| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 1 | NA | NA | 0.0825217 | NA |
| 2 | 0.91 | NA | NA | 0.273584 | NA |
| 3 | 2.17 | NA | NA | 0.634029 | NA |
| 4 | 3.112 | NA | NA | 0.655334 | NA |
| 5 | 3.823 | NA | NA | -0.348694 | NA |
| 6 | 5.608 | NA | NA | 0.302126 | NA |
| 7 | 6.428 | 5.55879 | 6.01775 | -0.458957 | 0.869207 |
| 8 | 6.679 | 6.8054 | 7.0115 | -0.206103 | -0.126397 |
| 9 | 7.393 | 7.95775 | 8.02192 | -0.0641658 | -0.564751 |
| 10 | 7.821 | 8.73302 | 8.94808 | -0.215062 | -0.912022 |
| 11 | 9.939 | 9.66351 | 9.85329 | -0.18978 | 0.275489 |
| 12 | 11.8 | 10.3226 | 10.7874 | -0.464832 | 1.47742 |
| 13 | 12.06 | 11.7584 | 11.6759 | 0.0825217 | 0.301562 |
| 14 | 13.7 | 12.7842 | 12.5106 | 0.273584 | 0.915791 |
| 15 | 13.63 | 13.9454 | 13.3114 | 0.634029 | -0.315404 |
| 16 | 13.88 | 14.6595 | 14.0041 | 0.655334 | -0.779459 |
| 17 | 14.78 | 14.1763 | 14.525 | -0.348694 | 0.603735 |
| 18 | 17.07 | 15.0971 | 14.795 | 0.302126 | 1.97287 |
| 19 | 16.29 | 14.489 | 14.9479 | -0.458957 | 1.80104 |
| 20 | 16.85 | 14.8726 | 15.0788 | -0.206103 | 1.97735 |
| 21 | 16.44 | 15.1783 | 15.2425 | -0.0641658 | 1.26167 |
| 22 | 15.4 | 15.2758 | 15.4908 | -0.215062 | 0.124228 |
| 23 | 14.86 | 15.4815 | 15.6712 | -0.18978 | -0.62147 |
| 24 | 13.36 | 15.2523 | 15.7171 | -0.464832 | -1.89225 |
| 25 | 14.17 | 15.8025 | 15.72 | 0.0825217 | -1.63252 |
| 26 | 14.73 | 16.0023 | 15.7287 | 0.273584 | -1.27233 |
| 27 | 16.53 | 16.4044 | 15.7704 | 0.634029 | 0.125555 |
| 28 | 16.94 | 16.6478 | 15.9925 | 0.655334 | 0.292166 |
| 29 | 16.05 | 16.0755 | 16.4242 | -0.348694 | -0.0254731 |
| 30 | 16.9 | 17.2905 | 16.9883 | 0.302126 | -0.390459 |
| 31 | 16.53 | 17.2523 | 17.7112 | -0.458957 | -0.722293 |
| 32 | 16.82 | 18.2735 | 18.4796 | -0.206103 | -1.45348 |
| 33 | 17.47 | 19.0908 | 19.155 | -0.0641658 | -1.62083 |
| 34 | 19.7 | 19.5979 | 19.8129 | -0.215062 | 0.102145 |
| 35 | 20.92 | 20.2698 | 20.4596 | -0.18978 | 0.650197 |
| 36 | 20.84 | 20.5723 | 21.0371 | -0.464832 | 0.267749 |
| 37 | 24.04 | 21.6438 | 21.5612 | 0.0825217 | 2.39623 |
| 38 | 23.3 | 22.4086 | 22.135 | 0.273584 | 0.891416 |
| 39 | 24.17 | 23.4453 | 22.8112 | 0.634029 | 0.724721 |
| 40 | 25.09 | 24.0678 | 23.4125 | 0.655334 | 1.02217 |
| 41 | 23.42 | 23.4634 | 23.8121 | -0.348694 | -0.0433898 |
| 42 | 23.39 | 24.4375 | 24.1354 | 0.302126 | -1.04754 |
| 43 | 22.62 | 23.8548 | 24.3138 | -0.458957 | -1.23479 |
| 44 | 24.5 | 24.1843 | 24.3904 | -0.206103 | 0.315687 |
| 45 | 26.02 | 24.3829 | 24.4471 | -0.0641658 | 1.63708 |
| 46 | 25.58 | 24.1812 | 24.3963 | -0.215062 | 1.39881 |
| 47 | 24.63 | 24.2211 | 24.4108 | -0.18978 | 0.408947 |
| 48 | 24.89 | 24.0298 | 24.4946 | -0.464832 | 0.860249 |
| 49 | 24.27 | 24.6221 | 24.5396 | 0.0825217 | -0.352105 |
| 50 | 24.91 | NA | NA | 0.273584 | NA |
| 51 | 23.92 | NA | NA | 0.634029 | NA |
| 52 | 24.12 | NA | NA | 0.655334 | NA |
| 53 | 24.74 | NA | NA | -0.348694 | NA |
| 54 | 24.08 | NA | NA | 0.302126 | NA |
| 55 | 23.01 | NA | NA | -0.458957 | NA |
