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[48])
3682719-------
3783614-------
3881640-------
3978665-------
4077828-------
4175728-------
4272187-------
4379357-------
4481329-------
4577304-------
4675576-------
4772932-------
4874291-------
497498874937.099172242.871777631.32650.48520.680800.6808
507330273470.923369661.612477280.23430.46540.217500.3365
517048371084.447266419.381575749.51290.40030.17577e-040.089
526984870220.778864834.237575607.320.44610.4620.00280.0693
536646668664.41262642.218574686.60550.23710.350.01080.0335
546761066288.045159691.166872884.92330.34720.47890.03980.0087
557509173093.179865967.817380218.54240.29130.93430.04240.3709
567620774814.627167197.358682431.89560.36010.47170.04680.5536
577345471998.92463919.643880078.20410.3620.15370.0990.2891
587200869447.46960931.204877963.73320.27780.17820.07920.1325
597136266604.873257672.978475536.7680.14830.11790.08250.0458
607425067444.516158115.489876773.54250.07640.20520.07520.0752


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPESq.EMSERMSE
490.01837e-0402590.902800
500.0265-0.00230.001528535.090415562.9966124.7517
510.0335-0.00850.0038361738.7044130954.8992361.8769
520.0391-0.00530.0042138964.0091132957.1767364.6329
530.0447-0.0320.00984833015.40991072968.82331035.8421
540.05080.01990.01151747564.87941185401.49931088.7615
550.04970.02730.01373991285.491586242.06941259.461
560.05190.01860.01431938702.26921630299.59441276.8319
570.05730.02020.0152117246.26581684404.78011297.8462
580.06260.03690.01726556319.14792171596.21691473.6337
590.06840.07140.022122630255.25654031474.31142007.8532
600.07060.10090.028746314610.71927555069.0122748.6486