139.1,68.1107,66.6886,69.5502 2013-05-02,675.414,636.555,716.049,985871,985446,986257,13453.3,13029.6,13915.8,108.689,106.317,111.123,54.3446,53.1585,55.5615 2013-05-09,542.886,510.66,576.625,986091,985658,986483,13366.6,12941.7,13830.6,86.7733,84.795,88.7865,43.3866,42.3975,44.3932 2013-05-16,436.001,409.334,463.957,986267,985828,986665,13297.3,12871.4,13762.9,69.3105,67.6324,71.0035,34.6553,33.8162,35.5017 2013-05-23,349.929,327.9,373.051,986408,985963,986811,13241.9,12815.2,13708.9,55.3845,53.973,56.8497,27.6922,26.9865,28.4249 2013-05-30,280.7,262.53,299.795,986522,986072,986929,13197.6,12770.1,13665.8,44.2711,43.0867,45.5104,22.1355,21.5433,22.7552 2013-06-06,225.072,210.105,240.819,986613,986159,987023,13162.2,12734.1,13631.3,35.3973,34.3975,36.4385,17.6986,17.1988,18.2193 2013-06-13,180.407,168.093,193.383,986686,986228,987099,13133.9,12705.2,13603.8,28.3083,27.4688,29.2031,14.1541,13.7344,14.6016 2013-06-20,144.567,134.447,155.258,986744,986284,987160,13111.3,12682,13581.7,22.643,21.9394,23.3969,11.3215,10.9697,11.6984 2013-06-27,115.821,107.512,124.622,986791,986328,987209,13093.1,12663.5,13564.1,18.1141,17.5236,18.7437,9.05707,8.76178,9.37183 2013-07-04,92.776,85.9591,100.014,986829,986364,987248,13078.6,12648.6,13549.9,14.4927,13.9935,15.029,7.24637,6.99677,7.51451 2013-07-11,74.3057,68.7177,80.2533,986859,986392,987280,13067,12636.7,13538.7,11.5964,11.1788,12.0509,5.79821,5.5894,6.02543 2013-07-18,59.5061,54.9285,64.3897,986883,986415,987305,13057.8,12627.2,13529.6,9.27961,8.9294,9.65699,4.63981,4.4647,4.82849 2013-07-25,47.6499,43.9026,51.6572,986902,986434,987325,13050.3,12619.5,13522.4,7.42612,7.1304,7.73755,3.71306,3.5652,3.86877 2013-07-26,46.1609,42.5193,50.0563,986904,986436,987328,13049.4,12618.5,13521.5,0.932175,0.893977,0.972421,0.466088,0.446988,0.48621 2013-07-27,44.7183,41.1796,48.5049,986907,986438,987330,13048.5,12617.6,13520.6,0.902978,0.865723,0.942234,0.451489,0.432861,0.471117 2013-07-28,43.3207,39.882,47.0016,986909,986440,987332,13047.6,12616.7,13519.8,0.874696,0.838362,0.912985,0.437348,0.419181,0.456492 2013-07-29,41.9668,38.6253,45.5448,986911,986442,987335,13046.8,12615.8,13519,0.8473,0.811867,0.884645,0.42365,0.405934,0.442322 2013-07-30,40.6551,37.4081,44.133,986913,986444,987337,13046,12615,13518.2,0.820763,0.786228,0.857185,0.410382,0.393114,0.428592 2013-07-31,39.3844,36.2293,42.765,986915,986446,987339,13045.2,12614.2,13517.4,0.795058,0.761426,0.830578,0.397529,0.380713,0.415289 2013-08-01,38.1533,35.0875,41.4394,986917,986448,987341,13044.4,12613.4,13516.7,0.770158,0.737408,0.804798,0.385079,0.368704,0.402399 2013-08-02,36.9607,33.9817,40.1548,986919,986450,987343,13043.7,12612.6,13515.9,0.746039,0.714147,0.779795,0.37302,0.357073,0.389897 2013-08-03,35.8054,32.9107,38.9099,986921,986452,987345,13042.9,12611.8,13515.2,0.722676,0.69162,0.755511,0.361338,0.34581,0.377755 2013-08-04,34.6861,31.8735,37.7036,986923,986453,987347,13042.2,12611.1,13514.6,0.700044,0.669805,0.732001,0.350022,0.334902,0.366001 2013-08-05,33.6017,30.8688,36.5347,986925,986455,987349,13041.6,12610.4,13513.9,0.678122,0.648678,0.709274,0.339061,0.324339,0.354637 2013-08-06,32.5513,29.8959,35.402,986927,986456,987351,13040.9,12609.7,13513.3,0.656887,0.628217,0.687253,0.328444,0.314109,0.343627 2013-08-07,31.5336,28.9535,34.3043,986928,986458,987353,13040.3,12609.1,13512.7,0.636317,0.608403,0.665916,0.318159,0.304201,0.332958 2013-08-08,30.5477,28.0409,33.2407,986930,986460,987354,13039.6,12608.4,13512.1,0.616392,0.589213,0.645243,0.308196,0.294607,0.322621 2013-08-09,29.5926,27.157,32.21,986931,986461,987356,13039,12607.8,13511.5,0.597091,0.57063,0.625211,0.298546,0.285315,0.312605 2013-08-10,28.6674,26.3009,31.2112,986933,986462,987358,13038.5,12607.2,13510.9,0.578395,0.552632,0.605788,0.289197,0.276316,0.302894 2013-08-11,27.7711,25.4718,30.2434,986934,986464,987359,13037.9,12606.6,13510.4,0.560284,0.535203,0.58694,0.280142,0.267601,0.29347 2013-08-12,26.9027,24.6688,29.3056,986936,986465,987361,13037.4,12606.1,13509.9,0.542741,0.518323,0.568678,0.27137,0.259161,0.284339 2013-08-13,26.0615,23.8911,28.3968,986937,986466,987362,13036.8,12605.5,13509.4,0.525747,0.501976,0.550985,0.262874,0.250988,0.275493 2013-08-14,25.2466,23.1379,27.5162,986938,986468,987363,13036.3,12605,13508.9,0.509286,0.486145,0.533862,0.254643,0.243072,0.266931 2013-08-15,24.4571,22.4084,26.6629,986940,986469,987365,13035.8,12604.5,13508.4,0.49334,0.470813,0.517307,0.24667,0.235406,0.258653 2013-08-16,23.6923,21.7019,25.836,986941,986470,987366,13035.4,12604,13507.9,0.477894,0.455965,0.501265,0.238947,0.227982,0.250632 2013-08-17,22.9515,21.0177,25.0347,986942,986471,987367,13034.9,12603.5,13507.5,0.462932,0.441585,0.485721,0.231466,0.220793,0.24286 2013-08-18,22.2337,20.355,24.2583,986943,986472,987369,13034.4,12603.1,13507.1,0.448438,0.427659,0.470659,0.224219,0.21383,0.235329 2013-08-19,21.5384,19.7133,23.5059,986944,986473,987370,13034,12602.6,13506.6,0.434398,0.414173,0.456054,0.217199,0.207086,0.228027 2013-08-20,20.8648,19.0917,22.7769,986946,986474,987371,13033.6,12602.2,13506.2,0.420798,0.401111,0.441871,0.210399,0.200556,0.220936 2013-08-21,20.2123,18.4897,22.0704,986947,986475,987372,13033.2,12601.7,13505.8,0.407624,0.388462,0.42813,0.203812,0.194231,0.214065 2013-08-22,19.5802,17.9067,21.3859,986948,986476,987373,13032.8,12601.3,13505.5,0.394863,0.376212,0.414816,0.197431,0.188106,0.207408 2013-08-23,18.9678,17.3421,20.7226,986949,986477,987374,13032.4,12600.9,13505.1,0.382501,0.364348,0.401916,0.19125,0.182174,0.200958 2013-08-24,18.3746,16.7952,20.0798,986950,986478,987375,13032,12600.6,13504.7,0.370526,0.352859,0.389418,0.185263,0.176429,0.194709 2013-08-25,17.7999,16.2656,19.4569,986951,986479,987376,13031.7,12600.2,13504.4,0.358926,0.341732,0.377308,0.179463,0.170866,0.188654 2013-08-26,17.2432,15.7527,18.8534,986951,986480,987377,13031.3,12599.8,13504.1,0.34769,0.330956,0.365575,0.173845,0.165478,0.182787 2013-08-27,16.7039,15.256,18.2686,986952,986480,987378,13031,12599.5,13503.7,0.336806,0.32052,0.354216,0.168403,0.16026,0.177108 2013-08-28,16.1814,14.7749,17.7019,986953,986481,987379,13030.7,12599.1,13503.4,0.326262,0.31041,0.343219,0.163131,0.155205,0.17161 2013-08-29,15.6753,14.309,17.1528,986954,986482,987380,13030.4,12598.8,13503.1,0.316048,0.300614,0.332564,0.158024,0.150307,0.166282 2013-08-30,15.185,13.8577,16.6207,986955,986483,987381,13030,12598.5,13502.8,0.306155,0.291129,0.32224,0.153077,0.145564,0.16112 2013-08-31,14.71,13.4207,16.105,986956,986483,987382,13029.7,12598.2,13502.5,0.296571,0.281942,0.312236,0.148285,0.140971,0.156118 2013-09-01,14.2499,12.9975,15.6054,986956,986484,987382,13029.5,12597.9,13502.3,0.287287,0.273045,0.302543,0.143644,0.136523,0.151271 2013-09-02,13.8042,12.5876,15.1212,986957,986485,987383,13029.2,12597.6,13502,0.278294,0.26443,0.293151,0.139147,0.132215,0.146575 2013-09-03,13.3724,12.1906,14.652,986958,986485,987384,13028.9,12597.3,13501.7,0.269583,0.256086,0.28405,0.134791,0.128043,0.142025 2013-09-04,12.9541,11.8062,14.1974,986958,986486,987385,13028.7,12597,13501.5,0.261144,0.247998,0.275232,0.130572,0.123999,0.137616 2013-09-05,12.5489,11.4338,13.7569,986959,986487,987385,13028.4,12596.8,13501.2,0.252969,0.240155,0.266688,0.126485,0.120078,0.133344 2013-09-06,12.1564,11.0732,13.33,986960,986487,987386,13028.2,12596.5,13501,0.245051,0.23256,0.258409,0.122525,0.11628,0.129205 2013-09-07,11.7761,10.724,12.9164,986960,986488,987387,13027.9,12596.3,13500.8,0.23738,0.225205,0.250388,0.11869,0.112602,0.125194 2013-09-08,11.4077,10.3858,12.5156,986961,986488,987387,13027.7,12596,13500.6,0.22995,0.218082,0.242615,0.114975,0.109041,0.121307 2013-09-09,11.0509,10.0582,12.1273,986961,986489,987388,13027.5,12595.8,13500.3,0.222752,0.211185,0.235084,0.111376,0.105593,0.117542 2013-09-10,10.7052,9.74098,11.751,986962,986489,987388,13027.2,12595.6,13500.1,0.215779,0.204506,0.227784,0.10789,0.102253,0.113892 2013-09-11,10.3703,9.43375,11.3863,986963,986490,987389,13027,12595.4,13499.9,0.209025,0.198038,0.220708,0.104513,0.0990192,0.110354 2013-09-12,10.0459,9.13621,11.033,986963,986490,987390,13026.8,12595.1,13499.7,0.202483,0.19178,0.213852,0.101241,0.0958899,0.106926 2013-09-13,9.7316,8.84806,10.6906,986964,986491,987390,13026.6,12594.9,13499.6,0.196145,0.18573,0.207209,0.0980723,0.0928651,0.103605 2013-09-14,9.42716,8.56899,10.3589,986964,986491,987391,13026.5,12594.7,13499.4,0.190005,0.179871,0.200773,0.0950026,0.0899357,0.100386 2013-09-15,9.13225,8.29871,10.0374,986965,986492,987391,13026.3,12594.5,13499.2,0.184058,0.1742,0.194536,0.092029,0.0870998,0.0972681 2013-09-16,8.84655,8.03696,9.72596,986965,986492,987392,13026.1,12594.4,13499,0.178297,0.168707,0.188494,0.0891484,0.0843537,0.0942468 2013-09-17,8.5698,7.78347,9.42415,986966,986493,987392,13025.9,12594.2,13498.9,0.172716,0.163388,0.182639,0.0863581,0.0816941,0.0913193 2013-09-18,8.3017,7.53797,9.1317,986966,986493,987393,13025.7,12594,13498.7,0.16731,0.158237,0.176966,0.0836551,0.0791184,0.0884828 2013-09-19,8.04198,7.30021,8.84832,986966,986493,987393,13025.6,12593.8,13498.5,0.162073,0.153248,0.171469,0.0810367,0.0766239,0.0857343 2013-09-20,7.79039,7.06994,8.57373,986967,986494,987393,13025.4,12593.7,13498.4,0.157001,0.148416,0.166143,0.0785003,0.0742081,0.0830713 2013-09-21,7.54667,6.84694,8.30766,986967,986494,987394,13025.3,12593.5,13498.2,0.152086,0.143737,0.160982,0.0760432,0.0718685,0.080491 2013-09-22,7.31057,6.63098,8.04985,986968,986495,987394,13025.1,12593.4,13498.1,0.147326,0.139205,0.155982,0.0736631,0.0696026,0.0779908 2013-09-23,7.08185,6.42182,7.80004,986968,986495,987395,13025,12593.2,13498,0.142715,0.134816,0.151137,0.0713575,0.0674082,0.0755684 2013-09-24,6.86029,6.21926,7.55797,986968,986495,987395,13024.8,12593.1,13497.8,0.138248,0.130566,0.146442,0.0691241,0.0652829,0.0732212 2013-09-25,6.64566,6.02308,7.32342,986969,986496,987395,13024.7,12592.9,13497.7,0.133921,0.126442,0.141894,0.0669606,0.0632209,0.0709468 2013-09-26,6.43775,5.8331,7.09615,986969,986496,987396,13024.6,12592.8,13497.6,0.12973,0.122448,0.137486,0.0648648,0.061224,0.0687432 2013-09-27,6.23634,5.6491,6.87592,986969,986496,987396,13024.5,12592.7,13497.5,0.125669,0.11858,0.133216,0.0628347,0.0592901,0.066608 2013-09-28,6.04122,5.47091,6.66253,986970,986496,987396,13024.3,12592.5,13497.4,0.121736,0.114837,0.129078,0.060868,0.0574187,0.0645391 2013-09-29,5.85222,5.29834,6.45576,986970,986497,987397,13024.2,12592.4,13497.2,0.117926,0.111215,0.125069,0.058963,0.0556076,0.0625345 2013-09-30,5.66912,5.13119,6.25541,986970,986497,987397,13024.1,12592.3,13497.1,0.114235,0.107707,0.121184,0.0571175,0.0538536,0.0605922 2013-10-01,5.49175,4.9693,6.06127,986971,986497,987397,13024,12592.2,13497,0.11066,0.10431,0.11742,0.0553299,0.0521549,0.0587102 2013-10-02,5.31993,4.81253,5.87316,986971,986497,987398,13023.9,12592.1,13496.9,0.107196,0.10102,0.113773,0.0535981,0.0505098,0.0568867 2013-10-03,5.15349,4.6607,5.69089,986971,986498,987398,13023.8,12591.9,13496.8,0.103841,0.0978332,0.11024,0.0519206,0.0489166,0.0551198 2013-10-04,4.99225,4.51366,5.51427,986971,986498,987398,13023.7,12591.8,13496.7,0.100591,0.0947473,0.106816,0.0502956,0.0473736,0.0534078 2013-10-05,4.83605,4.37125,5.34313,986972,986498,987399,13023.6,12591.7,13496.6,0.097443,0.0917588,0.103498,0.0487215,0.0458794,0.051749 2013-10-06,4.68475,4.23334,5.1773,986972,986498,987399,13023.5,12591.6,13496.5,0.0943933,0.0888645,0.100283,0.0471966,0.0444322,0.0501417 2013-10-07,4.53817,4.09978,5.01662,986972,986499,987399,13023.4,12591.5,13496.5,0.091439,0.0860615,0.0971686,0.0457195,0.0430308,0.0485843 2013-10-08,4.39618,3.97043,4.86092,986972,986499,987399,13023.3,12591.5,13496.4,0.0885772,0.083347,0.0941506,0.0442886,0.0416735,0.0470753 2013-10-09,4.25864,3.84517,4.71006,986973,986499,987400,13023.2,12591.4,13496.3,0.085805,0.080718,0.0912264,0.0429025,0.040359,0.0456132 2013-10-10,4.12539,3.72385,4.56388,986973,986499,987400,13023.1,12591.3,13496.2,0.0831195,0.078172,0.088393,0.0415598,0.039086,0.0441965 2013-10-11,3.99632,3.60636,4.42223,986973,986499,987400,13023.1,12591.2,13496.1,0.0805181,0.0757064,0.0856476,0.0402591,0.0378532,0.0428238 2013-10-12,3.87128,3.49258,4.28498,986973,986500,987400,13023,12591.1,13496.1,0.0779982,0.0733185,0.0829874,0.0389991,0.0366592,0.0414937 2013-10-13,3.75016,3.38239,4.15199,986973,986500,987400,13022.9,12591,13496,0.0755571,0.0710059,0.0804099,0.0377785,0.0355029,0.040205 2013-10-14,3.63282,3.27568,4.02312,986974,986500,987401,13022.8,12590.9,13495.9,0.0731924,0.0687662,0.0779125,0.0365962,0.0343831,0.0389563 2013-10-15,3.51916,3.17233,3.89826,986974,986500,987401,13022.8,12590.9,13495.9,0.0709017,0.0665972,0.0754926,0.0354508,0.0332986,0.0377463 2013-10-16,3.40905,3.07224,3.77727,986974,986500,987401,13022.7,12590.8,13495.8,0.0686827,0.0644967,0.0731479,0.0343413,0.0322483,0.036574 2013-10-17,3.30238,2.97531,3.66003,986974,986500,987401,13022.6,12590.7,13495.7,0.0665332,0.0624623,0.0708761,0.0332666,0.0312312,0.035438 2013-10-18,3.19906,2.88143,3.54643,986974,986501,987401,13022.6,12590.7,13495.7,0.0644509,0.0604922,0.0686748,0.0322255,0.0302461,0.0343374 2013-10-19,3.09896,2.79052,3.43636,986974,986501,987402,13022.5,12590.6,13495.6,0.0624338,0.0585842,0.0665418,0.0312169,0.0292921,0.0332709 2013-10-20,3.002,2.70248,3.32971,986975,986501,987402,13022.4,12590.5,13495.5,0.0604799,0.0567364,0.0644752,0.0302399,0.0283682,0.0322376 2013-10-21,2.90807,2.61721,3.22636,986975,986501,987402,13022.4,12590.5,13495.5,0.0585871,0.0549468,0.0624727,0.0292935,0.0274734,0.0312363 2013-10-22,2.81708,2.53463,3.12622,986975,986501,987402,13022.3,12590.4,13495.4,0.0567535,0.0532137,0.0605324,0.0283768,0.0266069,0.0302662 2013-10-23,2.72894,2.45466,3.02919,986975,986501,987402,13022.3,12590.4,13495.4,0.0549774,0.0515353,0.0586523,0.0274887,0.0257677,0.0293262 2013-10-24,2.64355,2.37722,2.93517,986975,986501,987402,13022.2,12590.3,13495.3,0.0532568,0.0499098,0.0568307,0.0266284,0.0249549,0.0284154 2013-10-25,2.56084,2.30221,2.84407,986975,986502,987403,13022.2,12590.2,13495.3,0.0515901,0.0483356,0.0550657,0.025795,0.0241678,0.0275328 2013-10-26,2.48071,2.22957,2.7558,986975,986502,987403,13022.1,12590.2,13495.2,0.0499755,0.0468111,0.0533554,0.0249878,0.0234055,0.0266777 2013-10-27,2.40309,2.15923,2.67026,986976,986502,987403,13022.1,12590.1,13495.2,0.0484115,0.0453346,0.0516983,0.0242057,0.0226673,0.0258492 2013-10-28,2.3279,2.0911,2.58738,986976,986502,987403,13022,12590.1,13495.1,0.0468964,0.0439047,0.0500927,0.0234482,0.0219524,0.0250463 2013-10-29,2.25506,2.02512,2.50708,986976,986502,987403,13022,12590,13495.1,0.0454288,0.0425199,0.0485369,0.0227144,0.02126,0.0242685 2013-10-30,2.1845,1.96123,2.42926,986976,986502,987403,13021.9,12590,13495.1,0.044007,0.0411788,0.0470295,0.0220035,0.0205894,0.0235147 2013-10-31,2.11615,1.89935,2.35386,986976,986502,987403,13021.9,12590,13495,0.0426298,0.03988,0.0455688,0.0213149,0.01994,0.0227844 2013-11-01,2.04994,1.83942,2.2808,986976,986502,987403,13021.8,12589.9,13495,0.0412957,0.0386221,0.0441536,0.0206478,0.0193111,0.0220768 2013-11-02,1.9858,1.78138,2.21001,986976,986502,987404,13021.8,12589.9,13494.9,0.0400033,0.037404,0.0427822,0.0200017,0.018702,0.0213911 2013-11-03,1.92366,1.72518,2.14141,986976,986503,987404,13021.8,12589.8,13494.9,0.0387514,0.0362242,0.0414535,0.0193757,0.0181121,0.0207268 2013-11-04,1.86347,1.67074,2.07495,986976,986503,987404,13021.7,12589.8,13494.9,0.0375387,0.0350817,0.0401661,0.0187693,0.0175408,0.020083 2013-11-05,1.80516,1.61803,2.01054,986976,986503,987404,13021.7,12589.7,13494.8,0.0363639,0.0339752,0.0389186,0.0181819,0.0169876,0.0194593 2013-11-06,1.74868,1.56698,1.94814,986977,986503,987404,13021.7,12589.7,13494.8,0.0352259,0.0329036,0.0377099,0.0176129,0.0164518,0.018855 2013-11-07,1.69397,1.51753,1.88767,986977,986503,987404,13021.6,12589.7,13494.8,0.0341235,0.0318658,0.0365387,0.0170617,0.0159329,0.0182694 2013-11-08,1.64096,1.46965,1.82908,986977,986503,987404,13021.6,12589.6,13494.7,0.0330556,0.0308607,0.0354039,0.0165278,0.0154304,0.017702 2013-11-09,1.58962,1.42328,1.77231,986977,986503,987404,13021.6,12589.6,13494.7,0.0320211,0.0298873,0.0343044,0.0160105,0.0149437,0.0171522 2013-11-10,1.53988,1.37837,1.7173,986977,986503,987404,13021.5,12589.6,13494.7,0.031019,0.0289447,0.033239,0.0155095,0.0144723,0.0166195 2013-11-11,1.4917,1.33488,1.66399,986977,986503,987404,13021.5,12589.5,13494.7,0.0300482,0.0280318,0.0322066,0.0150241,0.0140159,0.0161033 2013-11-12,1.44502,1.29276,1.61235,986977,986503,987404,13021.5,12589.5,13494.6,0.0291079,0.0271476,0.0312064,0.0145539,0.0135738,0.0156032 2013-11-13,1.39981,1.25197,1.5623,986977,986503,987405,13021.4,12589.5,13494.6,0.0281969,0.0262914,0.0302372,0.0140985,0.0131457,0.0151186 2013-11-14,1.35601,1.21247,1.51381,986977,986503,987405,13021.4,12589.5,13494.6,0.0273145,0.0254621,0.0292981,0.0136573,0.0127311,0.0146491 2013-11-15,1.31358,1.17421,1.46682,986977,986503,987405,13021.4,12589.4,13494.6,0.0264597,0.024659,0.0283882,0.0132299,0.0123295,0.0141941 2013-11-16,1.27248,1.13717,1.42129,986977,986503,987405,13021.4,12589.4,13494.5,0.0256317,0.0238813,0.0275065,0.0128158,0.0119406,0.0137533 2013-11-17,1.23266,1.10128,1.37718,986977,986504,987405,13021.3,12589.4,13494.5,0.0248295,0.0231281,0.0266523,0.0124148,0.011564,0.0133261 2013-11-18,1.19409,1.06654,1.33443,986977,986504,987405,13021.3,12589.3,13494.5,0.0240525,0.0223986,0.0258245,0.0120263,0.0111993,0.0129123 2013-11-19,1.15673,1.03288,1.29301,986978,986504,987405,13021.3,12589.3,13494.5,0.0232998,0.0216921,0.0250225,0.0116499,0.0108461,0.0125112 2013-11-20,1.12053,1.00029,1.25288,986978,986504,987405,13021.3,12589.3,13494.4,0.0225706,0.021008,0.0242454,0.0112853,0.010504,0.0121227 2013-11-21,1.08547,0.968732,1.21399,986978,986504,987405,13021.2,12589.3,13494.4,0.0218643,0.0203454,0.0234924,0.0109321,0.0101727,0.0117462 2013-11-22,1.05151,0.938166,1.17631,986978,986504,987405,13021.2,12589.2,13494.4,0.0211801,0.0197037,0.0227628,0.01059,0.00985183,0.0113814 2013-11-23,1.01861,0.908564,1.13979,986978,986504,987405,13021.2,12589.2,13494.4,0.0205172,0.0190822,0.0220558,0.0102586,0.0095411,0.0110279 2013-11-24,0.986735,0.879897,1.10442,986978,986504,987405,13021.2,12589.2,13494.4,0.0198752,0.0184803,0.0213708,0.00993758,0.00924017,0.0106854 2013-11-25,0.95586,0.852133,1.07014,986978,986504,987405,13021.2,12589.2,13494.3,0.0192532,0.0178975,0.0207071,0.00962659,0.00894873,0.0103536 2013-11-26,0.925951,0.825246,1.03692,986978,986504,987405,13021.1,12589.2,13494.3,0.0186507,0.017333,0.020064,0.00932533,0.00866649,0.010032 2013-11-27,0.896978,0.799207,1.00473,986978,986504,987405,13021.1,12589.1,13494.3,0.018067,0.0167863,0.0194409,0.0090335,0.00839314,0.00972044 2013-11-28,0.868912,0.77399,0.973547,986978,986504,987405,13021.1,12589.1,13494.3,0.0175016,0.0162567,0.0188371,0.0087508,0.00812835,0.00941855 2013-11-29,0.841723,0.749568,0.943329,986978,986504,987406,13021.1,12589.1,13494.3,0.0169539,0.0157438,0.0182521,0.00847695,0.00787192,0.00912604 2013-11-30,0.815386,0.725917,0.914048,986978,986504,987406,13021.1,12589.1,13494.3,0.0164233,0.0152471,0.0176852,0.00821167,0.00762357,0.00884261 2013-12-01,0.789872,0.703013,0.885676,986978,986504,987406,13021.1,12589.1,13494.2,0.0159094,0.0147661,0.017136,0.00795469,0.00738306,0.00856799 2013-12-02,0.765157,0.68083,0.858185,986978,986504,987406,13021,12589.1,13494.2,0.0154115,0.0143003,0.0166038,0.00770576,0.00715014,0.00830189 2013-12-03,0.741216,0.659348,0.831548,986978,986504,987406,13021,12589,13494.2,0.0149292,0.0138491,0.016089,0.00746461,0.00692457,0.00804449 2013-12-04,0.718023,0.638544,0.805737,986978,986504,987406,13021,12589,13494.2,0.014462,0.0134122,0.0155904,0.00723101,0.00670612,0.0077952 2013-12-05,0.695556,0.618396,0.780727,986978,986504,987406,13021,12589,13494.2,0.0140095,0.0129891,0.0151073,0.00700473,0.00649455,0.00755364 2013-12-06,0.673792,0.598884,0.756493,986978,986504,987406,13021,12589,13494.2,0.013571,0.0125793,0.0146391,0.00678552,0.00628966,0.00731956 2013-12-07,0.652709,0.579987,0.733012,986978,986504,987406,13021,12589,13494.2,0.0131463,0.0121825,0.0141855,0.00657317,0.00609124,0.00709274 2013-12-08,0.632286,0.561687,0.710259,986978,986504,987406,13021,12589,13494.2,0.0127349,0.0117981,0.0137459,0.00636747,0.00589907,0.00687294 2013-12-09,0.612502,0.543964,0.688213,986978,986504,987406,13021,12589,13494.1,0.0123364,0.0114259,0.0133199,0.00616821,0.00571297,0.00665996 2013-12-10,0.593336,0.5268,0.666851,986978,986504,987406,13020.9,12588.9,13494.1,0.0119504,0.0110655,0.0129064,0.00597518,0.00553274,0.00645322 2013-12-11,0.574771,0.510178,0.646152,986978,986505,987406,13020.9,12588.9,13494.1,0.0115764,0.0107164,0.0125053,0.00578819,0.00535819,0.00625266 2013-12-12,0.556786,0.49408,0.626096,986979,986505,987406,13020.9,12588.9,13494.1,0.0112141,0.0103783,0.0121167,0.00560706,0.00518915,0.00605833 2013-12-13,0.539364,0.47849,0.606662,986979,986505,987406,13020.9,12588.9,13494.1,0.0108632,0.0100509,0.0117401,0.00543159,0.00502544,0.00587004 2013-12-14,0.522488,0.463392,0.587831,986979,986505,987406,13020.9,12588.9,13494.1,0.0105232,0.00973381,0.0113752,0.00526162,0.0048669,0.0056876 2013-12-15,0.506139,0.448771,0.569585,986979,986505,987406,13020.9,12588.9,13494.1,0.0101939,0.00942673,0.0110217,0.00509696,0.00471336,0.00551083 2013-12-16,0.490302,0.434611,0.551905,986979,986505,987406,13020.9,12588.9,13494.1,0.00987492,0.00912933,0.0106791,0.00493746,0.00456467,0.00533955 2013-12-17,0.47496,0.420897,0.534774,986979,986505,987406,13020.9,12588.9,13494.1,0.00956589,0.00884132,0.0103472,0.00478295,0.00442066,0.0051736 2013-12-18,0.460099,0.407617,0.518175,986979,986505,987406,13020.9,12588.9,13494.1,0.00926654,0.0085624,0.0100256,0.00463327,0.0042812,0.0050128 2013-12-19,0.445703,0.394755,0.502091,986979,986505,987406,13020.8,12588.8,13494,0.00897656,0.00829227,0.00971401,0.00448828,0.00414614,0.00485701 2013-12-20,0.431756,0.382299,0.486506,986979,986505,987406,13020.8,12588.8,13494,0.00869565,0.00803067,0.0094121,0.00434782,0.00401534,0.00470605 2013-12-21,0.418247,0.370236,0.471405,986979,986505,987406,13020.8,12588.8,13494,0.00842353,0.00777732,0.00911958,0.00421176,0.00388866,0.00455979 2013-12-22,0.40516,0.358554,0.456772,986979,986505,987406,13020.8,12588.8,13494,0.00815992,0.00753196,0.00883614,0.00407996,0.00376598,0.00441807 2013-12-23,0.392482,0.347241,0.442594,986979,986505,987406,13020.8,12588.8,13494,0.00790457,0.00729435,0.00856152,0.00395229,0.00364717,0.00428076 2013-12-24,0.380202,0.336284,0.428856,986979,986505,987406,13020.8,12588.8,13494,0.00765721,0.00706423,0.00829543,0.0038286,0.00353211,0.00414771 2013-12-25,0.368305,0.325673,0.415544,986979,986505,987406,13020.8,12588.8,13494,0.00741759,0.00684137,0.00803761,0.00370879,0.00342068,0.0040188