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[45])
335678-------
345274-------
355166-------
365106-------
375008-------
385034-------
394901-------
404853-------
414790-------
424703-------
434640-------
444544-------
454465-------
4643354396.69254263.88544529.49950.18130.156700.1567
4743454331.68824091.76484571.61160.45670.489200.1381
4842464280.08733943.2884616.88660.42140.352800.1409
4941314230.84913760.00144701.69690.33880.47496e-040.1649
5041124188.90113603.44314774.3590.39840.57690.00230.1777
5141114152.80823440.85624864.76010.45420.54470.01970.195
5240964119.20663280.07294958.34030.47840.50760.04330.2096
5339704091.53193131.39475051.66920.4020.49640.0770.2229
5439704066.02892979.46555152.59230.43120.56880.12530.2359
5539084043.89142837.17615250.60660.41270.54780.16650.247
5638614024.82072698.185351.46140.40440.56850.22150.2577
5738194007.37022562.50285452.23760.39920.57870.26740.2674
5837813992.64342433.56655551.72040.39510.58640.33350.2763
5936843979.35292306.8435651.86280.36460.59190.33410.2846
6036643967.70642185.34945750.06340.36920.62250.37980.2922
6136483957.63852067.62835847.64870.37410.61960.42870.2994
6235643948.54331953.12625943.96030.35280.61610.43620.306
6334903940.74551842.87426038.61680.33680.63760.43680.3121


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPEsMAPESq.EMSERMSEScaledEMASE
460.0154-0.01420.01420.01413805.961600-1.21251.2125
470.02830.00310.00860.0086177.20331991.582444.62710.26160.737
480.0401-0.0080.00840.00841161.94681715.037241.413-0.66990.7147
490.0568-0.02420.01240.01239969.85033778.740561.4715-1.96241.0266
500.0713-0.01870.01360.01355913.77344205.747164.8517-1.51141.1235
510.0875-0.01020.01310.0131747.92273796.109761.6126-0.82171.0732
520.1039-0.00570.0120.0119538.54653330.743557.7126-0.45610.9851
530.1197-0.03060.01430.014214770.00524760.651268.9975-2.38851.1605
540.1363-0.02420.01540.01539221.55055256.306772.5004-1.88731.2412
550.1522-0.03480.01740.017218466.46096577.322181.1007-2.67071.3842
560.1682-0.04240.01960.019426837.22518419.131591.7558-3.21961.551
570.184-0.04930.02210.021835483.323910674.4808103.3174-3.70211.7303
580.1992-0.0560.02470.024344792.948213298.9783115.3212-4.15951.9172
590.2144-0.08020.02870.028187233.342718580.0044136.3085-5.80462.1948
600.2292-0.08290.03230.031592237.570423490.5088153.2661-5.96882.4464
610.2437-0.08490.03560.034695876.004228014.6022167.3756-6.08542.6739
620.2578-0.10790.03980.0386147873.512435065.1264187.2568-7.55752.9611
630.2716-0.12920.04480.0432203171.500544404.3694210.7234-8.85863.2888