| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 580 | NA | NA | -23.5395 | NA |
| 2 | 610 | NA | NA | 69.6897 | NA |
| 3 | 550 | NA | NA | -69.5291 | NA |
| 4 | 515 | NA | NA | -26.4041 | NA |
| 5 | 555 | NA | NA | -16.6385 | NA |
| 6 | 580 | NA | NA | 18.023 | NA |
| 7 | 585 | 572.737 | 577.917 | -5.18012 | 12.2635 |
| 8 | 545 | 556.799 | 578.125 | -21.326 | -11.799 |
| 9 | 580 | 573.674 | 574.792 | -1.11762 | 6.32595 |
| 10 | 605 | 576.643 | 572.5 | 4.1428 | 28.3572 |
| 11 | 625 | 653.44 | 573.542 | 79.898 | -28.4397 |
| 12 | 600 | 566.981 | 575 | -8.01866 | 33.0187 |
| 13 | 590 | 552.711 | 576.25 | -23.5395 | 37.2895 |
| 14 | 605 | 646.565 | 576.875 | 69.6897 | -41.5647 |
| 15 | 475 | 508.388 | 577.917 | -69.5291 | -33.3876 |
| 16 | 535 | 552.763 | 579.167 | -26.4041 | -17.7626 |
| 17 | 560 | 563.153 | 579.792 | -16.6385 | -3.15321 |
| 18 | 610 | 598.231 | 580.208 | 18.023 | 11.7687 |
| 19 | 585 | 574.403 | 579.583 | -5.18012 | 10.5968 |
| 20 | 560 | 559.507 | 580.833 | -21.326 | 0.492622 |
| 21 | 590 | 583.049 | 584.167 | -1.11762 | 6.95095 |
| 22 | 625 | 589.976 | 585.833 | 4.1428 | 35.0239 |
| 23 | 620 | 665.94 | 586.042 | 79.898 | -45.9397 |
| 24 | 615 | 577.19 | 585.208 | -8.01866 | 37.8103 |
| 25 | 560 | 562.502 | 586.042 | -23.5395 | -2.50217 |
| 26 | 665 | 658.856 | 589.167 | 69.6897 | 6.14366 |
| 27 | 495 | 520.054 | 589.583 | -69.5291 | -25.0543 |
| 28 | 555 | 560.471 | 586.875 | -26.4041 | -5.47092 |
| 29 | 545 | 570.862 | 587.5 | -16.6385 | -25.8615 |
| 30 | 605 | 606.148 | 588.125 | 18.023 | -1.148 |
| 31 | 610 | 581.695 | 586.875 | -5.18012 | 28.3051 |
| 32 | 610 | 564.716 | 586.042 | -21.326 | 45.2843 |
| 33 | 550 | 585.757 | 586.875 | -1.11762 | -35.7574 |
| 34 | 600 | 592.893 | 588.75 | 4.1428 | 7.1072 |
| 35 | 660 | 670.523 | 590.625 | 79.898 | -10.523 |
| 36 | 590 | 585.106 | 593.125 | -8.01866 | 4.89366 |
| 37 | 555 | 570.419 | 593.958 | -23.5395 | -15.4188 |
| 38 | 650 | 662.815 | 593.125 | 69.6897 | -12.8147 |
| 39 | 530 | 523.596 | 593.125 | -69.5291 | 6.40408 |
| 40 | 565 | 566.721 | 593.125 | -26.4041 | -1.72092 |
| 41 | 580 | 576.903 | 593.542 | -16.6385 | 3.09679 |
| 42 | 630 | 612.398 | 594.375 | 18.023 | 17.602 |
| 43 | 605 | 587.528 | 592.708 | -5.18012 | 17.4718 |
| 44 | 595 | 570.757 | 592.083 | -21.326 | 24.2426 |
| 45 | 565 | 591.591 | 592.708 | -1.11762 | -26.5907 |
| 46 | 585 | 596.643 | 592.5 | 4.1428 | -11.6428 |
| 47 | 685 | 672.19 | 592.292 | 79.898 | 12.8103 |
| 48 | 585 | 583.231 | 591.25 | -8.01866 | 1.76866 |
| 49 | 520 | 566.877 | 590.417 | -23.5395 | -46.8772 |
| 50 | 670 | 659.273 | 589.583 | 69.6897 | 10.727 |
| 51 | 525 | 519.221 | 588.75 | -69.5291 | 5.77908 |
| 52 | 565 | 561.929 | 588.333 | -26.4041 | 3.07075 |
| 53 | 575 | 572.737 | 589.375 | -16.6385 | 2.26345 |
| 54 | 610 | 608.648 | 590.625 | 18.023 | 1.352 |
| 55 | 605 | 587.112 | 592.292 | -5.18012 | 17.8885 |
| 56 | 575 | 573.049 | 594.375 | -21.326 | 1.95095 |
| 57 | 565 | 593.466 | 594.583 | -1.11762 | -28.4657 |
| 58 | 575 | 599.143 | 595 | 4.1428 | -24.1428 |
| 59 | 720 | 674.69 | 594.792 | 79.898 | 45.3103 |
| 60 | 580 | 585.106 | 593.125 | -8.01866 | -5.10634 |
| 61 | 565 | 566.252 | 589.792 | -23.5395 | -1.25217 |
| 62 | 675 | 656.565 | 586.875 | 69.6897 | 18.4353 |
| 63 | 525 | 518.388 | 587.917 | -69.5291 | 6.61241 |
| 64 | 575 | 563.596 | 590 | -26.4041 | 11.4041 |
| 65 | 560 | 572.32 | 588.958 | -16.6385 | -12.3199 |
| 66 | 585 | 605.731 | 587.708 | 18.023 | -20.7313 |
| 67 | 550 | 582.32 | 587.5 | -5.18012 | -32.3199 |
| 68 | 560 | 565.132 | 586.458 | -21.326 | -5.13238 |
| 69 | 605 | 584.924 | 586.042 | -1.11762 | 20.076 |
| 70 | 585 | 590.393 | 586.25 | 4.1428 | -5.3928 |
| 71 | 685 | 666.981 | 587.083 | 79.898 | 18.0187 |
| 72 | 585 | 581.148 | 589.167 | -8.01866 | 3.852 |
| 73 | 555 | 567.711 | 591.25 | -23.5395 | -12.7105 |
| 74 | 660 | 661.356 | 591.667 | 69.6897 | -1.35634 |
| 75 | 530 | 522.971 | 592.5 | -69.5291 | 7.02908 |
| 76 | 575 | 567.138 | 593.542 | -26.4041 | 7.86241 |
| 77 | 580 | 576.903 | 593.542 | -16.6385 | 3.09679 |
| 78 | 615 | 611.356 | 593.333 | 18.023 | 3.64366 |
| 79 | 570 | 589.195 | 594.375 | -5.18012 | -19.1949 |
| 80 | 550 | 575.549 | 596.875 | -21.326 | -25.549 |
| 81 | 635 | 597.216 | 598.333 | -1.11762 | 37.7843 |
| 82 | 580 | 603.101 | 598.958 | 4.1428 | -23.1011 |
| 83 | 690 | 680.523 | 600.625 | 79.898 | 9.477 |
| 84 | 575 | 593.648 | 601.667 | -8.01866 | -18.648 |
| 85 | 590 | 577.502 | 601.042 | -23.5395 | 12.4978 |
| 86 | 685 | 670.731 | 601.042 | 69.6897 | 14.2687 |
| 87 | 540 | 531.304 | 600.833 | -69.5291 | 8.69575 |
| 88 | 580 | 575.054 | 601.458 | -26.4041 | 4.94575 |
| 89 | 615 | 585.653 | 602.292 | -16.6385 | 29.3468 |
| 90 | 605 | 618.648 | 600.625 | 18.023 | -13.648 |
| 91 | 565 | 594.82 | 600 | -5.18012 | -29.8199 |
| 92 | 555 | 579.299 | 600.625 | -21.326 | -24.299 |
| 93 | 625 | 600.132 | 601.25 | -1.11762 | 24.8676 |
| 94 | 605 | 606.018 | 601.875 | 4.1428 | -1.0178 |
| 95 | 685 | 680.523 | 600.625 | 79.898 | 4.477 |
| 96 | 540 | 592.398 | 600.417 | -8.01866 | -52.398 |
| 97 | 610 | 575.836 | 599.375 | -23.5395 | 34.1645 |
| 98 | 680 | 668.648 | 598.958 | 69.6897 | 11.352 |
| 99 | 560 | 530.888 | 600.417 | -69.5291 | 29.1124 |
| 100 | 575 | 572.138 | 598.542 | -26.4041 | 2.86241 |
| 101 | 590 | 581.278 | 597.917 | -16.6385 | 8.72179 |
| 102 | 625 | 618.648 | 600.625 | 18.023 | 6.352 |
| 103 | 520 | NA | NA | -5.18012 | NA |
| 104 | 590 | NA | NA | -21.326 | NA |
| 105 | 625 | NA | NA | -1.11762 | NA |
| 106 | 560 | NA | NA | 4.1428 | NA |
| 107 | 715 | NA | NA | 79.898 | NA |
| 108 | 575 | NA | NA | -8.01866 | NA |
