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])
4745-------
4869-------
49606935.2147102.78530.30080.50.50.5
50566921.2204116.77960.29690.6440.6440.5
51586910.4822127.51780.35630.66840.66840.5
5250691.4294136.57060.29080.62520.62520.5
535169-6.5462144.54620.32030.6890.6890.5
545369-13.7567151.75670.35240.66510.66510.5
553769-20.3875158.38750.24140.63710.63710.5
562269-26.5592164.55920.16750.74420.74420.5
575569-32.3559170.35590.39330.81830.81830.5
587069-37.8385175.83850.49270.60130.60130.5
596269-43.0531181.05310.45130.4930.4930.5
605869-48.0357186.03570.42690.54670.54670.5
613969-52.8146190.81460.31470.57020.57020.5
624969-57.413195.4130.37820.67910.67910.5
635869-61.8499199.84990.43460.61780.61780.5
644769-66.1411204.14110.37480.56340.56340.5
654269-70.3003208.30030.3520.62150.62150.5
666269-74.3388212.33880.46190.6440.6440.5
673969-78.2667216.26670.34480.53710.53710.5
684069-82.0924220.09240.35340.65140.65140.5
697269-85.8236223.82360.48490.64320.64320.5
707069-89.467227.4670.49510.48520.48520.5
715469-93.0285231.02850.4280.49520.49520.5
726569-96.5134234.51340.48110.57050.57050.5


Univariate ARIMA Extrapolation Forecast Performance
time% S.E.PEMAPEsMAPESq.EMSERMSEScaledEMASE
490.2498-0.150.150.13958100-0.77530.7753
500.3533-0.23210.19110.173816912511.1803-1.11990.9476
510.4327-0.18970.19060.1736121123.666711.1206-0.94760.9476
520.4996-0.380.23790.2136118313.5277-1.63671.1199
530.5586-0.35290.26090.228324211.214.5327-1.55061.206
540.6119-0.30190.26780.2337256218.666714.7874-1.37831.2347
550.661-0.86490.35310.28661024333.714318.2678-2.75661.4521
560.7066-2.13640.5760.37992209568.12523.8354-4.04871.7767
570.7495-0.25450.54030.3628196526.777822.9516-1.2061.7133
580.790.01430.48770.32791474.221.77610.08611.5506
590.8286-0.11290.45360.307849435.545520.8697-0.6031.4644
600.8654-0.18970.43160.2966121409.333320.232-0.94761.4213
610.9007-0.76920.45760.3165900447.076921.1442-2.58431.5108
620.9347-0.40820.4540.3181400443.714321.0645-1.72281.5259
630.9675-0.18970.43640.3085121422.220.5475-0.94761.4874
640.9993-0.46810.43840.3129484426.062520.6413-1.89511.5129
651.03-0.64290.45040.3231729443.882421.0685-2.32581.5607
661.0599-0.11290.43170.311149421.944420.5413-0.6031.5075
671.0889-0.76920.44940.324900447.105321.1449-2.58431.5642
681.1172-0.7250.46320.3344841466.821.6056-2.49811.6109
691.14480.04170.44310.3205944521.0950.25841.5465
701.17170.01430.42370.30661424.818220.61110.08611.4801
711.1981-0.27780.41730.3038225416.130420.3993-1.29211.4719
721.2238-0.06150.40250.293716399.458319.9865-0.34461.4249