Univariate ARIMA Extrapolation Forecast
timeY[t]F[t]95% LB95% UBp-value
(H0: Y[t] = F[t])
P(F[t]>Y[t-1])P(F[t]>Y[t-s])P(F[t]>Y[32])
2027165-------
2126736-------
2223691-------
2318157-------
2417328-------
2518205-------
2620995-------
2717382-------
289367-------
2931124-------
3026551-------
3130651-------
3225859-------
332510024211.623220506.641627916.60470.31920.19170.09090.1917
342577823612.085219774.393227449.77710.13430.22370.48390.1256
352041818123.328912761.470623485.18710.20080.00260.49510.0023
361868817363.936511768.443122959.430.32140.14240.5050.0015
372042417591.568511939.555923243.5810.1630.35190.41580.0021
382477619990.448414338.4225642.47680.04850.44020.36380.0209
391981416213.914210564.674421863.15410.10580.00150.34264e-04
40127388334.69372672.472213996.91520.063700.36040
413156630298.231324565.154936031.30760.332410.38890.9355
423011125872.15720036.424131707.88990.07730.02790.40980.5018
433001929992.866124068.98735916.74530.49660.48440.41380.9143
443193425137.108719157.505931116.71160.01290.05480.40650.4065
452582623409.820516008.348330811.29270.26110.0120.32720.2583
462683522766.694515192.750530340.63840.14620.21430.21790.2118
472020517280.6188515.8726045.36590.25660.01630.24150.0275
481778916550.3787478.324825622.43110.39450.21490.32210.0222
492052016806.487597.022126015.93790.21470.41720.22070.027
502251819217.29679989.51228445.08130.24160.3910.11890.0792
511557215435.96146181.024124690.89860.48850.06680.17690.0136
52115097544.5988-1778.986716868.18440.20230.04580.13751e-04
532544729498.463620034.883638962.04360.20070.99990.33430.7745
542409025069.692815433.510834705.87480.4210.46940.15260.4362
552778629193.432919398.741438988.12440.38910.84640.43440.7477
562619524342.433514424.126734260.74030.35710.24810.06680.3822
572051622618.242511458.733633777.75130.3560.26490.28660.2846
582275921975.456810569.990933380.92270.44640.5990.20180.2523
591902816487.86853968.9429006.79690.34540.16310.28030.0712
601697115755.862862.460828649.25920.42670.30940.37860.0623


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPESq.EMSERMSE
330.07810.03670789213.39700
340.08290.09170.06424691187.06912740200.23311655.355
350.15090.12660.0855265515.65453581972.04021892.6098
360.16440.07630.08281753144.04733124765.0421767.7005
370.16390.1610.09858022668.45784104345.72522025.9185
380.14430.23940.121922901503.90817237205.42232690.2055
390.17780.2220.136212960617.46688054835.71442838.1042
400.34660.52830.185319389106.37219471619.54663077.5996
410.09650.04180.16931607237.51348597799.32072932.2004
420.11510.16380.168817967789.61879534798.35053087.8469
430.10089e-040.1535682.97968668060.58952944.157
440.12140.27040.163246197730.921111795533.11713434.4626
450.16130.10320.15865837923.472611337255.45223367.0841
460.16970.17870.160116551109.847911709673.62333421.94
470.25880.16920.16078552010.327411499162.73693391.0415
480.27970.07480.15531534184.549310876351.60023297.9314
490.27960.2210.159213790230.804411047756.25923323.8165
500.2450.17180.159910894642.347911039249.93083322.5367
510.30590.00880.151918506.509710459210.80343234.0703
520.63050.52550.170615716476.827410722074.10463274.4578
530.1637-0.13730.16916414357.368510993135.21243315.5897
540.1961-0.03910.1631959798.037210537074.43173246.086
550.1712-0.04820.15811980867.357610165065.42853188.27
560.20790.07610.15473432002.54299884521.14163143.9658
570.2517-0.09290.15224419423.40689665917.23223109.0058
580.26480.03570.1477613939.94999317764.25983052.5013
590.38740.15410.1486452268.20349211634.77623035.0675
600.41750.07710.14541476565.23778935382.29272989.211