Univariate ARIMA Extrapolation Forecast | ||||||||
time | Y[t] | F[t] | 95% LB | 95% UB | p-value (H0: Y[t] = F[t]) | P(F[t]>Y[t-1]) | P(F[t]>Y[t-s]) | P(F[t]>Y[60]) |
48 | 872705 | - | - | - | - | - | - | - |
49 | 628151 | - | - | - | - | - | - | - |
50 | 953712 | - | - | - | - | - | - | - |
51 | 1160384 | - | - | - | - | - | - | - |
52 | 1400618 | - | - | - | - | - | - | - |
53 | 1661511 | - | - | - | - | - | - | - |
54 | 1495347 | - | - | - | - | - | - | - |
55 | 2918786 | - | - | - | - | - | - | - |
56 | 2775677 | - | - | - | - | - | - | - |
57 | 1407026 | - | - | - | - | - | - | - |
58 | 1370199 | - | - | - | - | - | - | - |
59 | 964526 | - | - | - | - | - | - | - |
60 | 850851 | - | - | - | - | - | - | - |
61 | 683118 | 663307.8944 | 561951.5986 | 773063.01 | 0.3618 | 4e-04 | 0.7349 | 4e-04 |
62 | 847224 | 911217.5753 | 791660.127 | 1039179.4098 | 0.1635 | 0.9998 | 0.2576 | 0.8224 |
63 | 1073256 | 1145959.6158 | 1008306.8582 | 1292417.0699 | 0.1653 | 1 | 0.4235 | 1 |
64 | 1514326 | 1551473.0028 | 1387196.3762 | 1724940.1586 | 0.3373 | 1 | 0.9559 | 1 |
65 | 1503734 | 1633488.909 | 1464890.6195 | 1811268.274 | 0.0763 | 0.9055 | 0.3787 | 1 |
66 | 1507712 | 1552186.8262 | 1387011.7918 | 1726651.5922 | 0.3087 | 0.7069 | 0.7384 | 1 |
67 | 2865698 | 3021603.7534 | 2788854.1089 | 3263680.3987 | 0.1034 | 1 | 0.7974 | 1 |
68 | 2788128 | 2670840.1259 | 2452080.8555 | 2898945.1299 | 0.1568 | 0.047 | 0.1838 | 1 |
69 | 1391596 | 1391725.6769 | 1234949.6422 | 1557867.4121 | 0.4994 | 0 | 0.4284 | 1 |
70 | 1366378 | 1373280.9753 | 1217323.8643 | 1538635.3891 | 0.4674 | 0.4141 | 0.5146 | 1 |
71 | 946295 | 973103.9151 | 842334.8499 | 1113304.7432 | 0.3539 | 0 | 0.5477 | 0.9563 |
72 | 859626 | 870877.7316 | 747567.3804 | 1003596.8504 | 0.434 | 0.1327 | 0.6163 | 0.6163 |
Univariate ARIMA Extrapolation Forecast Performance | ||||||
time | % S.E. | PE | MAPE | Sq.E | MSE | RMSE |
61 | 0.0844 | 0.0299 | 0 | 392440284.3195 | 0 | 0 |
62 | 0.0716 | -0.0702 | 0.05 | 4095177682.8071 | 2243808983.5633 | 47368.8609 |
63 | 0.0652 | -0.0634 | 0.0545 | 5285815754.1136 | 3257811240.4134 | 57077.2393 |
64 | 0.057 | -0.0239 | 0.0469 | 1379899819.5455 | 2788333385.1964 | 52804.672 |
65 | 0.0555 | -0.0794 | 0.0534 | 16836336417.9103 | 5597933991.7392 | 74819.3424 |
66 | 0.0573 | -0.0287 | 0.0493 | 1978010161.5491 | 4994613353.3742 | 70672.5785 |
67 | 0.0409 | -0.0516 | 0.0496 | 24306603937.9246 | 7753469151.1671 | 88053.7856 |
68 | 0.0436 | 0.0439 | 0.0489 | 13756445399.3298 | 8503841182.1874 | 92216.274 |
69 | 0.0609 | -1e-04 | 0.0435 | 16816.1005 | 7558971808.1778 | 86942.3476 |
70 | 0.0614 | -0.005 | 0.0396 | 47651068.1379 | 6807839734.1738 | 82509.6342 |
71 | 0.0735 | -0.0275 | 0.0385 | 718717930.3906 | 6254283206.5571 | 79084.0262 |
72 | 0.0778 | -0.0129 | 0.0364 | 126601463.4367 | 5743643061.2971 | 75786.8264 |