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[38])
349983.40000000001-------
359913.40000000001-------
3610031.6-------
3710184.6-------
3810125-------
3910065.410052.01029996.364410107.96580.31950.005310.0053
4010188.610170.181610109.347310231.3820.27760.999610.926
4110350.410329.244310265.666710393.21570.2584111
4210320.610268.028910190.712410345.9320.0930.01910.99980.9998
4310232.610192.647810073.477410313.2280.2580.01880.98070.8642
4410357.210314.218610184.434210445.65680.26080.88820.96950.9976
4510520.210475.43210332.699910620.13570.27210.94540.95481
4610473.810412.470710248.780910578.77480.23490.10210.86050.9996
471040710336.807210133.676510544.00980.25340.09750.83790.9774
481053610460.168510237.675910687.49640.25660.67670.81270.9981
4910700.210623.154810379.095310872.95310.27270.7530.79041
5010664.210559.643710291.085910835.20980.22850.15870.72930.999
511060610483.012810172.965310802.50970.22530.13320.67950.986
5210716.610607.84510271.211710955.51130.26990.50410.65730.9968
5310882.810773.269310408.390411150.93960.28490.61570.64770.9996
5410849.410708.94610315.873711116.99570.24990.20180.58510.9975
551079410631.090910194.904111085.93990.24130.17340.5430.9854
5610907.810757.734410289.038211247.7810.27420.44230.56530.9943


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPEsMAPESq.EMSERMSEScaledEMASE
390.00280.00130.00130.0013179.2867000.13630.1363
400.00310.00180.00160.0016339.2376259.262116.10160.18740.1619
410.00320.0020.00170.0017447.5627322.02917.94520.21530.1797
420.00390.00510.00260.00262763.7157932.450730.53610.5350.2685
430.0060.00390.00280.00281596.17781065.196132.63730.40660.2961
440.00650.00410.00310.00311847.40391195.564134.57690.43740.3197
450.0070.00430.00320.00322004.17221311.079536.20880.45560.3391
460.00810.00590.00360.00363761.28591617.355340.21640.62420.3747
470.01020.00670.00390.00394927.02591985.096544.55440.71440.4125
480.01110.00720.00420.00425750.42082361.628948.59660.77180.4484
490.0120.00720.00450.00455935.96812686.568951.83210.78410.4789
500.01330.00980.00490.00510932.01933373.689758.08351.06410.5277
510.01550.01160.00550.005515125.86094277.702965.40421.25170.5834
520.01670.01010.00580.005811827.6484816.984769.40451.10680.6208
530.01790.01010.00610.006111996.96455295.6572.77121.11470.6537
540.01940.01290.00650.006519727.32956197.6378.7251.42940.7022
550.02180.01510.0070.00726539.36577394.202785.98951.6580.7584
560.02320.01380.00740.007422519.68768234.507490.74421.52720.8011