| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 540 | NA | NA | 1.12138 | NA |
| 2 | 520 | NA | NA | 0.827644 | NA |
| 3 | 550 | NA | NA | 0.804041 | NA |
| 4 | 440 | NA | NA | 0.626062 | NA |
| 5 | 570 | NA | NA | 0.903227 | NA |
| 6 | 560 | NA | NA | 0.870354 | NA |
| 7 | 600 | 663.534 | 583.333 | 1.13749 | 0.904248 |
| 8 | 620 | 637.054 | 582.917 | 1.09287 | 0.97323 |
| 9 | 690 | 560.16 | 579.167 | 0.967182 | 1.23179 |
| 10 | 600 | 683.521 | 576.667 | 1.1853 | 0.877808 |
| 11 | 570 | 604.203 | 574.583 | 1.05155 | 0.943391 |
| 12 | 710 | 805.354 | 570 | 1.4129 | 0.8816 |
| 13 | 600 | 634.982 | 566.25 | 1.12138 | 0.944909 |
| 14 | 450 | 466.584 | 563.75 | 0.827644 | 0.964456 |
| 15 | 530 | 447.248 | 556.25 | 0.804041 | 1.18502 |
| 16 | 400 | 346.682 | 553.75 | 0.626062 | 1.1538 |
| 17 | 560 | 504.678 | 558.75 | 0.903227 | 1.10962 |
| 18 | 460 | 490.662 | 563.75 | 0.870354 | 0.937509 |
| 19 | 610 | 641.259 | 563.75 | 1.13749 | 0.951254 |
| 20 | 550 | 614.286 | 562.083 | 1.09287 | 0.895349 |
| 21 | 580 | 543.234 | 561.667 | 0.967182 | 1.06768 |
| 22 | 650 | 663.272 | 559.583 | 1.1853 | 0.979991 |
| 23 | 640 | 585.801 | 557.083 | 1.05155 | 1.09252 |
| 24 | 760 | 782.394 | 553.75 | 1.4129 | 0.971377 |
| 25 | 550 | 617.227 | 550.417 | 1.12138 | 0.891082 |
| 26 | 460 | 454.515 | 549.167 | 0.827644 | 1.01207 |
| 27 | 510 | 438.538 | 545.417 | 0.804041 | 1.16296 |
| 28 | 370 | 340.421 | 543.75 | 0.626062 | 1.08689 |
| 29 | 530 | 492.635 | 545.417 | 0.903227 | 1.07585 |
| 30 | 410 | 472.892 | 543.333 | 0.870354 | 0.867005 |
| 31 | 580 | 615.665 | 541.25 | 1.13749 | 0.94207 |
| 32 | 550 | 592.884 | 542.5 | 1.09287 | 0.927669 |
| 33 | 490 | 523.89 | 541.667 | 0.967182 | 0.93531 |
| 34 | 700 | 639.072 | 539.167 | 1.1853 | 1.09534 |
| 35 | 630 | 565.208 | 537.5 | 1.05155 | 1.11463 |
| 36 | 720 | 758.846 | 537.083 | 1.4129 | 0.948809 |
| 37 | 540 | 604.611 | 539.167 | 1.12138 | 0.893136 |
| 38 | 500 | 447.962 | 541.25 | 0.827644 | 1.11617 |
| 39 | 450 | 436.528 | 542.917 | 0.804041 | 1.03086 |
| 40 | 370 | 339.378 | 542.083 | 0.626062 | 1.09023 |
| 41 | 490 | 488.119 | 540.417 | 0.903227 | 1.00385 |
| 42 | 440 | 472.892 | 543.333 | 0.870354 | 0.930445 |
| 43 | 600 | 626.566 | 550.833 | 1.13749 | 0.9576 |
| 44 | 580 | 601.536 | 550.417 | 1.09287 | 0.964199 |
| 45 | 500 | 525.502 | 543.333 | 0.967182 | 0.95147 |
| 46 | 670 | 642.035 | 541.667 | 1.1853 | 1.04356 |
| 47 | 620 | 569.151 | 541.25 | 1.05155 | 1.08934 |
| 48 | 800 | 764.144 | 540.833 | 1.4129 | 1.04692 |
| 49 | 640 | 608.349 | 542.5 | 1.12138 | 1.05203 |
| 50 | 390 | 449.342 | 542.917 | 0.827644 | 0.867936 |
| 51 | 390 | 436.528 | 542.917 | 0.804041 | 0.893414 |
| 52 | 390 | 339.378 | 542.083 | 0.626062 | 1.14916 |
| 53 | 460 | 487.366 | 539.583 | 0.903227 | 0.943849 |
| 54 | 460 | 470.354 | 540.417 | 0.870354 | 0.977987 |
| 55 | 620 | 618.509 | 543.75 | 1.13749 | 1.00241 |
| 56 | 570 | 595.616 | 545 | 1.09287 | 0.956993 |
| 57 | 510 | 527.92 | 545.833 | 0.967182 | 0.966055 |
| 58 | 640 | 645.492 | 544.583 | 1.1853 | 0.991491 |
| 59 | 590 | 570.904 | 542.917 | 1.05155 | 1.03345 |
| 60 | 850 | 772.386 | 546.667 | 1.4129 | 1.10049 |
| 61 | 670 | 619.563 | 552.5 | 1.12138 | 1.08141 |
| 62 | 390 | 462.791 | 559.167 | 0.827644 | 0.842713 |
| 63 | 410 | 453.948 | 564.583 | 0.804041 | 0.903186 |
| 64 | 340 | 353.986 | 565.417 | 0.626062 | 0.96049 |
| 65 | 470 | 509.194 | 563.75 | 0.903227 | 0.923027 |
| 66 | 540 | 487.761 | 560.417 | 0.870354 | 1.1071 |
| 67 | 680 | 632.254 | 555.833 | 1.13749 | 1.07552 |
| 68 | 670 | 609.277 | 557.5 | 1.09287 | 1.09966 |
| 69 | 540 | 544.443 | 562.917 | 0.967182 | 0.991839 |
| 70 | 630 | 668.21 | 563.75 | 1.1853 | 0.942817 |
| 71 | 560 | 593.249 | 564.167 | 1.05155 | 0.943954 |
| 72 | 800 | 801.233 | 567.083 | 1.4129 | 0.998461 |
| 73 | 610 | 638.72 | 569.583 | 1.12138 | 0.955035 |
| 74 | 490 | 471.067 | 569.167 | 0.827644 | 1.04019 |
| 75 | 440 | 454.953 | 565.833 | 0.804041 | 0.967132 |
| 76 | 330 | 354.247 | 565.833 | 0.626062 | 0.931554 |
| 77 | 490 | 512.581 | 567.5 | 0.903227 | 0.955946 |
| 78 | 590 | 494.288 | 567.917 | 0.870354 | 1.19364 |
| 79 | 690 | 651.212 | 572.5 | 1.13749 | 1.05956 |
| 80 | 650 | 629.768 | 576.25 | 1.09287 | 1.03213 |
| 81 | 480 | 558.548 | 577.5 | 0.967182 | 0.859371 |
| 82 | 690 | 684.508 | 577.5 | 1.1853 | 1.00802 |
| 83 | 540 | 606.394 | 576.667 | 1.05155 | 0.89051 |
| 84 | 830 | 807.709 | 571.667 | 1.4129 | 1.0276 |
| 85 | 690 | 636.384 | 567.5 | 1.12138 | 1.08425 |
| 86 | 500 | 472.447 | 570.833 | 0.827644 | 1.05832 |
| 87 | 460 | 462.994 | 575.833 | 0.804041 | 0.993534 |
| 88 | 310 | 362.333 | 578.75 | 0.626062 | 0.855565 |
| 89 | 490 | 522.366 | 578.333 | 0.903227 | 0.93804 |
| 90 | 470 | 501.904 | 576.667 | 0.870354 | 0.936434 |
| 91 | 710 | 655.003 | 575.833 | 1.13749 | 1.08396 |
| 92 | 710 | 629.768 | 576.25 | 1.09287 | 1.1274 |
| 93 | 540 | 554.921 | 573.75 | 0.967182 | 0.973112 |
| 94 | 700 | 674.631 | 569.167 | 1.1853 | 1.0376 |
| 95 | 520 | 598.507 | 569.167 | 1.05155 | 0.868828 |
| 96 | 810 | 808.886 | 572.5 | 1.4129 | 1.00138 |
| 97 | 690 | 641.991 | 572.5 | 1.12138 | 1.07478 |
| 98 | 510 | 474.516 | 573.333 | 0.827644 | 1.07478 |
| 99 | 390 | 463.999 | 577.083 | 0.804041 | 0.840519 |
| 100 | 270 | 360.507 | 575.833 | 0.626062 | 0.748944 |
| 101 | 530 | 516.345 | 571.667 | 0.903227 | 1.02645 |
| 102 | 510 | 496.827 | 570.833 | 0.870354 | 1.02651 |
| 103 | 670 | NA | NA | 1.13749 | NA |
| 104 | 770 | NA | NA | 1.09287 | NA |
| 105 | 570 | NA | NA | 0.967182 | NA |
| 106 | 640 | NA | NA | 1.1853 | NA |
| 107 | 480 | NA | NA | 1.05155 | NA |
| 108 | 830 | NA | NA | 1.4129 | NA |
