Table 3.
Comparison of the predicted and actual values of the ARIMA, ARMA, AR, and MA models.
| Date | Actual | ARIMA | ARMA | AR | MA | Rolling prediction |
|---|---|---|---|---|---|---|
| 2021-07-05 | 9964 | 10381 | 10180 | 10511 | 9053 | 12132 |
| 2021-07-06 | 11525 | 9908 | 9370 | 10446 | 9328 | 9521 |
| 2021-07-07 | 11162 | 9897 | 9082 | 10644 | 9161 | 9752 |
| 2021-07-08 | 11651 | 10482 | 9708 | 10505 | 9737 | 11665 |
| 2021-07-09 | 11324 | 9725 | 8836 | 10250 | 9287 | 10869 |
| 2021-07-10 | 8772 | 8514 | 7336 | 8790 | 8910 | 9826 |
| 2021-07-11 | 11874 | 10192 | 8883 | 11050 | 9232 | 11113 |
| 2021-07-12 | 13768 | 12041 | 10362 | 12483 | 9232 | 13962 |
| 2021-07-13 | 12198 | 11601 | 9302 | 12497 | 9232 | 15250 |
| 2021-07-14 | 12383 | 11340 | 8779 | 12206 | 9232 | 13591 |
| 2021-07-15 | 12236 | 11858 | 9456 | 12242 | 9232 | 13081 |
| 2021-07-16 | 12148 | 11313 | 8726 | 11779 | 9232 | 11809 |
| 2021-07-17 | 8489 | 10346 | 7357 | 10987 | 9232 | 8911 |
| 2021-07-18 | 11578 | 11602 | 8572 | 12961 | 9232 | 12319 |
| 2021-07-19 | 13321 | 13387 | 10042 | 14139 | 9232 | 14195 |
| 2021-07-20 | 11579 | 13106 | 9014 | 14040 | 9232 | 11860 |
| 2021-07-21 | 7614 | 12627 | 8321 | 13529 | 9232 | 11472 |
| 2021-07-22 | 3697 | 13052 | 9072 | 13618 | 9232 | 10901 |
| 2021-07-23 | 6364 | 12717 | 8552 | 13128 | 9232 | 2298 |
| 2021-07-24 | 6780 | 11927 | 7267 | 12826 | 9232 | 2867 |
| 2021-07-25 | 11291 | 12890 | 8250 | 14512 | 9232 | 10804 |
| 2021-07-26 | 15192 | 14527 | 9675 | 15485 | 9232 | 12382 |
| 2021-07-27 | 14925 | 14404 | 8733 | 15216 | 9232 | 13233 |
| 2021-07-28 | 16230 | 13793 | 7911 | 14637 | 9232 | 10014 |