observasi,AR1,ARI 12,IMA 21 ,ARIMA 121
25442,25483.45091,24516.01373,24516.01373,24511.34031
24977,25483.45091,24516.01373,24516.01373,24511.34031
25093,25019.67787,24516.01373,24516.01373,24511.34031
25535,25135.37179,25008.80811,25008.80811,25047.22796
25581,25576.20552,25867.05711,25867.05711,25740.06969
25698,25622.08415,25772.58564,25772.58564,25580.72665
25721,25738.77543,25795.30611,25795.30611,25746.77096
26070,25761.71474,25782.70252,25782.70252,25724.09323
26256,26109.79387,26309.05711,26309.05711,26258.30875
26000,26295.30309,26505.12283,26505.12283,26371.00233
25767,26039.97857,25905.86585,25905.86585,25882.52335
24767,25807.59337,25531.29415,25531.29415,25649.46345
24279,24810.23197,24043.88908,24043.88908,24237.00092
23884,24323.51961,23615.22843,23615.22843,23980.08291
23791,23929.56186,23461.51992,23461.51992,23619.61769
23651,23836.80725,23596.55113,23596.55113,23671.93358
23186,23697.17666,23533.06839,23533.06839,23509.34434
22930,23233.40361,22841.45749,22841.45749,22880.65046
22452,22978.0791,22605.46547,22605.46547,22720.15612
23186,22501.34035,22058.00397,22058.00397,22129.08961
24302,23233.40361,23496.48609,23496.48609,23454.62311
25163,24346.45893,25288.23772,25288.23772,24779.8867
25651,25205.18708,26119.68325,26119.68325,25543.74976
25628,25691.89944,26276.44554,26276.44554,25869.56811
25326,25668.96013,25791.28617,25791.28617,25608.45973
25047,25367.75699,25128.17728,25128.17728,25170.61095
25674,25089.49316,24765.29415,24765.29415,24896.85155
26023,25714.83876,25985.78488,25985.78488,25955.77044
26372,26062.91788,26475.82336,26475.82336,26182.76641
27442,26410.99701,26726.43426,26726.43426,26537.8039
28140,27478.1737,28262.25965,28262.25965,27958.61539
30349,28174.33195,28975.09162,28975.09162,28496.08243
32674,30377.50327,32028.66472,32028.66472,31435.59949
38767,32696.3685,34963.37981,34963.37981,33848.90859
40140,38773.29147,43531.87262,43531.87262,41764.60397
39581,40142.66866,43188.92548,43188.92548,40986.29255
38884,39585.14364,39711.20312,39711.20312,39526.7255
37837,38889.98275,38241.27489,38241.27489,38750.66773
39349,37845.74537,36919.30543,36919.30543,37523.45531
38930,39353.7558,39960.75904,39960.75904,40222.69235
34976,38935.86138,39199.84921,39199.84921,38910.12212
33476,34992.29443,32278.53309,32278.53309,33284.18167
30381,33496.25234,31112.92039,31112.92039,32882.8603
28833,30409.41883,27855.93288,27855.93288,29018.48974
29372,28865.5034,26742.92368,26742.92368,28155.93552
29605,29403.08119,29177.80816,29177.80816,29652.19081
29814,29635.46639,29951.73305,29951.73305,29747.327
29326,29843.91492,30036.92828,30036.92828,29946.66455
29163,29357.20256,29090.11485,29090.11485,29134.59078
29372,29194.63265,28890.41103,28890.41103,29116.75644
29884,29403.08119,29454.7769,29454.7769,29496.381
32465,29913.73022,30294.19722,30294.19722,30150.7133
33326,32487.91997,34319.17868,34319.17868,33698.41473
33419,33346.64813,34801.17259,34801.17259,33784.91001
33512,33439.40274,33789.243,33789.243,33528.25924
33233,33532.15735,33610.43426,33610.43426,33620.5994
33023,33253.89352,33091.09162,33091.09162,33168.42034
32907,33044.44763,32794.01394,32794.01394,32986.28722
32791,32928.75371,32763.166,32763.166,32910.48421
33302,32813.05979,32680.43426,32680.43426,32792.09851
33326,33322.71146,33596.5279,33596.5279,33590.86682
33558,33346.64813,33527.79215,33527.79215,33392.95602
33488,33578.03597,33721.81939,33721.81939,33720.02101
33256,33508.22068,33530.31738,33530.31738,33511.27822
33116,33276.83283,33086.76891,33086.76891,33202.67036
32977,33137.20224,32948.87384,32948.87384,33102.00478
32744,32998.56901,32843.08034,32843.08034,32961.19014
33279,32766.1838,32549.70252,32549.70252,32682.65406
32860,33299.77215,33547.62552,33547.62552,33568.61215
32698,32881.87772,32784.07168,32784.07168,32713.45741
33047,32720.30518,32450.47743,32450.47743,32665.49684
32651,33068.3843,33220.58235,33220.58235,33247.43417
32488,32673.42919,32524.10289,32524.10289,32510.47573
32209,32510.85928,32247.97145,32247.97145,32450.72309
32581,32232.59546,31976.4887,31976.4887,32116.3397
31977,32603.61389,32728.03388,32728.03388,32784.55478
31628,32001.20761,31723.85787,31723.85787,31734.19817
31605,31653.12849,31194.18526,31194.18526,31497.18017
31953,31630.18918,31472.05711,31472.05711,31620.60657
32140,31977.27094,32175.13082,32175.13082,32137.94754
31884,32163.77752,32389.415,32389.415,32252.79926
32093,31908.453,31790.21977,31790.21977,31794.26228
32023,32116.90153,32142.86256,32142.86256,32213.96581
32000,32047.08624,32057.17728,32057.17728,32016.84211
32116,32024.14693,31965.80013,31965.80013,32014.23718
32767,32139.84085,32188.23971,32188.23971,32193.07615
33093,32789.12311,33234.08832,33234.08832,33089.06706
32930,33114.26293,33539.45749,33539.45749,33269.79191
32930,32951.69302,32945.49998,32945.49998,32884.42244
33674,32951.69302,32877.74568,32877.74568,32957.27542
33814,33693.7299,34160.11954,34160.11954,34040.80133
33767,33833.36049,34173.20051,34173.20051,33908.51977
35233,33786.48451,33791.61686,33791.61686,33776.19181
35860,35248.61631,36168.95688,36168.95688,35932.51663
35791,35873.9619,36789.37115,36789.37115,36184.16154
36698,35805.14396,35973.76093,35973.76093,35800.17244
39791,36709.75075,37265.01065,37265.01065,37151.60631
41395,39794.58953,42115.77031,42115.77031,41246.84914
40814,41394.35721,43531.41761,43531.41761,42187.90022
43605,40814.89024,41011.74429,41011.74429,40617.88992
45186,43598.52589,45208.024,45208.024,44942.85414
45651,45175.35425,47200.67459,47200.67459,45986.25694
45767,45639.12729,46516.40634,46516.40634,45949.79287
45512,45754.82122,46011.95151,46011.95151,45907.96106
43233,45500.49406,45393.7377,45393.7377,45483.24571
44442,43227.50745,41675.76355,41675.76355,42279.30415
43721,44433.31737,44421.96956,44421.96956,45064.44601
42721,43714.21981,43688.49529,43688.49529,43469.46093
41558,42716.85841,41825.17728,41825.17728,42337.58373
40907,41556.92711,40458.12283,40458.12283,41094.21406
39884,40907.64485,40080.22843,40080.22843,40669.47014
39721,39887.34414,38998.09162,38998.09162,39472.95277
37628,39724.77424,39259.06509,39259.06509,39695.42669
37093,37637.29684,36223.49529,36223.49529,36722.5263
36814,37103.7085,36012.03059,36012.03059,36885.38198
36419,36825.44467,36449.83134,36449.83134,36719.56084
36419,36431.48692,36070.4887,36070.4887,36269.80156
36093,36431.48692,36284.63679,36284.63679,36446.92046
36512,36106.3471,35887.81141,35887.81141,35972.07579
38395,36524.24153,36672.76562,36672.76562,36727.65115
39977,38402.27303,39765.29884,39765.29884,39277.5281
40814,39980.09875,41670.96347,41670.96347,40730.85379
40233,40814.89024,41920.10289,41920.10289,41235.90701
39930,40235.42327,40159.28946,40159.28946,40013.69933
40209,39933.22277,39534.04516,39534.04516,39833.63142
41302,40211.4866,40287.4542,40287.4542,40374.94141
40837,41301.6026,42112.34531,42112.34531,41838.21815
41116,40837.82955,40928.83793,40928.83793,40669.82724
41860,41116.09338,41137.11954,41137.11954,41283.89561
42628,41858.13026,42444.86256,42444.86256,42239.53978
43395,42624.1038,43392.94023,43392.94023,43020.96643
46814,43389.07999,44167.78818,44167.78818,43790.10708
49349,46799.05859,49299.8447,49299.8447,48415.2773
50070,49327.36972,52202.29745,52202.29745,50562.90079
52512,50046.46729,51438.44084,51438.44084,50470.65134
53256,52482.02381,54350.34201,54350.34201,53695.55255
53488,53224.06068,54606.3864,54606.3864,53678.49924
54023,53455.44853,53906.64009,53906.64009,53680.33037
53419,53989.03687,54456.19722,54456.19722,54352.68632
53419,53386.63059,53223.54644,53223.54644,53233.32875
53395,53386.63059,53210.66801,53210.66801,53503.7361
54233,53362.69392,53384.92828,53384.92828,53467.86395
54791,54198.48276,54771.35726,54771.35726,54695.57393
54465,54755.01042,55453.5312,55453.5312,55129.01899
54395,54429.87061,54457.29745,54457.29745,54403.56847
54558,54360.05531,54239.83134,54239.83134,54447.3216
56372,54522.62522,54643.97145,54643.97145,54714.66917
56488,56331.83878,57607.11625,57607.11625,57276.45157
57395,56447.5327,57210.3864,57210.3864,56629.18271
57047,57352.13949,58027.48541,58027.48541,57893.99114
57233,57005.05772,57148.60089,57148.60089,56979.96616
57233,57190.56694,57235.44224,57235.44224,57405.52821
60372,57190.56694,57304.26294,57304.26294,57321.01433
61907,60321.28435,62405.48681,62405.48681,61880.60375
63116,61852.23409,64015.11814,64015.11814,62700.00772
65163,63058.04401,64445.81141,64445.81141,63766.05882
66512,65099.64278,66918.85128,66918.85128,66195.86381
67395,66445.0833,68113.46877,68113.46877,67235.29598
67465,67325.75341,68448.35987,68448.35987,67911.15032
68047,67395.56871,67828.16929,67828.16929,67615.21917
69093,67976.03304,68453.22843,68453.22843,68428.05741
68419,69019.27306,69980.21648,69980.21648,69684.99806
67605,68347.05148,68359.17259,68359.17259,68235.2391
67326,67535.19931,66845.98273,66845.98273,67354.34902
66721,67256.93548,66863.08832,66863.08832,67313.41974
67140,66653.53183,66236.81141,66236.81141,66558.85669
68070,67071.42626,67202.0226,67202.0226,67437.91627
68907,67998.97235,68824.58235,68824.58235,68599.47285
69465,68833.76384,69782.3486,69782.3486,69396.56748
69674,69390.2915,70127.17728,70127.17728,69830.1928
70372,69598.74003,70011.95151,70011.95151,69882.19263
69767,70294.89828,70902.36854,70902.36854,70800.97095
69767,69691.49464,69628.58893,69628.58893,69608.05767
68465,69691.49464,69558.31409,69558.31409,69878.50924
67512,68392.9301,67629.23502,67629.23502,67986.78462
66558,67442.4447,66440.917,66440.917,67186.18934
66628,66490.96193,65609.78818,65609.78818,66227.57354
65349,66560.77722,66341.0226,66341.0226,66756.34204
65163,65285.152,64552.86914,64552.86914,64866.86056
65163,65099.64278,64595.60229,64595.60229,65169.75846
64000,65099.64278,65102.60558,65102.60558,65252.31192
62977,63939.71149,63254.04046,63254.04046,63562.82683
62535,62919.41078,61909.88579,61909.88579,62598.45722
62186,62478.57705,61892.80811,61892.80811,62414.85576
62419,62130.49792,61809.51992,61809.51992,62105.63604
62837,62362.88312,62451.4542,62451.4542,62599.67002
62884,62779.78019,63194.9595,63194.9595,63101.18805
61884,62826.65617,63067.7377,63067.7377,62981.10208
62140,61829.29478,61259.98602,61259.98602,61507.47983
61860,62084.6193,61956.91371,61956.91371,62326.91399
61209,61805.35811,61775.13411,61775.13411,61804.83599
61488,61156.07584,60694.7377,60694.7377,60984.63467
61326,61434.33967,61443.29086,61443.29086,61680.8937
60767,61272.76712,61325.51193,61325.51193,61319.84904
60721,60715.2421,60353.93956,60353.93956,60580.33485
60279,60669.36348,60498.87451,60498.87451,60763.55616
59881,60228.52974,59982.58564,59982.58564,60141.89171
59233,59831.57991,59472.86188,59472.86188,59761.71607
59721,59185.28973,58678.91367,58678.91367,58998.95089
59791,59672.00209,59812.38383,59812.38383,59997.19792
59767,59741.81738,60014.37183,60014.37183,59879.27776
58605,59717.88071,59781.70252,59781.70252,59812.37953
57488,58558.94677,57851.19252,57851.19252,58135.94449
56000,57444.8941,56360.50796,56360.50796,57035.17431
55791,55960.82035,54648.7377,54648.7377,55375.80686
54186,55752.37181,55134.77361,55134.77361,55739.10544
53581,54151.60678,53080.50327,53080.50327,53502.87112
54279,53548.20314,52627.51663,52627.51663,53343.93448
52860,54244.36139,54521.27958,54521.27958,54627.64401
50419,52829.10557,52195.67789,52195.67789,52254.80601
49442,50394.54641,48345.13808,48345.13808,49348.03678
48860,49420.12433,47952.29884,47952.29884,49024.1276
48628,48839.66,48143.63679,48143.63679,48617.08924
48837,48608.27216,48277.56309,48277.56309,48540.8858
48930,48816.72069,48895.35658,48895.35658,48947.73437
49436,48909.4753,49069.4887,49069.4887,48988.54027
50795,49414.14016,49801.26628,49801.26628,49680.66032
51935,50769.5543,51857.54252,51857.54252,51425.40547
51356,51906.54628,53157.94222,53157.94222,52469.94047
51419,51329.07404,51390.81867,51390.81867,51118.25803
51682,51391.90781,51260.21914,51260.21914,51468.74543
54261,51654.21385,51879.65073,51879.65073,51821.6503
55067,54226.40888,56025.76102,56025.76102,55445.42015
55977,55030.28217,56505.93022,56505.93022,55458.3877
55617,55937.88103,56855.62682,56855.62682,56416.97492
54755,55578.83093,55711.90965,55711.90965,55486.22301
53972,54719.10541,54076.10091,54076.10091,54396.36358
56025,53938.17144,53166.47477,53166.47477,53646.15515
54244,55985.75438,57079.72385,57079.72385,56975.30187
53932,54209.45374,53825.35446,53825.35446,53470.62593
53700,53898.27699,53105.52926,53105.52926,53815.69477
53395,53666.88914,53445.12085,53445.12085,53618.45182
53886,53362.69392,53121.27025,53121.27025,53279.45156
54341,53852.39836,54100.71582,54100.71582,54128.025
54093,54306.1978,54814.17529,54814.17529,54567.62122
55025,54058.85217,54099.23835,54099.23835,54003.44452