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Exam1/.DS_Store
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Exam1/.DS_Store
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Exam1/Data/Data_Forwardpremia.csv
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Exam1/Data/Data_Forwardpremia.csv
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some,random,information,that,we,do,not,need,or,what
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,AUD,CAD,EUR,JPY,NZD,NOK,SEK,CHF,GBP
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1995-01-31,0.14383,0.15598,-0.08519,-0.29138,0.19805,-0.06425,0.12908,-0.17894,0.019
|
||||
1995-02-28,0.14739,0.13631,-0.09617,-0.33185,0.24677,-0.10999,0.16885,-0.21906,0.03157
|
||||
1995-03-31,0.11713,0.16416,-0.12398,-0.40484,0.22202,-0.10589,0.19229,-0.23089,0.01847
|
||||
1995-04-28,0.13086,0.14698,-0.13713,-0.39946,0.22825,-0.04812,0.21572,-0.24473,0.04975
|
||||
1995-05-31,0.12199,0.13135,-0.12744,-0.40864,0.23887,-0.01273,0.22039,-0.23173,0.01891
|
||||
1995-06-30,0.13481,0.08733,-0.13747,-0.43143,0.23384,-0.06168,0.24986,-0.27829,0.05032
|
||||
1995-07-31,0.15517,0.07299,-0.12283,-0.47136,0.26248,-0.0489,0.28551,-0.29596,0.08139
|
||||
1995-08-31,0.12776,0.03722,-0.12961,-0.42537,0.2859,-0.07487,0.26267,-0.24097,0.0709
|
||||
1995-09-29,0.14344,0.0372,-0.16118,-0.51115,0.26971,-0.04462,0.25048,-0.2865,0.06958
|
||||
1995-10-31,0.15218,0.0448,-0.14916,-0.47546,0.19125,-0.06907,0.25862,-0.3351,0.06958
|
||||
1995-11-30,0.12631,-0.00736,-0.15913,-0.4777,0.18919,-0.03612,0.24828,-0.30683,0.05882
|
||||
1995-12-29,0.15612,-0.0,-0.16763,-0.45138,0.25454,-0.02846,0.26637,-0.33044,0.07083
|
||||
1996-01-31,0.14126,-0.00727,-0.1615,-0.41695,0.24166,0.02609,0.24336,-0.30592,0.07935
|
||||
1996-02-29,0.16031,-0.0,-0.16341,-0.39538,0.30235,-0.02813,0.21012,-0.31773,0.07183
|
||||
1996-03-29,0.17189,-0.03669,-0.16949,-0.40756,0.28566,-0.05927,0.13472,-0.30316,0.04587
|
||||
1996-04-30,0.18061,-0.05878,-0.1765,-0.43536,0.37698,-0.06544,0.11637,-0.30655,0.0532
|
||||
1996-05-31,0.17552,-0.05839,-0.17067,-0.42262,0.35933,-0.06128,0.08019,-0.22409,0.05157
|
||||
1996-06-28,0.173,-0.05861,-0.17117,-0.54985,0.37621,-0.05856,0.03925,-0.25643,0.02575
|
||||
1996-07-31,0.17003,-0.08007,-0.18359,-0.33311,0.37165,-0.06128,0.00757,-0.25084,0.03214
|
||||
1996-08-30,0.12637,-0.1098,-0.18946,-0.72472,0.35884,-0.03746,-0.01057,-0.2754,0.02561
|
||||
1996-09-30,0.11858,-0.12489,-0.20323,-0.46233,0.39073,-0.06151,-0.04376,-0.36718,0.03836
|
||||
1996-10-31,0.11888,-0.17167,-0.1852,-0.40094,0.3177,-0.06116,-0.05329,-0.30164,0.06146
|
||||
1996-11-29,0.08137,-0.23029,-0.18875,-0.66059,0.28435,-0.11222,-0.10133,-0.29204,0.04759
|
||||
1996-12-31,0.03982,-0.20457,-0.20006,-0.43724,0.17677,-0.15751,-0.12959,-0.319,0.05839
|
||||
1997-01-31,0.01891,-0.1819,-0.17479,-0.3879,0.13806,-0.16203,-0.08785,-0.29202,0.05618
|
||||
1997-02-28,0.03591,-0.20212,-0.18261,-0.42971,0.18085,-0.17526,-0.10341,-0.31371,0.05395
|
||||
1997-03-31,0.03518,-0.20651,-0.207,-0.42778,0.14691,-0.21241,-0.13216,-0.31843,0.0335
|
||||
1997-04-30,0.02135,-0.21989,-0.21273,-0.43828,0.09088,-0.20243,-0.1167,-0.33993,0.05363
|
||||
1997-05-30,-0.02379,-0.21046,-0.21129,-0.41707,0.11879,-0.19066,-0.1094,-0.39237,0.06237
|
||||
1997-06-30,-0.03406,-0.2097,-0.23441,-0.47302,0.09004,-0.20305,-0.12488,-0.38692,0.09017
|
||||
1997-07-31,-0.05592,-0.18901,-0.17709,-0.43278,0.23459,-0.15693,-0.1024,-0.34847,0.10998
|
||||
1997-08-29,-0.07155,-0.18021,-0.20352,-0.42195,0.19885,-0.16784,-0.10896,-0.36452,0.12401
|
||||
1997-09-30,-0.08216,-0.19182,-0.21709,-0.46742,0.17826,-0.18562,-0.11943,-0.37459,0.12884
|
||||
1997-10-31,-0.06229,-0.14915,-0.17504,-0.42954,0.17971,-0.17085,-0.10361,-0.32637,0.12949
|
||||
1997-11-28,-0.09698,-0.18422,-0.1901,-0.55629,0.0957,-0.20949,-0.12895,-0.39145,0.13364
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||||
1997-12-31,-0.07727,-0.10837,-0.18258,-0.45865,0.27073,-0.186,-0.08763,-0.37779,0.14902
|
||||
1998-01-30,-0.0522,-0.0479,-0.16151,-0.39312,0.27902,-0.15517,-0.07094,-0.34758,0.14261
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||||
1998-02-27,-0.06683,-0.0731,-0.18476,-0.43592,0.26112,-0.15867,-0.09497,-0.40967,0.15499
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||||
1998-03-31,-0.06549,-0.07386,-0.18347,-0.46488,0.35149,-0.15686,-0.10074,-0.37262,0.15957
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||||
1998-04-30,-0.05383,-0.06574,-0.17457,-0.46464,0.26849,-0.14827,-0.09243,-0.35599,0.15023
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1998-05-29,-0.06079,-0.06325,-0.17628,-0.42706,0.21502,-0.09497,-0.09262,-0.32516,0.14483
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||||
1998-06-30,-0.05532,-0.07074,-0.19021,-0.46185,0.20441,-0.07757,-0.12359,-0.31167,0.16796
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||||
1998-07-31,-0.05978,-0.05574,-0.1874,-0.44113,0.11719,-0.02715,-0.11793,-0.32323,0.16518
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||||
1998-08-31,-0.04999,0.02237,-0.18105,-0.43262,0.0343,0.20972,-0.10453,-0.33937,0.16197
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1998-09-30,-0.04739,0.00983,-0.16287,-0.43623,-0.03795,0.22267,-0.09795,-0.34807,0.16844
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||||
1998-10-30,-0.04888,0.00194,-0.14441,-0.42612,-0.0793,0.22965,-0.09983,-0.34323,0.16255
|
||||
1998-11-30,-0.05882,-0.05166,-0.17166,-0.50567,-0.18365,0.25756,-0.19619,-0.35276,0.117
|
||||
1998-12-31,-0.04215,-0.00651,-0.15322,-0.41309,-0.05109,0.29161,-0.13456,-0.33182,0.09922
|
||||
1999-01-29,-0.02136,0.0086,-0.13829,-0.34891,-0.10396,0.22541,-0.12243,-0.29071,0.0749
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||||
1999-02-26,-0.02895,0.0106,-0.15334,-0.40495,-0.03815,0.25925,-0.15599,-0.35395,0.05682
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||||
1999-03-31,-0.01288,-0.00859,-0.16961,-0.44429,-0.0375,0.17452,-0.16005,-0.3106,0.03098
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||||
1999-04-30,-0.01876,-0.00893,-0.19926,-0.41093,-0.03037,0.17002,-0.15885,-0.33422,0.03168
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||||
1999-05-31,-0.01578,-0.01896,-0.19534,-0.40354,-0.03181,0.15365,-0.15339,-0.3276,0.02807
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1999-06-30,-0.03164,-0.04257,-0.22487,-0.44132,-0.05848,0.1022,-0.18483,-0.34925,-0.0222
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||||
1999-07-30,-0.04364,-0.03999,-0.21967,-0.44231,-0.05467,0.10332,-0.18004,-0.36033,-0.00679
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1999-08-31,-0.06121,-0.05229,-0.2444,-0.46943,-0.06574,0.06942,-0.21393,-0.39481,-0.03731
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1999-09-30,-0.04971,-0.06331,-0.24204,-0.45893,-0.06195,0.02579,-0.19475,-0.35984,-0.00729
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1999-10-29,-0.04664,-0.05985,-0.21249,-0.44272,-0.06912,0.02932,-0.18589,-0.34844,-0.00366
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1999-11-30,-0.11925,-0.14606,-0.26136,-0.55002,-0.12353,-0.04467,-0.23908,-0.39363,-0.05649
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1999-12-31,-0.05989,-0.06893,-0.22934,-0.51719,-0.05751,-0.01182,-0.2074,-0.38934,-0.01551
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2000-01-31,-0.05905,-0.06697,-0.20981,-0.4649,-0.0424,-0.01754,-0.17927,-0.30769,0.00123
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||||
2000-02-29,-0.04213,-0.07515,-0.21732,-0.50878,-0.02883,-0.0149,-0.17296,-0.32719,0.00887
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2000-03-31,-0.03568,-0.07097,-0.2052,-0.56759,-0.01812,-0.02785,-0.1871,-0.29212,-0.0163
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2000-04-28,-0.02368,-0.07427,-0.21968,-0.53392,0.00411,-0.00224,-0.20965,-0.2992,-0.02237
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||||
2000-05-31,-0.05149,-0.07548,-0.20695,-0.56673,-0.01095,-0.03683,-0.23271,-0.32205,-0.05284
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2000-06-30,-0.05152,-0.08035,-0.20458,-0.59199,-0.01062,-0.01228,-0.24943,-0.31104,-0.06471
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||||
2000-07-31,-0.05164,-0.07137,-0.2044,-0.6133,-0.0044,0.00169,-0.24454,-0.31564,-0.06074
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||||
2000-08-31,-0.02479,-0.0719,-0.15786,-0.51426,-0.00934,0.02589,-0.22332,-0.27871,-0.0536
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||||
2000-09-29,-0.02303,-0.06915,-0.15442,-0.58611,-0.0123,0.05066,-0.23124,-0.28738,-0.05071
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2000-10-31,-0.03953,-0.06615,-0.14528,-0.55313,-0.01008,0.06073,-0.25131,-0.30133,-0.05921
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||||
2000-11-30,-0.06104,-0.08332,-0.14877,-0.51634,-0.0195,0.05068,-0.23709,-0.28558,-0.07898
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||||
2000-12-29,-0.04202,-0.0686,-0.15372,-0.51886,-0.0,0.08331,-0.22228,-0.2855,-0.06291
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||||
2001-01-31,0.01115,-0.004,-0.05755,-0.39403,0.07231,0.13172,-0.1139,-0.1601,0.02053
|
||||
2001-02-28,0.01518,-0.00849,-0.04232,-0.42145,0.10038,0.16197,-0.11138,-0.15595,0.02704
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||||
2001-03-30,-0.00936,-0.01334,-0.02757,-0.46453,0.10141,0.18317,-0.08871,-0.14321,0.03588
|
||||
2001-04-30,0.02832,0.02473,0.04033,-0.39744,0.13592,0.28106,-0.03408,-0.11592,0.0839
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||||
2001-05-31,0.0743,0.04591,0.04463,-0.34312,0.15427,0.25271,0.00186,-0.06301,0.09296
|
||||
2001-06-29,0.09112,0.05468,0.05668,-0.3259,0.15439,0.29413,0.03444,-0.05064,0.10387
|
||||
2001-07-31,0.09922,0.04448,0.07021,-0.33672,0.18012,0.30866,0.05409,-0.04343,0.12427
|
||||
2001-08-31,0.09753,0.03612,0.06036,-0.2958,0.18094,0.28493,0.06075,-0.02157,0.09657
|
||||
2001-09-28,0.1587,0.06771,0.09448,-0.2248,0.22148,0.38372,0.10166,-0.03155,0.16752
|
||||
2001-10-31,0.17402,0.04285,0.11736,-0.19217,0.24248,0.40676,0.1339,-0.01225,0.16172
|
||||
2001-11-30,0.1839,0.02163,0.1153,-0.176,0.23591,0.42171,0.15198,0.00243,0.16001
|
||||
2001-12-31,0.20886,0.02255,0.12421,-0.15578,0.25489,0.41334,0.18001,-0.00964,0.18775
|
||||
2002-01-31,0.18302,0.01824,0.11789,-0.14063,0.23104,0.36402,0.15636,-0.02045,0.15863
|
||||
2002-02-28,0.19352,0.0187,0.12729,-0.15779,0.2549,0.40208,0.17426,-0.01115,0.17903
|
||||
2002-03-29,0.20691,0.02507,0.12482,-0.15049,0.26614,0.39382,0.18712,-0.03033,0.17783
|
||||
2002-04-30,0.21567,0.04331,0.12892,-0.16096,0.33127,0.41077,0.21388,-0.0284,0.19163
|
||||
2002-05-31,0.24009,0.06412,0.1327,-0.15725,0.30736,0.40916,0.21591,-0.05554,0.18539
|
||||
2002-06-28,0.26507,0.07164,0.13423,-0.15681,0.34029,0.43746,0.21955,-0.05646,0.17729
|
||||
2002-07-31,0.26056,0.08581,0.13876,-0.16045,0.35465,0.46619,0.22166,-0.08979,0.17299
|
||||
2002-08-30,0.24193,0.09483,0.12728,-0.15109,0.32988,0.43252,0.20592,-0.09267,0.17599
|
||||
2002-09-30,0.26424,0.0857,0.13684,-0.16936,0.36313,0.4846,0.2316,-0.10255,0.18904
|
||||
2002-10-31,0.25721,0.09449,0.13257,-0.13927,0.34201,0.44679,0.21968,-0.08471,0.1817
|
||||
2002-11-29,0.28333,0.11866,0.14789,-0.14539,0.37553,0.49104,0.23083,-0.06136,0.21617
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||||
2002-12-31,0.29327,0.12146,0.13297,-0.11467,0.39842,0.44216,0.21782,-0.06728,0.22138
|
||||
2003-01-31,0.2696,0.11419,0.11738,-0.10427,0.35337,0.3599,0.19429,-0.05705,0.20341
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||||
2003-02-28,0.28296,0.13818,0.114,-0.11341,0.37981,0.36221,0.20897,-0.06197,0.20082
|
||||
2003-03-31,0.28392,0.15217,0.10818,-0.10631,0.37062,0.3604,0.19335,-0.08513,0.19124
|
||||
2003-04-30,0.29464,0.17968,0.11178,-0.11452,0.37435,0.32814,0.19603,-0.08925,0.18851
|
||||
2003-05-30,0.28455,0.16516,0.08896,-0.11377,0.36092,0.30435,0.16207,-0.0891,0.19123
|
||||
2003-06-30,0.33701,0.20072,0.09625,-0.11775,0.37649,0.27116,0.17474,-0.07829,0.22812
|
||||
2003-07-31,0.31217,0.17524,0.09031,-0.09794,0.34041,0.21305,0.15026,-0.07359,0.19553
|
||||
2003-08-29,0.30331,0.14552,0.08473,-0.09629,0.32456,0.15862,0.14879,-0.07428,0.20378
|
||||
2003-09-30,0.33322,0.14736,0.09106,-0.10255,0.35419,0.14658,0.15437,-0.0803,0.22054
|
||||
2003-10-31,0.31629,0.14253,0.08674,-0.09082,0.33419,0.13777,0.14475,-0.07566,0.21769
|
||||
2003-11-28,0.35288,0.14836,0.0876,-0.11484,0.38886,0.14279,0.14481,-0.08358,0.22469
|
||||
2003-12-31,0.36779,0.13997,0.08445,-0.09616,0.37998,0.10817,0.15623,-0.07523,0.23433
|
||||
2004-01-30,0.3572,0.12094,0.08317,-0.08866,0.3422,0.0841,0.12608,-0.06984,0.23045
|
||||
2004-02-27,0.37218,0.10652,0.08318,-0.09459,0.37268,0.06674,0.12955,-0.07246,0.25844
|
||||
2004-03-31,0.37196,0.09811,0.08165,-0.1031,0.36416,0.06989,0.09874,-0.0766,0.26861
|
||||
2004-04-30,0.37527,0.08649,0.08516,-0.09501,0.38443,0.07009,0.08923,-0.07793,0.29027
|
||||
2004-05-31,0.35925,0.08277,0.08113,-0.09441,0.38588,0.06852,0.08541,-0.07496,0.27527
|
||||
2004-06-30,0.35844,0.06114,0.06281,-0.12261,0.38496,0.04515,0.06609,-0.08228,0.27056
|
||||
2004-07-30,0.36424,0.04814,0.05108,-0.12955,0.39843,0.03698,0.05029,-0.09462,0.27644
|
||||
2004-08-31,0.33321,0.04022,0.03852,-0.14709,0.40622,0.01983,0.03926,-0.10968,0.2761
|
||||
2004-09-30,0.29886,0.04503,0.02222,-0.15527,0.39733,0.00564,0.01978,-0.10817,0.24788
|
||||
2004-10-29,0.27452,0.05082,0.00845,-0.16569,0.38225,-0.00939,0.0045,-0.10909,0.2273
|
||||
2004-11-30,0.2771,0.03363,-0.01019,-0.21113,0.39579,-0.03301,-0.01873,-0.14599,0.22363
|
||||
2004-12-31,0.26628,0.02003,-0.02085,-0.21767,0.37312,-0.04294,-0.02649,-0.14433,0.21744
|
||||
2005-01-31,0.2138,-0.0,-0.036,-0.19883,0.31266,-0.06266,-0.04424,-0.14651,0.16821
|
||||
2005-02-28,0.2562,-0.00569,-0.05431,-0.2454,0.3627,-0.08014,-0.06304,-0.17805,0.18816
|
||||
2005-03-31,0.24001,-0.02149,-0.06315,-0.25238,0.33298,-0.0762,-0.0669,-0.17298,0.15889
|
||||
2005-04-29,0.21205,-0.04463,-0.0832,-0.26389,0.32288,-0.10461,-0.09071,-0.19844,0.1551
|
||||
2005-05-31,0.22438,-0.05264,-0.09285,-0.28526,0.34322,-0.10709,-0.09945,-0.21549,0.1499
|
||||
2005-06-30,0.19147,-0.06697,-0.10219,-0.2825,0.30515,-0.10697,-0.15315,-0.22428,0.11723
|
||||
2005-07-29,0.18731,-0.08324,-0.11931,-0.30064,0.29606,-0.12666,-0.16706,-0.26257,0.08808
|
||||
2005-08-31,0.16235,-0.08673,-0.13403,-0.31498,0.27479,-0.1369,-0.18281,-0.25221,0.06786
|
||||
2005-09-30,0.15147,-0.08447,-0.1462,-0.3292,0.27005,-0.14602,-0.19464,-0.26951,0.05654
|
||||
2005-10-31,0.11729,-0.08566,-0.16058,-0.33862,0.25896,-0.1464,-0.2064,-0.27689,0.03446
|
||||
2005-11-30,0.10834,-0.09418,-0.16711,-0.39357,0.29205,-0.16961,-0.23732,-0.29786,0.02081
|
||||
2005-12-30,0.10422,-0.09164,-0.16901,-0.38581,0.28526,-0.1688,-0.23096,-0.31538,0.0134
|
||||
2006-01-31,0.07378,-0.07875,-0.16777,-0.35145,0.2353,-0.17605,-0.2098,-0.28297,-0.00506
|
||||
2006-02-28,0.0778,-0.07296,-0.1806,-0.40592,0.23593,-0.20187,-0.22986,-0.32149,-0.0137
|
||||
2006-03-31,0.05663,-0.0849,-0.18083,-0.4491,0.21948,-0.17737,-0.22852,-0.30655,-0.02882
|
||||
2006-04-28,0.05078,-0.08214,-0.21857,-0.42832,0.20466,-0.2251,-0.27347,-0.3552,-0.04345
|
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2006-05-31,0.05372,-0.07905,-0.19853,-0.42925,0.19211,-0.18828,-0.24935,-0.32646,-0.04595
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2006-06-30,0.04514,-0.09626,-0.22253,-0.4677,0.18045,-0.23039,-0.2758,-0.35819,-0.06864
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2006-07-31,0.05604,-0.09649,-0.22144,-0.47493,0.18832,-0.23555,-0.29058,-0.36612,-0.07228
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2006-08-31,0.0596,-0.08925,-0.18539,-0.41387,0.17432,-0.19067,-0.23073,-0.31275,-0.04205
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2006-09-29,0.06765,-0.08788,-0.17567,-0.46676,0.18703,-0.18272,-0.23388,-0.3059,-0.04068
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2006-10-31,0.07858,-0.08661,-0.17178,-0.43936,0.18687,-0.17337,-0.22431,-0.32049,-0.02726
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2006-11-30,0.07742,-0.09462,-0.15057,-0.42318,0.18713,-0.15485,-0.20617,-0.29675,-0.01779
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2006-12-29,0.08682,-0.09113,-0.15316,-0.41612,0.19022,-0.14755,-0.20729,-0.29042,-0.02095
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2007-01-31,0.07289,-0.08051,-0.13031,-0.38126,0.16163,-0.10975,-0.1672,-0.24955,0.00204
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2007-02-28,0.07999,-0.09386,-0.13517,-0.39679,0.19435,-0.10961,-0.1706,-0.27306,0.00204
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2007-03-30,0.08727,-0.08759,-0.1185,-0.43941,0.2016,-0.08654,-0.16747,-0.25672,0.00612
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2007-04-30,0.08315,-0.09234,-0.12848,-0.42725,0.23987,-0.09908,-0.17053,-0.27551,0.0145
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2007-05-31,0.07731,-0.09545,-0.11152,-0.40248,0.21995,-0.0764,-0.16853,-0.25329,0.02174
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2007-06-29,0.07956,-0.07335,-0.10363,-0.40269,0.24235,-0.0586,-0.15003,-0.23526,0.03888
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2007-07-31,0.10025,-0.0787,-0.11484,-0.42917,0.28392,-0.05738,-0.15997,-0.24627,0.04381
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2007-08-31,0.08114,-0.06241,-0.13183,-0.42362,0.24401,-0.08867,-0.16666,-0.27017,0.05505
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2007-09-28,0.13102,-0.03019,-0.07711,-0.37238,0.28229,0.02305,-0.10037,-0.23911,0.06481
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2007-10-31,0.16924,-0.00737,-0.04809,-0.35575,0.31774,0.05062,-0.05048,-0.21679,0.09584
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2007-11-30,0.11921,-0.04002,-0.06907,-0.38732,0.29915,0.02362,-0.06577,-0.24031,0.09342
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2007-12-31,0.17296,-0.03952,-0.05832,-0.34343,0.36582,0.08431,-0.03188,-0.20247,0.08896
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2008-01-31,0.30641,0.07932,0.0787,-0.20713,0.42598,0.18655,0.08997,-0.05811,0.17369
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2008-02-29,0.37399,0.0541,0.09,-0.1973,0.47625,0.2206,0.12521,-0.04312,0.2023
|
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2008-03-31,0.37522,0.06138,0.10284,-0.19307,0.50113,0.25667,0.14947,-0.02022,0.21608
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2008-04-30,0.3962,0.0278,0.12251,-0.19922,0.5208,0.29428,0.15054,-0.04514,0.20773
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2008-05-30,0.39359,0.04628,0.13737,-0.16449,0.54166,0.28535,0.16223,-0.02202,0.22543
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2008-06-30,0.4463,0.04336,0.16179,-0.17722,0.55204,0.33184,0.1749,-0.04026,0.2445
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2008-07-31,0.41376,0.04289,0.16101,-0.17548,0.49978,0.29393,0.17896,-0.02863,0.22945
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2008-08-29,0.36957,0.04339,0.1572,-0.16323,0.45879,0.29022,0.19134,-0.03278,0.21845
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2008-09-30,0.08871,-0.17133,-0.33092,-0.51884,0.37351,0.19128,-0.09714,-0.31264,-0.26613
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2008-10-31,0.30194,0.03947,0.13347,-0.11017,0.37406,0.24346,0.09387,-0.03853,0.19329
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2008-11-28,0.14412,0.00564,0.03308,-0.16561,0.35278,0.21213,0.02518,-0.20851,-0.01303
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2008-12-31,0.3466,0.05183,0.13778,-0.063,0.49747,0.23736,0.06055,-0.03007,0.08698
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2009-01-30,0.21954,0.03871,0.0452,-0.04444,0.26663,0.15903,0.06219,-0.03188,0.04024
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2009-02-27,0.22111,0.00315,0.02208,-0.05315,0.21787,0.13366,0.01801,-0.05409,0.01193
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2009-03-31,0.22708,-0.00715,0.00543,-0.04283,0.22452,0.14385,0.02358,-0.06686,-0.00767
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2009-04-30,0.21145,-0.01347,0.01084,-0.04625,0.19361,0.1237,-0.00012,-0.04303,0.00405
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2009-05-29,0.21908,-0.02008,0.02533,-0.03561,0.17816,0.09009,0.01095,-0.03282,0.00992
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2009-06-30,0.24255,-0.01808,-0.0,-0.03845,0.18077,0.08355,0.01007,-0.03771,0.00243
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2009-07-31,0.24519,-0.0111,-0.00652,-0.02752,0.19461,0.07957,-0.01469,-0.03253,0.00724
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2009-08-31,0.23491,-0.00273,-0.00367,-0.02092,0.18245,0.08707,-0.01084,-0.02271,0.00614
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2009-09-30,0.24346,-0.00466,0.00224,-0.01987,0.21034,0.0913,-0.02188,-0.0212,0.01313
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2009-10-30,0.28056,-0.00093,0.00981,-0.01424,0.20771,0.11173,-0.01333,-0.0205,0.0182
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2009-11-30,0.31653,0.00095,0.00998,-0.01624,0.23516,0.12899,-0.01202,-0.02291,0.0195
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2009-12-31,0.31375,-0.00286,0.0066,-0.016,0.2339,0.1351,-0.01653,-0.02225,0.01734
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2010-01-29,0.29454,0.00469,0.00497,-0.00916,0.19452,0.12819,-0.00341,-0.01613,0.02122
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2010-02-26,0.35987,0.00473,0.00558,-0.01439,0.23513,0.16195,-0.00548,-0.02144,0.02431
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2010-03-31,0.32729,0.00099,-0.00277,-0.01658,0.20033,0.13654,-0.00653,-0.0228,0.01714
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2010-04-30,0.3502,-0.00889,-0.00952,-0.02765,0.20005,0.14266,-0.01173,-0.04082,0.01437
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2010-05-31,0.33923,0.00762,-0.02949,-0.03976,0.19764,0.13761,-0.03143,-0.08313,-0.00482
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2010-06-30,0.36742,0.01882,-0.01628,-0.04859,0.21254,0.15949,0.00244,-0.04359,0.00201
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2010-07-30,0.39737,0.03592,0.002,-0.02492,0.23912,0.16419,0.0166,-0.03346,0.01469
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||||
2010-08-31,0.3899,0.04688,0.0026,-0.03286,0.24869,0.16892,0.04775,-0.02564,0.02147
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2010-09-30,0.37594,0.06821,0.02443,-0.02681,0.24501,0.16362,0.08183,-0.02866,0.02221
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||||
2010-10-29,0.35642,0.0668,0.03481,-0.02296,0.24219,0.1544,0.0896,-0.02135,0.02189
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||||
2010-11-30,0.40622,0.06326,0.01265,-0.04894,0.2692,0.1482,0.09792,-0.05319,0.02055
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||||
2010-12-31,0.40789,0.06338,0.00343,-0.03428,0.25506,0.15128,0.10154,-0.03756,0.02427
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2011-01-31,0.34887,0.05697,0.03574,-0.01732,0.22018,0.13962,0.1116,-0.02661,0.02123
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2011-02-28,0.40354,0.0636,0.04378,-0.01854,0.22783,0.17377,0.15959,-0.02905,0.02644
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2011-03-31,0.37116,0.06577,0.05658,-0.01664,0.19422,0.15498,0.14352,-0.0153,0.03369
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2011-04-29,0.39074,0.06953,0.08416,-0.01306,0.20704,0.17945,0.1661,-0.01267,0.04138
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2011-05-31,0.41913,0.08254,0.07421,-0.01045,0.22149,0.20071,0.16388,-0.01524,0.04011
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2011-06-30,0.39172,0.07768,0.0904,-0.01485,0.20969,0.19216,0.17639,-0.01544,0.038
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2011-07-29,0.42918,0.06601,0.06684,-0.04223,0.20965,0.18349,0.16189,-0.0533,0.0329
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2011-08-31,0.40563,0.07463,0.03901,-0.02418,0.22038,0.17278,0.17142,-0.08808,0.0344
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2011-09-30,0.41384,0.07578,0.02607,-0.04255,0.2174,0.15114,0.16061,-0.05616,0.03082
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2011-10-31,0.36596,0.06944,0.03209,-0.05399,0.21449,0.14805,0.16287,-0.0448,0.02974
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2011-11-30,0.37278,0.07865,-0.03304,-0.0911,0.23307,0.14655,0.15661,-0.09343,0.02925
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2011-12-30,0.37326,0.06774,-0.02124,-0.04744,0.22587,0.10484,0.16878,-0.0492,0.02896
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2012-01-31,0.32247,0.06679,-0.00669,-0.03004,0.19137,0.11516,0.13956,-0.0348,0.02282
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2012-02-29,0.35355,0.07104,-0.013,-0.02396,0.21251,0.13324,0.12204,-0.03331,0.02129
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2012-03-30,0.3387,0.05902,-0.01566,-0.02856,0.204,0.11547,0.1223,-0.0343,0.0194
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2012-04-30,0.35247,0.06577,-0.01083,-0.0278,0.22515,0.12265,0.12783,-0.03636,0.02156
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2012-05-31,0.28604,0.06949,-0.01201,-0.03022,0.19983,0.11789,0.12068,-0.05559,0.01559
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2012-06-29,0.29541,0.06766,-0.02531,-0.04436,0.2055,0.11097,0.11482,-0.07398,0.00701
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2012-07-31,0.30415,0.06882,-0.03653,-0.03251,0.21702,0.12112,0.13351,-0.07487,0.00191
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2012-08-31,0.27741,0.06179,-0.03094,-0.02272,0.1981,0.11112,0.1212,-0.042,0.01133
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2012-09-28,0.29126,0.06502,-0.02895,-0.02544,0.20124,0.11348,0.09055,-0.05322,0.00929
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||||
2012-10-31,0.23803,0.06201,-0.0265,-0.02439,0.19969,0.11098,0.09068,-0.05049,0.00993
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||||
2012-11-30,0.24051,0.0624,-0.03459,-0.0388,0.20248,0.11241,0.08962,-0.04643,0.00312
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||||
2012-12-31,0.2376,0.06526,-0.02764,-0.02533,0.20141,0.11547,0.07453,-0.06338,0.00861
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||||
2013-01-31,0.21395,0.06005,-0.01805,-0.01818,0.18462,0.11209,0.06017,-0.02526,0.01577
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||||
2013-02-28,0.23903,0.06807,-0.0234,-0.0195,0.20525,0.11493,0.06871,-0.03108,0.01779
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||||
2013-03-29,0.22216,0.06396,-0.02232,-0.01956,0.20068,0.11806,0.06657,-0.03908,0.01647
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||||
2013-04-30,0.24111,0.07553,-0.02022,-0.01498,0.2229,0.11857,0.0681,-0.02692,0.02121
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||||
2013-05-31,0.22218,0.07061,-0.01723,-0.01218,0.20839,0.11327,0.07279,-0.0344,0.02111
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2013-06-28,0.22821,0.07296,-0.01196,-0.01157,0.22036,0.10672,0.07154,-0.02325,0.0211
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2013-07-31,0.21967,0.07876,-0.01154,-0.01627,0.22011,0.11829,0.07173,-0.0226,0.02243
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||||
2013-08-30,0.19791,0.07297,-0.01214,-0.01344,0.20317,0.11106,0.06792,-0.0236,0.02263
|
||||
2013-09-30,0.21546,0.07585,-0.00692,-0.01906,0.22236,0.12197,0.07672,-0.02323,0.02532
|
||||
2013-10-31,0.19584,0.07764,-0.00348,-0.01467,0.20317,0.10906,0.0726,-0.02761,0.02179
|
||||
2013-11-29,0.19945,0.07742,0.00348,-0.03,0.21459,0.11537,0.06714,-0.03099,0.02198
|
||||
2013-12-31,0.2027,0.07621,0.00352,-0.01541,0.22381,0.11663,0.05308,-0.02362,0.01932
|
||||
2014-01-31,0.18754,0.06545,-0.00276,-0.01373,0.19308,0.10265,0.04597,-0.02319,0.02069
|
||||
2014-02-28,0.20658,0.07315,0.00424,-0.01578,0.22519,0.11544,0.05182,-0.02044,0.02268
|
||||
2014-03-31,0.20392,0.06974,0.00775,-0.01661,0.22959,0.11568,0.04703,-0.02491,0.0222
|
||||
2014-04-30,0.21207,0.07469,0.00922,-0.0188,0.26341,0.12366,0.0563,-0.02272,0.02369
|
||||
2014-05-30,0.20734,0.07273,0.00488,-0.01818,0.28423,0.11829,0.05642,-0.02797,0.02206
|
||||
2014-06-30,0.244,0.08258,-0.0119,-0.02498,0.2974,0.12117,0.03963,-0.0282,0.02515
|
||||
2014-07-31,0.21111,0.07529,-0.00889,-0.0178,0.30089,0.10855,0.01347,-0.0198,0.02488
|
||||
2014-08-29,0.20671,0.06912,-0.01751,-0.02311,0.28831,0.10436,0.00861,-0.02621,0.02288
|
||||
2014-09-30,0.22853,0.07871,-0.02002,-0.02215,0.31739,0.11079,0.01332,-0.02407,0.02714
|
||||
2014-10-31,0.20615,0.07359,-0.01922,-0.0223,0.28966,0.10319,-0.00649,-0.02182,0.02438
|
||||
2014-11-28,0.21617,0.07364,-0.01785,-0.06279,0.33176,0.10913,-0.00712,-0.04464,0.0166
|
||||
2014-12-31,0.22186,0.06646,-0.03094,-0.02611,0.33449,0.08706,-0.01048,-0.05134,0.02373
|
||||
2015-01-30,0.18012,0.04179,-0.02366,-0.02793,0.27594,0.08228,-0.02357,-0.14684,0.01798
|
||||
2015-02-27,0.19804,0.04644,-0.03843,-0.0456,0.33621,0.09209,-0.03322,-0.13722,0.0233
|
||||
2015-03-31,0.18548,0.03631,-0.04009,-0.04779,0.30985,0.09153,-0.04558,-0.12981,0.02088
|
||||
2015-04-30,0.17061,0.0421,-0.03954,-0.02816,0.30123,0.08914,-0.05942,-0.10679,0.02148
|
||||
2015-05-29,0.15867,0.04886,-0.03869,-0.04264,0.27865,0.08384,-0.0569,-0.10606,0.02097
|
||||
2015-06-30,0.17781,0.04324,-0.03989,-0.03719,0.27985,0.07369,-0.06305,-0.11777,0.02099
|
||||
2015-07-31,0.18441,0.02075,-0.04012,-0.02898,0.25624,0.06837,-0.05226,-0.09681,0.02179
|
||||
2015-08-31,0.15412,0.00827,-0.04355,-0.052,0.22607,0.05997,-0.06767,-0.09518,0.01626
|
||||
2015-09-30,0.16796,0.01492,-0.04681,-0.03633,0.22693,0.04958,-0.06739,-0.09932,0.01452
|
||||
2015-10-30,0.15396,0.01911,-0.03785,-0.02636,0.22342,0.0508,-0.06515,-0.09134,0.01748
|
||||
2015-11-30,0.16993,0.00375,-0.1113,-0.12922,0.23246,0.0433,-0.13574,-0.26886,-0.01727
|
||||
2015-12-31,0.15191,-0.0072,-0.07557,-0.06744,0.21056,0.03197,-0.0909,-0.13296,-0.00882
|
||||
2016-01-29,0.13725,0.00071,-0.06918,-0.05114,0.1748,0.03162,-0.08622,-0.11327,-0.00282
|
||||
2016-02-29,0.15044,-0.0,-0.09671,-0.11213,0.19584,0.02214,-0.12571,-0.16278,-0.0122
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||||
2016-03-31,0.13623,-0.00387,-0.08685,-0.09498,0.16,0.0133,-0.10552,-0.13375,-0.00904
|
||||
2016-04-29,0.12687,-0.0,-0.09022,-0.07012,0.16603,0.01453,-0.10788,-0.1305,-0.00819
|
||||
2016-05-31,0.1193,0.00229,-0.1139,-0.11801,0.17012,0.00789,-0.13585,-0.15502,-0.02336
|
||||
2016-06-30,0.11156,-0.01078,-0.11139,-0.09606,0.15879,0.00335,-0.13417,-0.20036,-0.02244
|
||||
2016-07-29,0.10427,-0.02071,-0.11728,-0.10358,0.14431,-0.00831,-0.14542,-0.17606,-0.04744
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||||
2016-08-31,0.07787,-0.01601,-0.13334,-0.14232,0.13379,-0.00683,-0.15357,-0.18744,-0.07785
|
||||
2016-09-30,0.06968,-0.02511,-0.14663,-0.12796,0.12659,-0.01026,-0.15606,-0.18379,-0.06618
|
||||
2016-10-31,0.07705,-0.01865,-0.12001,-0.09778,0.11469,-0.00376,-0.13333,-0.14977,-0.05732
|
||||
2016-11-30,0.08026,-0.0357,-0.18349,-0.20557,0.11293,-0.01833,-0.2172,-0.25065,-0.10879
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||||
2016-12-30,0.08229,-0.03804,-0.16462,-0.17961,0.10905,-0.02928,-0.20495,-0.2305,-0.08737
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||||
2017-01-31,0.0671,-0.02685,-0.10006,-0.07544,0.08733,-0.02115,-0.11927,-0.13896,-0.04927
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2017-02-28,0.07417,-0.02265,-0.14898,-0.13917,0.0996,-0.02537,-0.16891,-0.19091,-0.08354
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2017-03-31,0.0544,-0.04275,-0.13407,-0.12212,0.07585,-0.03144,-0.14078,-0.17299,-0.07115
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2017-04-28,0.05537,-0.04243,-0.15546,-0.11364,0.07869,-0.03946,-0.16457,-0.20313,-0.08885
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||||
2017-05-31,0.04831,-0.05925,-0.16457,-0.14081,0.06483,-0.04976,-0.18161,-0.20899,-0.09988
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||||
2017-06-30,0.03959,-0.06162,-0.16751,-0.13742,0.05738,-0.06699,-0.18322,-0.20592,-0.10388
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||||
2017-07-31,0.04094,-0.04799,-0.17316,-0.14364,0.06004,-0.07508,-0.18833,-0.20231,-0.11144
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||||
2017-08-31,0.03267,-0.03271,-0.16,-0.1423,0.05726,-0.06763,-0.17018,-0.19791,-0.10549
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||||
2017-09-29,0.03817,-0.02159,-0.16455,-0.15212,0.06227,-0.06861,-0.17093,-0.20484,-0.10132
|
||||
2017-10-31,0.0309,-0.02483,-0.16572,-0.13095,0.06279,-0.07311,-0.16976,-0.20386,-0.08807
|
||||
2017-11-30,0.01652,-0.0559,-0.2246,-0.1916,0.04373,-0.11913,-0.28129,-0.28964,-0.1351
|
||||
2017-12-29,-0.00385,-0.0471,-0.18867,-0.15102,0.04078,-0.09394,-0.19573,-0.22704,-0.10639
|
||||
2018-01-31,0.01165,-0.03261,-0.17531,-0.14852,0.03514,-0.08341,-0.18338,-0.20891,-0.10262
|
||||
2018-02-28,-0.00118,-0.06167,-0.24975,-0.22846,0.03047,-0.11049,-0.25329,-0.29141,-0.15447
|
||||
2018-03-30,5.0e-5,-0.05586,-0.21339,-0.18776,0.00832,-0.09099,-0.21109,-0.24361,-0.12752
|
||||
2018-04-30,-0.0071,-0.0632,-0.22821,-0.20684,0.01277,-0.10466,-0.23291,-0.25895,-0.1451
|
||||
2018-05-31,-0.0181,-0.09023,-0.245,-0.21773,-0.0,-0.12437,-0.24862,-0.28114,-0.16144
|
||||
2018-06-29,-0.01091,-0.05171,-0.22351,-0.2056,-0.00148,-0.12301,-0.2283,-0.25512,-0.14003
|
||||
2018-07-31,-0.01456,-0.05762,-0.23898,-0.21266,0.00441,-0.13289,-0.24499,-0.26398,-0.13408
|
||||
2018-08-31,0.00113,-0.0583,-0.21976,-0.21008,0.00301,-0.11965,-0.23275,-0.25262,-0.12149
|
||||
2018-09-28,-0.02243,-0.06733,-0.23902,-0.22361,-0.01961,-0.12497,-0.25152,-0.27474,-0.1364
|
||||
2018-10-31,-0.03542,-0.05332,-0.23781,-0.21839,-0.03215,-0.12489,-0.24692,-0.26977,-0.13218
|
||||
2018-11-30,-0.05283,-0.09409,-0.31658,-0.3315,-0.04949,-0.15844,-0.33855,-0.36691,-0.19731
|
||||
2018-12-31,-0.06724,-0.08204,-0.26512,-0.24521,-0.05814,-0.14585,-0.25772,-0.29359,-0.1577
|
||||
2019-01-31,-0.04871,-0.06474,-0.23554,-0.2169,-0.06486,-0.13234,-0.22053,-0.26342,-0.14281
|
||||
2019-02-28,-0.05275,-0.07596,-0.25709,-0.24788,-0.06454,-0.13969,-0.24524,-0.29556,-0.16001
|
||||
2019-03-29,-0.05761,-0.07563,-0.25292,-0.27159,-0.05717,-0.1177,-0.22429,-0.28356,-0.15107
|
||||
2019-04-30,-0.07844,-0.08106,-0.26566,-0.26135,-0.05996,-0.12671,-0.2533,-0.30075,-0.16938
|
||||
2019-05-31,-0.0965,-0.07918,-0.26471,-0.25222,-0.06901,-0.11876,-0.23827,-0.30169,-0.16172
|
||||
2019-06-28,-0.10918,-0.07273,-0.25536,-0.23985,-0.07144,-0.10491,-0.23599,-0.29068,-0.15545
|
||||
2019-07-31,-0.1105,-0.06246,-0.2525,-0.22877,-0.06816,-0.09364,-0.23712,-0.28323,-0.15261
|
||||
2019-08-30,-0.09238,-0.04893,-0.23902,-0.22296,-0.08717,-0.07701,-0.20323,-0.27731,-0.13375
|
||||
2019-09-30,-0.11606,-0.04835,-0.24556,-0.22092,-0.07493,-0.05791,-0.21534,-0.27114,-0.133
|
||||
2019-10-31,-0.08161,-0.00609,-0.19128,-0.17128,-0.05456,-0.01318,-0.16101,-0.22016,-0.09269
|
||||
2019-11-29,-0.09119,-0.03614,-0.25118,-0.28421,-0.04984,-0.04453,-0.22235,-0.29161,-0.14446
|
||||
2019-12-31,-0.07637,-0.0162,-0.1913,-0.17194,-0.04446,-0.014,-0.15127,-0.21606,-0.08979
|
||||
|
301
Exam1/Data/Data_Returns.csv
Normal file
301
Exam1/Data/Data_Returns.csv
Normal file
@@ -0,0 +1,301 @@
|
||||
,AUD,CAD,EUR,JPY,NZD,NOK,SEK,CHF,GBP
|
||||
1995-01-31,-2.23468,-0.45413,1.35587,-0.50166,0.0064,0.85443,-0.45672,1.49242,0.81721
|
||||
1995-02-28,-2.50018,1.33534,4.73052,2.8885,-0.74121,3.58752,2.48313,4.07651,0.3357
|
||||
1995-03-31,-0.53472,-0.36431,6.05685,11.12778,3.44512,5.046,-0.37411,9.20703,2.57641
|
||||
1995-04-28,-0.56744,3.12569,-1.16841,2.67762,3.03784,-1.61174,1.674,-1.80707,-0.96053
|
||||
1995-05-31,-1.17039,-0.56955,-2.03071,-1.06974,-0.93005,-0.79586,-0.77358,-2.04029,-1.31865
|
||||
1995-06-30,-0.99404,-0.16017,2.05336,-0.62511,0.92977,1.93428,1.15052,1.06817,0.24587
|
||||
1995-07-31,4.28899,0.3797,-0.26717,-4.33994,0.98389,0.36177,3.23001,-0.19122,0.54112
|
||||
1995-08-31,1.8499,2.04006,-5.70591,-10.1616,-3.18844,-4.36579,-2.94247,-4.79708,-2.78717
|
||||
1995-09-29,0.59686,-0.00744,2.58385,-1.71126,1.52164,2.10627,5.49438,4.20459,1.96647
|
||||
1995-10-31,0.93664,0.39585,1.19952,-3.62347,0.48188,0.74187,4.71846,1.25891,0.0696
|
||||
1995-11-30,-2.21561,-1.35503,-2.74456,-0.00491,-0.88808,-2.29688,1.55864,-3.65926,-3.15743
|
||||
1995-12-29,0.19344,-0.41804,0.78861,-1.90315,0.26794,0.67515,-0.94485,1.70154,1.5625
|
||||
1996-01-31,0.15624,-0.84358,-3.819,-3.89434,3.10505,-2.9442,-4.07007,-5.21753,-2.54445
|
||||
1996-02-29,2.83444,0.16755,1.02048,1.26937,0.36337,1.82358,2.99067,0.80975,1.33624
|
||||
1996-03-29,2.51799,0.70428,-0.59608,-2.05236,1.52568,-0.24636,1.33613,0.4036,-0.29396
|
||||
1996-04-30,0.6838,0.0955,-3.74241,1.69467,1.11248,-2.49182,-1.47384,-4.49456,-1.40928
|
||||
1996-05-31,1.78072,-0.72966,0.24267,-3.34137,-0.71996,0.60801,0.91963,-1.05524,3.21958
|
||||
1996-06-28,-1.26712,0.32227,0.1184,-1.81411,1.26096,0.52376,1.71222,-0.11204,0.15475
|
||||
1996-07-31,-1.54703,-0.71309,3.10462,1.93911,0.9929,1.90371,0.25117,4.07516,0.19963
|
||||
1996-08-30,2.34727,0.4609,-0.676,-2.12952,0.63602,-0.71624,-0.17369,-0.45004,0.4243
|
||||
1996-09-30,0.21357,0.24227,-3.30081,-3.33632,1.48909,-1.5128,-0.13124,-4.66098,0.17929
|
||||
1996-10-31,0.37272,1.45425,0.69385,-2.26453,1.54151,1.91268,0.86923,-0.88769,4.07954
|
||||
1996-11-29,2.7676,-0.67522,-1.78165,-0.57502,0.99665,-0.69943,-2.2118,-3.46865,3.36878
|
||||
1996-12-31,-2.07089,-1.86118,-1.03797,-2.23758,-0.30432,-0.08103,-2.39814,-3.76268,1.92777
|
||||
1997-01-31,-4.26465,1.42423,-5.47719,-5.07002,-2.52867,-1.20422,-5.09438,-5.43845,-6.4015
|
||||
1997-02-28,1.84346,-1.55461,-3.16076,0.19886,0.6035,-3.91179,-3.64026,-3.79322,1.86688
|
||||
1997-03-31,1.03057,-1.25661,1.00216,-2.93797,0.61545,1.95365,-0.57541,2.06719,0.69789
|
||||
1997-04-30,-0.24671,-1.36295,-3.85459,-2.85911,-0.04036,-7.53988,-4.10108,-2.53699,-1.14837
|
||||
1997-05-30,-2.58757,1.1041,1.31449,8.43131,-0.31319,-0.10262,1.39942,3.79586,0.87992
|
||||
1997-06-30,-1.61344,-0.2247,-2.32985,1.41134,-1.75103,-3.01401,-0.1636,-3.34316,1.79329
|
||||
1997-07-31,-0.5787,-0.39719,-5.35061,-3.80912,-4.20709,-4.13397,-3.01586,-3.95675,-1.52153
|
||||
1997-08-29,-1.48034,-0.6417,1.85257,-1.99626,-1.21759,2.0842,1.32149,1.53224,-0.84979
|
||||
1997-09-30,-1.47423,0.23141,1.71781,-0.78398,0.32444,4.93865,3.42829,1.81781,-0.27102
|
||||
1997-10-31,-2.73746,-2.04755,2.39789,-0.08564,-2.37261,1.10348,1.19251,3.61429,3.94094
|
||||
1997-11-28,-2.98639,-1.16614,-2.59709,-6.1669,-0.94431,-2.82474,-3.16734,-2.37427,0.60129
|
||||
1997-12-31,-4.87402,-0.71414,-2.08832,-2.39031,-5.76265,-2.65382,-2.81741,-2.63746,-2.21093
|
||||
1998-01-30,5.10884,-2.20618,-1.8151,2.07413,1.01359,-2.89518,-2.22435,-1.5248,-0.48086
|
||||
1998-02-27,-0.65266,2.66301,0.5648,-0.02177,0.57082,-0.03501,1.19717,0.19624,0.84708
|
||||
1998-03-31,-2.72325,-0.00281,-2.05202,-5.67995,-5.51464,-0.8827,0.05379,-4.12594,1.86137
|
||||
1998-04-30,-1.74677,-0.64667,2.87044,0.45902,0.86032,2.06822,3.20011,1.26208,0.00718
|
||||
1998-05-29,-3.98278,-1.75533,0.4807,-5.08606,-3.39402,-1.13179,-1.26741,1.08008,-2.32346
|
||||
1998-06-30,-1.19392,-1.12335,-1.40388,-0.584,-2.83575,-1.93328,-1.89658,-2.83492,2.46632
|
||||
1998-07-31,-1.99053,-2.50381,1.29147,-4.31812,-1.10802,1.55157,0.40401,1.44784,-1.78604
|
||||
1998-08-31,-5.82208,-3.69134,0.66742,1.80926,-3.12683,-3.95646,-2.03566,2.7235,2.52564
|
||||
1998-09-30,3.44423,2.51278,5.31949,3.27689,1.00297,6.40241,3.13166,4.12483,1.65152
|
||||
1998-10-30,5.01506,-1.33484,0.75353,16.30267,5.73409,0.62668,0.12447,1.86752,-1.29027
|
||||
1998-11-30,1.00394,1.14613,-2.18772,-5.60161,-0.40014,-1.00944,-3.73744,-3.01401,-1.27577
|
||||
1998-12-31,-2.51578,-0.47461,1.33886,8.42199,-0.06999,-1.77517,-0.1135,0.95377,0.91468
|
||||
1999-01-29,2.38687,1.6681,-3.43456,-3.39267,1.85973,1.43432,3.71296,-3.54752,-1.16118
|
||||
1999-02-26,-1.18555,0.08811,-3.47309,-2.33881,-2.75716,-4.62704,-5.07124,-2.34076,-2.4105
|
||||
1999-03-31,1.67259,-0.20756,-1.80117,-0.21912,1.71657,2.69447,-0.28943,-2.44038,0.82506
|
||||
1999-04-30,4.93297,3.87077,-2.17288,-1.22314,4.89222,-0.56765,-2.39151,-3.08637,-0.23237
|
||||
1999-05-31,-2.12901,-1.39026,-1.62517,-2.39706,-4.55008,-1.28773,-2.48897,-0.5427,-0.39079
|
||||
1999-06-30,2.01134,-0.24863,-1.30549,0.21852,-0.85505,0.52271,1.13856,-2.17998,-1.65648
|
||||
1999-07-30,-1.37666,-1.41467,3.54802,5.00327,0.01697,1.19486,3.49146,3.76289,2.74959
|
||||
1999-08-31,-2.47062,0.52942,-1.52346,4.20767,-2.5613,-0.66199,-0.89297,-1.81308,-0.7475
|
||||
1999-09-30,2.36467,1.49166,0.57606,2.49977,-0.1817,1.29571,0.52879,0.56844,2.38103
|
||||
1999-10-29,-2.4026,-0.15841,-1.54441,1.55471,-2.03592,-1.14856,-0.68158,-1.86979,-0.36856
|
||||
1999-11-30,-0.29151,-0.20908,-4.3992,1.67735,0.62185,-2.66204,-3.27138,-4.55717,-2.94096
|
||||
1999-12-31,2.81221,1.35396,-0.71593,-0.71369,2.18878,0.25755,-0.72925,-1.00269,1.13579
|
||||
2000-01-31,-2.59293,0.09663,-2.61468,-4.87459,-5.09774,-2.82061,-3.04998,-3.00037,0.55213
|
||||
2000-02-29,-3.75923,-0.21158,-1.80113,-3.00988,-1.98018,-1.43589,0.12262,-1.77715,-2.60237
|
||||
2000-03-31,-1.2055,-0.13018,-0.8273,6.56413,2.25635,-0.61558,1.29456,0.01504,1.06366
|
||||
2000-04-28,-3.90609,-2.08747,-4.96599,-5.63544,-2.13169,-5.70191,-3.67642,-3.64138,-1.93098
|
||||
2000-05-31,-2.25037,-1.14175,1.55002,-0.16299,-6.0636,-0.16738,-0.87374,1.20118,-4.49812
|
||||
2000-06-30,5.18765,1.00358,3.1484,1.19229,3.07608,4.80597,2.52024,3.90197,1.22769
|
||||
2000-07-31,-3.61723,-0.35604,-3.53278,-4.01487,-3.51492,-3.50946,-4.60087,-2.8788,-1.13412
|
||||
2000-08-31,-0.25605,0.68082,-4.2461,2.12866,-5.74925,-2.38859,-3.04986,-4.51968,-2.91013
|
||||
2000-09-29,-6.29559,-2.05769,-0.90101,-1.82029,-5.07659,-0.01818,-2.25838,0.54096,1.56416
|
||||
2000-10-31,-4.34479,-1.55438,-4.09621,-1.61324,-2.37363,-2.33858,-4.08433,-4.15216,-1.83877
|
||||
2000-11-30,1.42548,-0.69035,2.55252,-1.97454,3.34056,0.36507,-0.34051,3.27745,-2.43374
|
||||
2000-12-29,5.62416,2.23835,7.6878,-3.49869,7.85317,5.1993,6.03837,6.80963,5.29581
|
||||
2001-01-31,-1.21228,-0.0353,-1.09833,-2.30124,0.0452,-0.14312,-1.2218,-1.71046,-2.25056
|
||||
2001-02-28,-4.5404,-1.91795,-1.17119,-1.25095,-3.11497,-1.06037,-3.221,-2.00191,-1.26985
|
||||
2001-03-30,-6.83415,-2.78991,-3.9096,-6.79724,-5.52818,-1.64231,-4.78172,-3.11182,-1.40166
|
||||
2001-04-30,4.59648,2.46599,0.26245,0.97478,2.03173,0.13496,0.38312,-0.65537,0.67974
|
||||
2001-05-31,-0.72729,-0.58991,-4.3558,3.5558,-0.73833,-2.42727,-4.63298,-3.40635,-0.62955
|
||||
2001-06-29,0.31249,1.91816,-0.08094,-5.05693,-1.512,0.58163,-1.09229,-0.25758,-0.91103
|
||||
2001-07-31,-0.07623,-0.65232,3.41371,-0.45706,2.47209,2.46326,2.46779,4.00544,1.44211
|
||||
2001-08-31,3.79736,-1.35604,3.89049,4.58821,6.46592,3.38175,1.75369,3.44797,1.90181
|
||||
2001-09-28,-6.08359,-1.83832,0.32129,-0.39998,-6.74217,0.25255,-1.98868,3.23167,1.42507
|
||||
2001-10-31,2.41057,-0.36745,-1.00714,-2.89408,1.72456,0.24996,0.41327,-1.03558,-0.88193
|
||||
2001-11-30,3.25092,0.99128,-0.47381,-0.7716,0.97111,-0.16904,-0.33086,-0.85621,-1.78381
|
||||
2001-12-31,-1.39692,-1.51976,-0.44068,-6.22349,0.3567,0.01394,2.01102,-0.8107,2.22157
|
||||
2002-01-31,-0.80919,0.40624,-3.19424,-2.18202,0.15891,-1.07042,-1.23496,-3.02354,-2.71362
|
||||
2002-02-28,2.05391,-0.87317,0.59617,-0.17784,1.26735,2.54077,1.84205,0.4195,0.24025
|
||||
2002-03-29,3.59956,0.58919,0.98488,0.81412,5.00203,1.301,1.19664,1.3325,0.85914
|
||||
2002-04-30,0.81615,1.66274,3.41857,3.06519,1.92925,5.48008,0.99657,3.77693,2.52063
|
||||
2002-05-31,5.64735,2.77356,3.8118,3.29439,7.39429,5.34428,5.73268,3.37248,0.59401
|
||||
2002-06-28,-0.58865,0.53126,5.85134,3.37894,1.71089,7.2072,6.19607,5.21602,4.36923
|
||||
2002-07-31,-2.7906,-3.93297,-0.59351,-0.07331,-3.12984,-1.06844,-3.13397,0.37519,2.66833
|
||||
2002-08-30,1.47764,1.64487,0.16898,0.84595,0.07705,1.61701,1.51693,-1.34137,-0.80477
|
||||
2002-09-30,-1.12392,-1.55844,0.89637,-2.75505,0.63082,2.08142,1.44783,1.77233,1.84046
|
||||
2002-10-31,2.41658,1.40913,0.34481,-0.79667,4.04451,0.13716,1.4363,-0.30551,-0.33001
|
||||
2002-11-29,1.41051,0.02426,0.58082,-0.14325,2.96364,1.99904,1.29228,-0.56964,-0.35924
|
||||
2002-12-31,0.58932,-0.71781,5.65028,3.09008,5.24516,6.23214,4.28139,7.21704,3.68791
|
||||
2003-01-31,4.40792,3.27239,2.4303,-1.17225,4.46816,0.15401,1.38747,1.03612,2.32578
|
||||
2003-02-28,3.79984,2.92321,0.5202,1.34489,2.62178,-2.68314,1.41674,0.79794,-3.97839
|
||||
2003-03-31,-0.13662,1.42153,1.36246,-0.41238,-0.06132,-0.90399,0.56434,0.27452,0.55409
|
||||
2003-04-30,3.81201,2.68995,2.38459,-0.67583,1.31317,4.07414,3.85907,-0.44238,1.30702
|
||||
2003-05-30,4.47991,4.65157,5.50604,-0.40258,3.60514,4.90392,5.50453,4.04161,2.70241
|
||||
2003-06-30,3.20966,1.2379,-2.27637,-0.50468,1.7696,-7.00155,-2.80077,-3.93193,0.91303
|
||||
2003-07-31,-3.03711,-3.32114,-1.89106,-0.50711,-0.60866,-0.08352,-2.35856,-1.42098,-2.36517
|
||||
2003-08-29,0.18112,1.69917,-2.37054,3.21135,-0.10905,-3.15695,-1.62895,-2.0392,-1.40621
|
||||
2003-09-30,4.89108,2.94342,6.16333,4.34382,3.25435,6.40811,8.25103,5.97531,5.24982
|
||||
2003-10-31,5.18244,2.53329,-0.0844,1.51499,3.81854,-0.08201,-0.68582,-1.18396,2.36527
|
||||
2003-11-28,2.3015,1.54089,3.19983,0.2878,4.34357,3.78697,3.38865,3.21717,1.57034
|
||||
2003-12-31,4.49289,0.74134,5.31923,2.07549,3.1468,2.71089,5.16657,4.44067,4.3217
|
||||
2004-01-30,1.3819,-2.73151,-1.42535,1.14974,2.4906,-5.02267,-2.76267,-1.95017,1.91998
|
||||
2004-02-27,1.74146,-0.72592,0.09592,-3.20685,2.61054,-0.30329,-0.31635,-0.8291,2.18825
|
||||
2004-03-31,-0.6785,2.20126,-1.01096,4.92305,-2.51849,2.59691,-1.15961,0.17997,-0.71096
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||||
2004-04-30,-5.05304,-4.34176,-2.37198,-5.82411,-5.70304,0.15452,-1.18726,-2.36927,-3.25001
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||||
2004-05-31,-0.81877,0.86765,1.95361,-0.24863,0.84256,2.28808,2.56222,3.28364,3.68961
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||||
2004-06-30,-2.03048,1.86314,-0.28615,1.19663,1.45703,-3.11044,-0.94691,0.08464,-0.81546
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||||
2004-07-30,0.89268,0.94582,-0.98122,-2.21946,0.18021,-0.95579,-1.77185,-2.18705,0.54462
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||||
2004-08-31,1.20228,0.91378,0.99295,1.42667,3.94785,1.38878,2.19572,0.79571,-0.79849
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||||
2004-09-30,2.91866,4.15472,2.23655,-0.57279,3.42163,2.64532,3.23549,1.4383,0.86734
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||||
2004-10-29,3.42957,3.8016,2.4422,3.62934,1.62366,5.31974,2.36871,3.82038,1.50853
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||||
2004-11-30,4.16124,2.63404,4.49035,3.13167,5.12994,4.41939,5.7097,5.46972,4.55983
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||||
2004-12-31,1.31239,-0.72612,2.26214,0.10559,1.21633,1.02499,1.24281,-0.07563,0.66431
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||||
2005-01-31,-0.87935,-3.41406,-4.1189,-1.16746,-1.17564,-4.7094,-4.90951,-4.46277,-1.54667
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||||
2005-02-28,2.65763,0.93964,1.78894,-0.99295,2.85924,2.53989,2.34272,2.48359,2.27146
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||||
2005-03-31,-2.30555,1.59359,-2.13968,-2.7399,-1.87321,-2.01698,-3.17753,-3.01703,-1.68984
|
||||
2005-04-29,1.17843,-3.61449,-0.73265,1.69223,3.02851,0.25407,-1.2114,-0.05124,1.23503
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||||
2005-05-31,-2.73268,0.01914,-4.43245,-2.91023,-3.2121,-1.90556,-3.86533,-4.57108,-4.42541
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||||
2005-06-30,0.80779,2.34242,-2.04085,-3.01597,-1.14792,-2.07272,-5.27292,-3.02709,-1.50399
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||||
2005-07-29,-0.09959,-0.16069,0.22668,-1.42522,-1.49637,0.81211,0.50012,-0.53846,-1.66169
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||||
2005-08-31,-0.98488,3.09991,1.1306,0.56103,1.63222,1.27177,1.99238,1.85387,2.24553
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||||
2005-09-30,1.82894,2.28072,-2.09777,-2.25384,0.41999,-2.21158,-1.93375,-2.63487,-1.57066
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||||
2005-10-31,-2.01238,-1.68963,-0.80042,-2.95305,1.20313,0.22045,-3.12834,-0.41205,0.1216
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||||
2005-11-30,-0.81989,0.85491,-1.7282,-3.045,0.7034,-3.59441,-1.62858,-2.06291,-2.2174
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||||
2005-12-30,-0.78527,-0.05992,-0.1158,0.97856,-2.83207,-0.73413,1.2697,-0.54706,-0.76819
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||||
2006-01-31,3.22988,2.07994,2.77217,0.43608,0.87467,1.5363,4.26967,2.55249,3.5438
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||||
2006-02-28,-1.72409,0.39105,-1.98116,0.71599,-3.13707,-1.5256,-4.03006,-2.60512,-1.47347
|
||||
2006-03-31,-3.93872,-2.527,1.31729,-2.23256,-7.45564,2.62599,1.36482,0.04515,-0.96718
|
||||
2006-04-28,6.46963,4.02124,3.90159,2.85578,4.26163,6.0497,5.28189,4.75176,4.76067
|
||||
2006-05-31,-0.62176,1.69672,1.74755,1.42886,0.17335,1.52043,2.07712,2.00329,2.90689
|
||||
2006-06-30,-1.3654,-1.08084,-0.64854,-2.34895,-3.82706,-2.61498,-0.07871,-1.13959,-1.2077
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||||
2006-07-31,3.18862,-1.70051,-0.41759,-0.57098,1.23143,0.66366,-0.50608,-0.8714,0.87691
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||||
2006-08-31,-0.28922,1.74904,0.08246,-2.89227,6.36344,-2.41023,-0.46868,-0.49475,1.80636
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||||
2006-09-29,-2.2203,-0.61758,-1.2228,-1.07094,-0.07805,-3.46483,-1.52991,-1.98174,-1.83925
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||||
2006-10-31,3.76907,-0.51586,0.58342,0.30746,2.74214,-0.52286,1.24671,0.50408,2.06239
|
||||
2006-11-30,2.09388,-1.97198,3.67469,0.85288,2.44651,6.0184,5.31946,3.49067,3.10729
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||||
2006-12-29,-0.07936,-1.95755,-0.66882,-3.34724,3.17983,-1.23556,-0.23075,-2.14631,-0.52099
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||||
2007-01-31,-1.64131,-1.50457,-1.60587,-1.90129,-2.33887,-0.73493,-1.99094,-2.45552,-0.00817
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||||
2007-02-28,1.79839,0.58846,1.51893,1.70038,2.07814,1.84238,-0.86424,1.92352,0.1221
|
||||
2007-03-30,2.60818,1.54293,0.63978,-0.05014,2.27582,0.52948,-0.16405,-0.24001,0.08369
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||||
2007-04-30,3.12232,4.29715,2.40109,-1.62981,4.11878,2.54685,4.41256,0.90909,1.96917
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||||
2007-05-31,-0.48342,3.27659,-1.52671,-2.31458,-0.5154,-1.56872,-3.118,-1.80097,-1.07324
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||||
2007-06-29,2.58824,0.40705,0.25412,-1.75659,5.00455,2.11958,0.63597,-0.26518,1.45019
|
||||
2007-07-31,1.07092,-0.44767,1.24576,3.30383,-0.23096,1.37894,1.61801,1.60545,1.32032
|
||||
2007-08-31,-4.95475,0.85645,-0.51859,2.27762,-8.4868,-0.04878,-2.33338,-0.6505,-0.69468
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||||
2007-09-28,8.86461,6.38925,4.18179,0.35648,7.95211,7.27908,6.2966,3.15357,1.06204
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||||
2007-10-31,4.86174,4.59044,1.65255,-0.60502,2.08104,0.59633,1.59501,0.54873,2.02944
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||||
2007-11-30,-4.4074,-4.989,1.40718,3.56151,-0.00783,-2.71998,-0.47758,2.43479,-0.92562
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||||
2007-12-31,-0.59915,1.2412,-0.46496,-1.09099,0.679,2.14297,-1.2223,-0.51318,-3.09751
|
||||
2008-01-31,1.80941,-2.1464,1.21276,4.70915,2.17284,-0.12626,0.96636,4.18257,-0.04173
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||||
2008-02-29,5.14144,3.02226,2.61109,1.92114,2.79847,4.50918,3.81141,3.83886,0.23431
|
||||
2008-03-31,-2.04644,-4.49491,4.47298,4.3852,-1.48981,2.87342,4.17676,5.49012,0.11687
|
||||
2008-04-30,3.62053,1.9442,-1.64617,-4.94402,-0.08565,-0.29726,-0.91811,-5.05977,-0.13413
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||||
2008-05-30,1.58053,1.37667,-0.06039,-1.19642,0.70865,0.44607,-0.03447,-0.35128,-0.01214
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||||
2008-06-30,1.04698,-2.00976,1.52495,-0.57875,-2.27524,0.46,-0.01081,2.54467,0.93318
|
||||
2008-07-31,-1.55291,-1.02969,-0.81289,-2.09807,-3.27119,-0.44262,-0.42666,-2.84447,-0.22113
|
||||
2008-08-29,-8.05653,-3.19479,-5.48609,-0.58005,-3.43857,-4.81789,-5.60247,-4.61146,-7.71165
|
||||
2008-09-30,-8.06855,-0.27182,-4.43926,2.05623,-4.61705,-8.25026,-7.71718,-2.07447,-2.06157
|
||||
2008-10-31,-16.28485,-12.70469,-10.02658,7.3875,-12.65536,-12.01064,-10.62897,-4.30632,-9.59322
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||||
2008-11-28,-0.99916,-2.00371,0.20177,3.14631,-5.35033,-3.68829,-3.67115,-3.87354,-4.84798
|
||||
2008-12-31,7.21747,0.5484,9.58104,4.8951,7.00945,0.2832,2.44298,13.88359,-6.31414
|
||||
2009-01-30,-8.47542,-0.37988,-7.67986,0.87173,-12.81169,1.55382,-4.61004,-8.32859,0.36199
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||||
2009-02-27,0.68415,-2.2477,-0.84808,-8.25274,-0.94927,-1.82108,-7.7323,-0.40086,-1.09429
|
||||
2009-03-31,9.00114,0.85363,4.56113,-0.98916,14.20482,4.56273,8.83263,2.40271,0.57326
|
||||
2009-04-30,5.98097,5.88839,-0.19106,0.34834,-0.13521,2.81869,2.66621,-0.23355,3.37226
|
||||
2009-05-29,9.18129,8.40847,6.83264,3.02185,12.83474,4.67099,6.25696,6.75231,8.82813
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||||
2009-06-30,1.22054,-5.66324,-0.87855,-1.10275,1.32799,-2.1771,-2.15311,-1.97232,2.1372
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||||
2009-07-31,3.08074,7.40357,1.07281,1.31615,1.81247,4.64644,6.35979,1.01185,0.67039
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||||
2009-08-31,1.65901,-1.5725,1.21506,2.59128,4.36483,2.61501,2.58612,1.80253,-1.68483
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||||
2009-09-30,4.9301,2.32181,1.85344,3.58587,5.68298,3.5629,1.52985,1.82721,-1.86231
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||||
2009-10-30,2.63535,-0.36669,0.94527,-1.10781,0.1413,1.92527,-0.87382,1.2868,3.07728
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||||
2009-11-30,1.58286,2.17595,1.76403,5.06368,-0.85251,0.44851,0.89867,1.97062,-0.42171
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||||
2009-12-31,-1.43601,0.56374,-4.42504,-7.48052,1.97318,-1.56955,-2.12518,-2.87594,-1.58035
|
||||
2010-01-29,-0.85394,-1.61239,-3.12049,2.67509,-2.88587,-1.84846,-2.75806,-1.95238,-0.75376
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||||
2010-02-26,1.0411,0.81366,-1.8093,2.00496,-0.7575,-0.15803,3.21984,-1.75895,-4.97235
|
||||
2010-03-31,2.86903,4.18412,-0.84541,-4.90988,1.85026,-0.264,-1.18438,1.90205,-0.33705
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||||
2010-04-30,1.74826,0.16883,-1.73629,-0.6228,3.16609,0.65554,-0.71835,-2.38312,0.92375
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||||
2010-05-31,-9.57952,-3.48692,-7.72257,3.23942,-7.61086,-8.81289,-7.42373,-6.73302,-5.06263
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||||
2010-06-30,1.0477,-1.24406,-0.20792,2.83513,2.28777,-0.14101,0.5717,7.05151,2.96486
|
||||
2010-07-30,7.56929,3.19433,6.34405,2.06209,5.56114,7.24861,7.6412,3.02318,4.68093
|
||||
2010-08-31,-1.28832,-3.37882,-2.4446,3.17781,-3.05416,-3.34258,-1.8907,3.14596,-1.85009
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||||
2010-09-30,9.21206,3.99669,7.42287,0.4817,5.25751,7.65155,9.55747,3.7658,2.55309
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||||
2010-10-29,1.61382,0.87952,1.82987,3.68418,4.23169,-0.39582,0.46773,-0.69446,1.48212
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||||
2010-11-30,-1.80832,-0.85873,-6.30703,-3.86593,-2.49033,-5.02246,-4.57711,-1.34544,-2.57124
|
||||
2010-12-31,7.31632,3.43179,3.0688,3.23531,5.29011,6.99888,4.70991,6.87373,0.55362
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||||
2011-01-31,-2.337,-0.59685,2.19753,-1.04088,-0.80338,0.78515,4.65658,-0.84074,2.33059
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||||
2011-02-28,2.49017,2.6956,0.7846,-0.01732,-2.57374,3.28146,1.70037,1.07053,1.56674
|
||||
2011-03-31,1.97019,0.24878,2.78769,-1.16456,1.74205,1.41438,0.49949,1.56638,-1.42183
|
||||
2011-04-29,6.21332,2.58629,4.6029,2.12743,6.06618,5.75066,4.81236,5.32673,4.09009
|
||||
2011-05-31,-2.2506,-1.99618,-3.02021,-0.13613,2.08742,-2.72343,-2.34662,1.81029,-1.27814
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||||
2011-06-30,0.89488,0.47145,0.93109,0.58384,0.6238,0.76023,-1.86068,1.2791,-2.42146
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||||
2011-07-29,3.00395,1.22622,-0.79938,4.60942,6.02182,-0.37398,0.21466,6.80919,2.28434
|
||||
2011-08-31,-2.08413,-2.35926,0.26207,0.89893,-2.06085,1.063,-0.09772,-2.31508,-0.77455
|
||||
2011-09-30,-8.87926,-6.09088,-6.77574,-0.81537,-10.29432,-8.73361,-7.76477,-11.29142,-4.29382
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||||
2011-10-31,9.61747,4.9927,3.98517,-1.18986,6.47141,6.62677,6.38932,4.24782,3.64601
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||||
2011-11-30,-2.81789,-2.24342,-3.4586,0.3902,-4.05499,-4.26412,-3.96299,-4.36631,-2.52972
|
||||
2011-12-30,0.16801,-0.06875,-3.59938,0.80493,0.56853,-3.19859,-1.47083,-2.75906,-1.16005
|
||||
2012-01-31,4.04859,1.60443,0.81855,0.85705,6.17468,1.98204,0.84413,1.63549,1.5705
|
||||
2012-02-29,1.99594,1.88537,2.18179,-5.8227,2.22836,5.52562,3.69862,2.04585,1.25246
|
||||
2012-03-30,-3.77909,-1.38076,-0.46231,-1.67009,-2.6099,-2.43494,-0.77795,-0.3651,0.04007
|
||||
2012-04-30,0.83423,1.22375,-0.62462,3.03903,0.04524,-0.30916,-1.1881,-0.45282,1.65327
|
||||
2012-05-31,-6.50275,-4.55686,-6.59123,1.79533,-7.95164,-6.16274,-7.41115,-6.63031,-5.19557
|
||||
2012-06-29,5.98589,1.67443,2.62198,-1.75296,7.18096,2.94073,5.46448,2.61067,1.91954
|
||||
2012-07-31,2.96621,1.77991,-2.97777,2.11858,1.21556,-1.06482,1.78491,-3.03962,-0.09819
|
||||
2012-08-31,-1.49807,1.63551,2.31173,-0.28785,-0.82583,3.96875,2.66656,2.32207,1.37736
|
||||
2012-09-28,0.9038,0.35673,2.03388,0.61981,3.6031,1.29507,1.1146,1.31943,1.67677
|
||||
2012-10-31,0.00726,-1.49175,0.69301,-2.68959,-0.83592,0.38446,-1.09805,0.86985,-0.22296
|
||||
2012-11-30,0.84836,0.68153,0.34247,-3.10354,0.02316,0.92241,-0.25951,0.4674,-0.51152
|
||||
2012-12-31,-0.24561,-0.17375,1.33333,-4.65738,0.73383,1.87898,2.44749,1.16021,1.42893
|
||||
2013-01-31,0.70764,-0.25029,2.92803,-5.27821,2.06598,1.77607,2.31334,0.46897,-2.45546
|
||||
2013-02-28,-1.63867,-2.78197,-3.70375,-1.10188,-1.15641,-4.21396,-1.21899,-2.45714,-4.24237
|
||||
2013-03-29,2.07606,1.2599,-1.80219,-1.89108,1.28112,-1.78688,-0.80083,-1.48265,0.05074
|
||||
2013-04-30,-0.20863,1.06875,2.64981,-3.49901,2.57437,1.43025,0.51258,1.89784,2.51614
|
||||
2013-05-31,-7.41753,-2.60655,-1.71951,-3.54504,-6.83926,-2.0656,-2.54912,-3.22009,-2.56865
|
||||
2013-06-28,-4.31247,-1.95933,0.28179,1.63861,-2.94569,-3.50357,-1.44619,1.38667,0.06069
|
||||
2013-07-31,-1.73012,2.6915,2.13992,0.9847,3.28964,3.35675,3.34124,1.80595,-0.02176
|
||||
2013-08-30,-0.54037,-2.46848,-0.70923,0.22831,-2.6001,-3.385,-1.46969,-0.37109,2.05778
|
||||
2013-09-30,5.19096,2.70162,2.64872,-0.02364,7.8914,2.01289,3.41829,3.08875,4.71048
|
||||
2013-10-31,1.49221,-1.35878,0.4275,-0.00376,-0.39709,1.24148,-0.66481,-0.16675,-0.76529
|
||||
2013-11-29,-3.30537,-1.42061,0.14619,-4.17076,-1.1706,-2.64407,-0.92106,0.18259,1.97977
|
||||
2013-12-31,-1.90764,-0.28047,1.2083,-2.63613,1.03112,0.92569,1.83321,1.57643,1.1333
|
||||
2014-01-31,-2.27649,-4.6316,-2.13397,3.04339,-1.51727,-3.4313,-1.83603,-1.823,-0.75366
|
||||
2014-02-28,2.75203,0.78865,2.41941,-0.0921,4.09569,5.09448,2.24115,2.79746,1.99256
|
||||
2014-03-31,3.79042,0.36331,-0.20718,-0.90897,3.50565,0.18156,-1.1503,-0.30905,-0.49658
|
||||
2014-04-30,0.1733,0.64422,0.6104,0.80069,-0.76927,0.63599,-0.46494,0.30439,1.30611
|
||||
2014-05-30,0.66059,1.1438,-1.58161,0.37918,-0.90332,-0.16791,-2.38229,-1.53252,-0.63975
|
||||
2014-06-30,1.62475,2.01756,0.34442,0.41607,3.40857,-2.53785,-0.02812,0.77808,1.96007
|
||||
2014-07-31,-1.26167,-2.0778,-2.2863,-1.51242,-2.77221,-2.45012,-3.15597,-2.50192,-1.23551
|
||||
2014-08-29,0.81612,0.43512,-1.56447,-1.02835,-1.0754,2.06712,-0.92336,-0.73484,-1.60734
|
||||
2014-09-30,-6.24545,-2.86788,-4.11174,-5.31838,-6.61803,-3.7227,-3.28159,-4.17478,-2.36212
|
||||
2014-10-31,0.67809,-0.80004,-0.83982,-2.17145,0.11841,-4.75678,-2.57951,-0.74601,-1.28709
|
||||
2014-11-28,-2.69922,-1.04977,-0.51947,-5.56515,1.20544,-3.53819,-0.56612,-0.13077,-2.08883
|
||||
2014-12-31,-3.91076,-1.48155,-2.94995,-1.07135,-0.10225,-6.45611,-4.9421,-3.07754,-0.41768
|
||||
2015-01-30,-4.62789,-8.59103,-6.7736,2.04206,-6.82807,-3.17941,-5.37954,7.94413,-3.65519
|
||||
2015-02-27,0.6932,1.58812,-0.62568,-1.76737,4.55236,1.65958,-0.84225,-3.09072,2.91483
|
||||
2015-03-31,-2.20488,-1.3636,-4.28434,-0.36231,-0.57146,-5.23408,-3.31712,-2.53269,-3.91835
|
||||
2015-04-30,3.43775,4.59938,4.28944,0.1652,1.84194,7.04638,3.23064,3.5372,3.54133
|
||||
2015-05-29,-2.79094,-2.92329,-2.19681,-3.59297,-6.25906,-3.27635,-2.32398,-0.78974,-0.68145
|
||||
2015-06-30,0.57122,0.03284,1.59,1.37057,-4.68876,-0.80407,2.9116,0.83463,3.08528
|
||||
2015-07-31,-4.28516,-3.994,-0.88123,-1.27164,-1.49909,-3.14374,-3.30165,-2.87691,-0.75491
|
||||
2015-08-31,-3.28079,-2.20068,1.37726,2.20663,-4.42952,-2.99376,1.00963,-0.71144,-1.42037
|
||||
2015-09-30,-0.79274,-0.75259,-0.42291,1.13305,1.24719,-1.63564,1.10241,-1.12271,-1.49569
|
||||
2015-10-30,1.76553,2.48787,-1.08554,-0.79014,6.00862,0.85596,-1.2902,-0.97591,1.97223
|
||||
2015-11-30,1.71829,-1.73094,-4.42638,-2.13887,-2.39079,-2.48675,-2.70241,-4.19281,-2.51468
|
||||
2015-12-31,0.58123,-4.13217,2.74043,2.34906,4.13434,-1.87079,3.30546,2.41658,-2.10287
|
||||
2016-01-29,-2.63192,-1.29686,-0.46804,-0.70301,-5.29305,1.44976,-1.77272,-2.43791,-3.76722
|
||||
2016-02-29,1.11751,3.88749,0.34721,7.20097,2.08711,0.1458,-0.24846,2.76004,-1.75815
|
||||
2016-03-31,7.86007,4.72767,4.7783,0.31452,5.5071,5.42095,5.81507,3.83543,3.12318
|
||||
2016-04-29,-0.65769,3.25722,0.41929,4.94724,0.87422,2.73212,0.9436,-0.22222,1.91105
|
||||
2016-05-31,-4.94978,-4.24279,-2.88812,-3.59317,-3.08556,-3.70231,-4.06369,-3.71656,-0.64982
|
||||
2016-06-30,2.90222,0.72611,-0.32093,7.97758,5.44862,-0.04947,-1.54366,1.89489,-8.17672
|
||||
2016-07-29,2.18781,-0.421,0.54545,0.00634,1.42461,-0.64906,-0.84445,0.60013,-0.70301
|
||||
2016-08-31,-1.01483,-0.63031,-0.51821,-1.02103,0.7415,0.97229,-0.64017,-1.81161,-1.40251
|
||||
2016-09-30,1.90332,-0.18337,0.76766,1.99763,0.36851,4.35707,-0.05439,1.1667,-0.89417
|
||||
2016-10-31,-0.4922,-1.96456,-2.60061,-3.75839,-1.49804,-3.1506,-5.18162,-2.15189,-6.0745
|
||||
2016-11-30,-2.82856,-0.34211,-3.3459,-7.86581,-0.80887,-3.07771,-2.41031,-3.06582,2.2757
|
||||
2016-12-30,-1.91727,0.22893,-0.75123,-2.50697,-1.5113,-1.11656,1.40204,-0.0246,-1.20807
|
||||
2017-01-31,4.92587,2.82186,2.29313,3.42056,5.26316,4.58728,3.71099,2.77823,1.72794
|
||||
2017-02-28,1.34715,-1.58934,-1.77442,0.54082,-1.27089,-1.57155,-3.05421,-1.61965,-1.13766
|
||||
2017-03-31,-0.70613,-0.71233,0.50365,0.26869,-3.24969,-2.7206,0.70282,-0.14087,0.40227
|
||||
2017-04-28,-1.91436,-2.50274,1.67868,-0.15789,-1.71362,0.22997,0.68821,0.37872,3.38917
|
||||
2017-05-31,-0.40009,1.18605,3.10536,0.68581,3.46059,1.67078,1.90478,2.6748,-0.30504
|
||||
2017-06-30,3.08479,3.9424,1.25904,-1.71823,3.22999,0.49614,2.66416,0.82285,0.51925
|
||||
2017-07-31,4.12223,3.78633,3.19981,1.54821,2.45566,5.94376,4.08033,-0.95041,1.38814
|
||||
2017-08-31,-0.61038,-0.30309,0.66442,0.25114,-4.41746,1.48615,1.4638,0.19771,-2.36926
|
||||
2017-09-29,-1.03804,0.21509,-0.72413,-2.36441,0.99331,-2.33295,-2.67729,-0.87846,4.01113
|
||||
2017-10-31,-2.24681,-3.00365,-1.6213,-1.08783,-5.17683,-2.77515,-2.66836,-3.12801,-1.12136
|
||||
2017-11-30,-0.9582,0.03726,2.18375,1.40861,0.23809,-1.37314,0.28378,1.30557,1.84558
|
||||
2017-12-29,3.04466,2.76388,0.48319,-0.85149,3.68103,1.22907,1.50278,0.47306,-0.2014
|
||||
2018-01-31,3.52664,2.07931,3.5465,3.04613,4.106,6.45324,4.03578,4.5923,5.01111
|
||||
2018-02-28,-3.75456,-4.28454,-2.26677,2.14423,-2.37754,-2.75386,-5.37554,-1.84011,-3.20756
|
||||
2018-03-30,-1.5668,-0.67404,0.5848,0.10484,-0.08725,0.34951,-1.31657,-1.59774,1.65365
|
||||
2018-04-30,-1.59356,0.51328,-1.96998,-2.99246,-2.32068,-2.08823,-4.41336,-3.49833,-1.93936
|
||||
2018-05-31,0.23355,-1.23805,-3.60717,0.50983,-0.40596,-2.19773,-1.23464,0.43129,-3.53065
|
||||
2018-06-29,-2.37062,-1.4763,-0.22088,-2.1273,-3.50602,0.26968,-1.5228,-1.26995,-0.94163
|
||||
2018-07-31,0.60652,0.9808,-0.01137,-1.2529,0.55239,-0.08494,1.58253,0.04242,-0.78285
|
||||
2018-08-31,-2.73453,-0.20706,-0.7936,0.73698,-2.53683,-2.70511,-4.06504,2.09803,-1.04757
|
||||
2018-09-28,0.05084,0.81928,-0.39137,-2.58194,-0.07988,2.57144,2.4964,-1.24283,0.20902
|
||||
2018-10-31,-2.06865,-1.63868,-2.68343,0.42205,-1.52018,-3.23405,-2.94145,-3.15936,-2.15036
|
||||
2018-11-30,2.99921,-1.2452,-0.30971,-0.82889,5.15761,-2.42687,0.17646,0.38425,-0.27668
|
||||
2018-12-31,-3.6466,-2.77859,0.64527,3.1529,-2.42855,-0.80285,2.30649,1.00325,-0.37703
|
||||
2019-01-31,3.50259,3.91228,0.10971,0.5663,3.37735,2.64771,-2.25726,-0.92632,3.12321
|
||||
2019-02-28,-2.47366,-0.34548,-0.99328,-2.44862,-1.80823,-1.56838,-2.2033,-0.67356,0.96939
|
||||
2019-03-29,-0.20642,-1.49332,-1.64825,0.32471,0.0088,-0.89565,-0.72461,-0.26509,-2.19031
|
||||
2019-04-30,-0.97251,-0.76271,-0.44122,-0.88907,-2.26996,-0.53229,-2.65368,-2.54367,-0.10498
|
||||
2019-05-31,-1.64094,-0.57623,-0.83355,2.31112,-2.3153,-1.33885,-0.36198,1.00313,-3.48123
|
||||
2019-06-28,1.18719,3.37325,1.92495,0.52116,2.96643,2.54878,2.33181,2.85333,0.81271
|
||||
2019-07-31,-1.88636,-0.55972,-2.48086,-1.00677,-1.80471,-3.02015,-3.51105,-1.80101,-3.9406
|
||||
2019-08-30,-2.35826,-1.23946,-1.34174,2.05558,-4.5045,-3.64717,-2.41027,-0.2274,-0.69068
|
||||
2019-09-30,0.01139,0.31344,-1.2369,-2.00453,-0.66535,0.14627,-0.46033,-1.04698,1.05127
|
||||
2019-10-31,2.0315,0.68551,2.08494,-0.24837,2.19595,-1.09474,1.83407,0.78034,4.86734
|
||||
2019-11-29,-1.9038,-1.05251,-1.36145,-1.45192,0.03896,-0.32151,0.48735,-1.47796,-0.13125
|
||||
2019-12-31,3.83199,2.39213,1.5525,0.48236,5.04967,4.75914,2.02798,2.90081,2.26808
|
||||
|
316
Exam1/Exam1.ipynb
Normal file
316
Exam1/Exam1.ipynb
Normal file
File diff suppressed because one or more lines are too long
BIN
Exam1/Plot1_3_structure.pdf
Normal file
BIN
Exam1/Plot1_3_structure.pdf
Normal file
Binary file not shown.
59
Exam1/jlFiles/printTeXTable.jl
Normal file
59
Exam1/jlFiles/printTeXTable.jl
Normal file
@@ -0,0 +1,59 @@
|
||||
#------------------------------------------------------------------------------
|
||||
"""
|
||||
printTeXTable(fh::IO,x;colNames=[],rowNames=[],width=12,prec=2) or
|
||||
printTeXTable(x;colNames=[],rowNames=[],width=12,prec=2) or
|
||||
|
||||
Create LaTeX table from numeric matrix x. Print to file or screen and returns a string
|
||||
with the table contents.
|
||||
|
||||
# Input
|
||||
-`fh::IOStream`:
|
||||
-`x::`:
|
||||
-`colNames::`:
|
||||
-`rowNames::`:
|
||||
-`width::`:
|
||||
-`prec::`:
|
||||
|
||||
|
||||
"""
|
||||
function printTeXTable(fh::IO,x;colNames=[],rowNames=[],width=12,prec=2)
|
||||
|
||||
(m,n) = (size(x,1),size(x,2))
|
||||
|
||||
isempty(rowNames) && (rowNames = [string("r",i) for i = 1:m]) #create row names "r1"
|
||||
isempty(colNames) && (colNames = [string("c",i) for i = 1:n]) #create column names "c1"
|
||||
|
||||
str = """
|
||||
\\begin{table}
|
||||
\\begin{tabular}{l"""
|
||||
str = string(str,"r"^n,"}\n"," ")
|
||||
|
||||
str = string(str," & ") #empty cell above rowNames[1]
|
||||
for i = 1:n-1 #column names
|
||||
str = string(str,colNames[i]," & ")
|
||||
end
|
||||
str = string(str,colNames[n]," \\\\ \\hline \n")
|
||||
|
||||
for i = 1:m #loop over rows
|
||||
str = string(str," ",rowNames[i]," & ") #row name
|
||||
for j = 1:n-1
|
||||
str = string(str,fmtNumPs(x[i,j],width,prec,"right"), " & ") #x[i,1:end-1]
|
||||
end
|
||||
str = string(str,fmtNumPs(x[i,n],width,prec,"right")," \\\\ \n") #x[i,end]
|
||||
end
|
||||
|
||||
endstr = """
|
||||
\\hline
|
||||
\\end{tabular}
|
||||
\\end{table}"""
|
||||
str = string(str,endstr,"\n")
|
||||
|
||||
print(fh,str) #print
|
||||
|
||||
return str
|
||||
|
||||
end
|
||||
#when fh is not supplied: printing to screen
|
||||
printTeXTable(x;colNames=[],rowNames=[],width=12,prec=2) =
|
||||
printTeXTable(stdout::IO,x;colNames,rowNames,width,prec)
|
||||
#------------------------------------------------------------------------------
|
||||
246
Exam1/jlFiles/printmat.jl
Normal file
246
Exam1/jlFiles/printmat.jl
Normal file
@@ -0,0 +1,246 @@
|
||||
#------------------------------------------------------------------------------
|
||||
"""
|
||||
printmat([fh::IO],x...;colNames=[],rowNames=[],
|
||||
width=10,prec=3,NoPrinting=false,StringFmt="",cell00="")
|
||||
|
||||
Print all elements of a matrix (or several) with predefined formatting. It can also handle
|
||||
OffsetArrays. StringFmt = "csv" prints using a csv format.
|
||||
|
||||
# Input
|
||||
- `fh::IO`: (optional) file handle. If not supplied, prints to screen
|
||||
- `x::Array(s)`: (of numbers, dates, strings, ...) to print
|
||||
- `colNames::Array`: of strings with column headers
|
||||
- `rowNames::Array`: of strings with row labels
|
||||
- `width::Int`: (keyword) scalar, minimum width of printed cells
|
||||
- `prec::Int`: (keyword) scalar, precision of printed cells
|
||||
- `NoPrinting::Bool`: (keyword) bool, true: no printing, just return formatted string [false]
|
||||
- `StringFmt::String`: (keyword) string, "", "csv"
|
||||
- `cell00::String`: (keyword) string, for row 0, column 0
|
||||
|
||||
# Output
|
||||
- str (if NoPrinting) string, (otherwise nothing)
|
||||
|
||||
# Examples
|
||||
```
|
||||
x = [11 12;21 22]
|
||||
printmat(x)
|
||||
```
|
||||
```
|
||||
x = [1 "ab"; Date(2018,10,7) 3.14]
|
||||
printmat(x,width=20,colNames=["col 1","col 2"])
|
||||
```
|
||||
```
|
||||
printmat([11,12],[21,22])
|
||||
```
|
||||
Can also call as
|
||||
```
|
||||
opt = Dict(:rowNames=>["1";"4"],:width=>10,:prec=>3,:NoPrinting=>false,:StringFmt=>"")
|
||||
printmat(x;colNames=["a","b"],opt...) #notice ; and ...
|
||||
```
|
||||
(not all keywords are needed)
|
||||
|
||||
# Requires
|
||||
- fmtNumPs
|
||||
|
||||
# Notice
|
||||
- The prefixN and suffixN could potentially be made function inputs. This would allow
|
||||
a fairly flexible way to format tables.
|
||||
|
||||
|
||||
Paul.Soderlind@unisg.ch
|
||||
|
||||
"""
|
||||
function printmat(fh::IO,x...;colNames=[],rowNames=[],
|
||||
width=10,prec=3,NoPrinting=false,StringFmt="",cell00="")
|
||||
|
||||
isempty(x) && return nothing #do nothing is isempty(x)
|
||||
|
||||
typeTestQ = any(!=(eltype(x[1])),[eltype(z) for z in x]) #test if eltype(x[i]) differs
|
||||
if typeTestQ #create matrix from tuple created by x...
|
||||
x = hcat(Matrix{Any}(hcat(x[1])),x[2:end]...) #preserving types of x[i]
|
||||
else
|
||||
x = hcat(x...)
|
||||
end
|
||||
|
||||
(m,n) = (size(x,1),size(x,2))
|
||||
|
||||
(length(rowNames) == 1 < m) && (rowNames = [string(rowNames[1],i) for i = 1:m]) #"ri"
|
||||
(length(colNames) == 1 < n) && (colNames = [string(colNames[1],i) for i = 1:n]) #"ci"
|
||||
|
||||
if StringFmt == "csv"
|
||||
(prefixN,suffixN) = (fill("",n),vcat(fill(",",n-1),"")) #prefix and suffix for column 1:n
|
||||
(prefixC0,suffixC0) = ("",",") #prefix and suffix for column 0
|
||||
else
|
||||
(prefixN,suffixN) = (fill("",n),fill("",n))
|
||||
(prefixC0,suffixC0) = ("","")
|
||||
end
|
||||
|
||||
if length(rowNames) == 0 #width of column 0 (cell00 and rowNames)
|
||||
col0Width = 0
|
||||
else
|
||||
col0Width = maximum(length,vcat(cell00,rowNames)) + length(prefixC0) + length(suffixC0)
|
||||
end
|
||||
|
||||
colWidth = [width + length(prefixN[j]) + length(suffixN[j]) for j=1:n] #widths of column 1:n
|
||||
|
||||
iob = IOBuffer()
|
||||
|
||||
if !isempty(colNames) #print (cell00,colNames), if any
|
||||
!isempty(cell00) ? txt0 = string(prefixC0,cell00,suffixC0) : txt0 = ""
|
||||
print(iob,rpad(txt0,col0Width))
|
||||
for j = 1:n #loop over columns
|
||||
print(iob,lpad(string(prefixN[j],colNames[j],suffixN[j]),colWidth[j]))
|
||||
end
|
||||
print(iob,"\n")
|
||||
end
|
||||
#print rowNames and x
|
||||
(i0,j0) = (1 - first(axes(x,1)),1 - first(axes(x,2))) #i+i0,j+j0 give traditional indices
|
||||
for i in axes(x,1) #loop over rows
|
||||
!isempty(rowNames) && print(iob,rpad(string(prefixC0,rowNames[i+i0],suffixC0),col0Width))
|
||||
for j in axes(x,2) #loop over columns
|
||||
print(iob,fmtNumPs(x[i,j],width,prec,"right",prefix=prefixN[j+j0],suffix=suffixN[j+j0]))
|
||||
end
|
||||
print(iob,"\n")
|
||||
end
|
||||
str = String(take!(iob))
|
||||
|
||||
if NoPrinting #no printing, just return str
|
||||
return str
|
||||
else #print, return nothing
|
||||
print(fh,str,"\n")
|
||||
return nothing
|
||||
end
|
||||
|
||||
end
|
||||
#when fh is not supplied: printing to screen
|
||||
printmat(x...;colNames=[],rowNames=[],width=10,prec=3,NoPrinting=false,StringFmt="",cell00="") =
|
||||
printmat(stdout::IO,x...;colNames,rowNames,width,prec,NoPrinting,StringFmt,cell00)
|
||||
#------------------------------------------------------------------------------
|
||||
|
||||
|
||||
#------------------------------------------------------------------------------
|
||||
"""
|
||||
printlnPs([fh::IO],z...;width=10,prec=3)
|
||||
|
||||
Subsitute for println, with predefined formatting.
|
||||
|
||||
|
||||
# Input
|
||||
- `fh::IO`: (optional) file handle. If not supplied, prints to screen
|
||||
- `z::String`: string, numbers and arrays to print
|
||||
|
||||
Paul.Soderlind@unisg.ch
|
||||
|
||||
"""
|
||||
function printlnPs(fh::IO,z...;width=10,prec=3)
|
||||
|
||||
for x in z #loop over inputs in z...
|
||||
if isa(x,AbstractArray)
|
||||
iob = IOBuffer()
|
||||
for i = 1:length(x)
|
||||
print(iob,fmtNumPs(x[i],width,prec,"right"))
|
||||
end
|
||||
print(fh,String(take!(iob)))
|
||||
else
|
||||
print(fh,fmtNumPs(x,width,prec,"right"))
|
||||
end
|
||||
end
|
||||
|
||||
print(fh,"\n")
|
||||
|
||||
end
|
||||
#when fh is not supplied: printing to screen
|
||||
printlnPs(z...;width=10,prec=3) = printlnPs(stdout::IO,z...;width,prec)
|
||||
#------------------------------------------------------------------------------
|
||||
|
||||
|
||||
#------------------------------------------------------------------------------
|
||||
"""
|
||||
fmtNumPs(z,width=10,prec=2,justify="right";prefix="",suffix="")
|
||||
|
||||
Create a formatted string of a float (eg, "%10.4f"), nothing (""),
|
||||
while other values are passed through. Strings are right (or left) justified
|
||||
and can optionally be given prefix and suffix (eg, ",")
|
||||
|
||||
# Notice
|
||||
- With prec > 0 and isa(z,Integer), then the string is padded with 1+prec spaces
|
||||
to align with the printing of floats with the same prec.
|
||||
|
||||
# Requires
|
||||
- Printf (for 1.6-), fmtNumPsC (for < 1.6)
|
||||
|
||||
"""
|
||||
function fmtNumPs(z,width=10,prec=2,justify="right";prefix="",suffix="")
|
||||
|
||||
isa(z,Bool) && (z = convert(Int,z)) #Bool -> Int
|
||||
|
||||
if isa(z,AbstractFloat) #example: 101.0234, prec=3
|
||||
if VERSION < v"1.6-"
|
||||
fmt = "%$(width).$(prec)f"
|
||||
zRound = round(z,digits=prec)
|
||||
strLR = fmtNumPsC(fmt,zRound) #C fallback solution
|
||||
else
|
||||
fmt = Printf.Format("%$(width).$(prec)f")
|
||||
strLR = Printf.format(fmt,z)
|
||||
end
|
||||
elseif isa(z,Nothing)
|
||||
strLR = ""
|
||||
elseif isa(z,Integer) && prec > 0 #integer followed by (1+prec spaces)
|
||||
strLR = string(z," "^(1+prec))
|
||||
else #Int, String, Date, Missing, etc
|
||||
strLR = string(z)
|
||||
end
|
||||
|
||||
strLR = string(prefix,strLR,suffix)
|
||||
|
||||
if justify == "left" #justification
|
||||
strLR = rpad(strLR,width+length(prefix)+length(suffix))
|
||||
else
|
||||
strLR = lpad(strLR,width+length(prefix)+length(suffix))
|
||||
end
|
||||
|
||||
return strLR
|
||||
|
||||
end
|
||||
#------------------------------------------------------------------------------
|
||||
|
||||
|
||||
#------------------------------------------------------------------------------
|
||||
"""
|
||||
fmtNumPsC(fmt,z)
|
||||
|
||||
c fallback solution for formatting of floating point number. Used if VERSION < v"1.6-"
|
||||
"""
|
||||
function fmtNumPsC(fmt,z) #c fallback solution
|
||||
if ismissing(z) || isnan(z) || isinf(z) #asprintf does not work for these cases
|
||||
str = string(z)
|
||||
else
|
||||
strp = Ref{Ptr{Cchar}}(0)
|
||||
len = ccall(:asprintf,Cint,(Ptr{Ptr{Cchar}},Cstring,Cdouble...),strp,fmt,z)
|
||||
str = unsafe_string(strp[],len)
|
||||
Libc.free(strp[])
|
||||
end
|
||||
return str
|
||||
end
|
||||
#------------------------------------------------------------------------------
|
||||
|
||||
|
||||
#------------------------------------------------------------------------------
|
||||
function printblue(x...)
|
||||
foreach(z->printstyled(z,color=:blue,bold=true),x)
|
||||
print("\n")
|
||||
end
|
||||
function printred(x...)
|
||||
foreach(z->printstyled(z,color=:red,bold=true),x)
|
||||
print("\n")
|
||||
end
|
||||
function printmagenta(x...)
|
||||
foreach(z->printstyled(z,color=:magenta,bold=true),x)
|
||||
print("\n")
|
||||
end
|
||||
function printyellow(x...)
|
||||
foreach(z->printstyled(z,color=:yellow,bold=true),x)
|
||||
print("\n")
|
||||
end
|
||||
#------------------------------------------------------------------------------
|
||||
|
||||
Reference in New Issue
Block a user