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[33])
2126736-------
2223691-------
2318157-------
2417328-------
2518205-------
2620995-------
2717382-------
289367-------
2931124-------
3026551-------
3130651-------
3225859-------
3325100-------
342577824007.980620415.684227600.2770.16710.27560.56870.2756
352041819164.496415459.42822869.56490.25362e-040.7038e-04
361868818070.916613008.442223133.3910.40560.18180.61320.0033
372042418225.810713003.499423448.1220.20470.43110.50310.0049
382477620462.613815242.830725682.39690.05270.50580.42080.0408
391981416689.178911456.998621921.35920.12090.00120.39768e-04
40127388831.00833593.628214068.38850.071900.42050
413156630835.638725603.413536067.86390.392210.4570.9842
423011126424.785321173.655331675.91530.08440.02750.48120.6895
433001930547.6925259.771335835.60870.42230.56430.48470.9783
443193425686.906120371.521731002.29040.01060.05510.47470.5857
452582624845.288819519.794530170.78320.35910.00450.46270.4627
462683523708.841617123.349430294.33380.17610.26430.2690.3394
472020518867.355312178.341525556.36910.34750.00980.32480.0339
481778917801.035310143.217925458.85260.49880.26920.41020.0309
492052017982.351910163.747125800.95660.26230.51930.27020.0372
502251820230.385412402.695428058.07540.28340.47110.12750.1114
511557216453.29618650.048924256.54340.41240.06380.19930.0149
52115098585.0524802.147216367.95760.23080.03920.14780
532544730581.574422803.907238359.24150.097810.4020.9164
542409026168.24518359.341333977.14880.3010.57180.16120.6057
552778630293.252122433.908738152.59560.26590.93910.52730.9024
56261952543617535.630533336.36940.42530.27990.05350.5332
572051624596.759216674.803332518.71520.15630.34630.38050.4505
582275923460.708614487.699532433.71770.43910.740.23050.3601
591902818618.27349521.199527715.34730.46480.18620.36620.0813
601697117550.76877588.357727513.17980.45460.38570.48130.0687
612003617731.42677596.064927866.78850.32790.55850.29490.0771


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPESq.EMSERMSE
340.07630.073703132968.727400
350.09860.06540.06961571271.1522352119.93971533.6623
360.14290.03410.0578380791.91821695010.59921301.9257
370.14620.12060.07354832036.11092479266.97711574.5688
380.13010.21080.100918605300.40215704473.66212388.404
390.160.18720.11539764507.00776381145.88642526.093
400.30260.44240.16215264583.7827650208.44292765.901
410.08660.02370.1448533427.68966760610.84872600.1175
420.10140.13950.144213588178.99467519229.53162742.1214
430.0883-0.01730.1315279513.12066795257.89052606.7715
440.10560.24320.141639026182.76819725341.97033118.5481
450.10940.03950.1331961794.37598995046.33742999.1743
460.14170.13190.1339772866.14359054878.63023009.1325
470.18090.07090.12861789293.27938535908.2482921.6277
480.2195-7e-040.1201144.84767966857.35462822.5622
490.22180.14110.12146439658.02787871407.39672805.6029
500.19740.11310.12095233180.46277716217.57712777.8081
510.242-0.05360.1171776682.8957330687.87252707.5243
520.46250.34060.12898549469.53997394834.2762719.3445
530.1298-0.16790.130926363853.8378343285.25412888.4746
540.1523-0.07940.12844319102.47518151657.50272855.1108
550.1324-0.08280.12636286313.23968066869.12712840.2234
560.15850.02980.1221576081.05027741182.6892782.2981
570.1643-0.16590.12416652595.9578112491.57522848.2436
580.1951-0.02990.1202492394.95497807687.71032794.224
590.24930.0220.1164167875.89937513848.79452741.1401
600.2896-0.0330.1133336131.7917248007.4242692.2124
610.29160.130.11395311058.03947178830.66032679.334