| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 95.9 | NA | NA | -3.58014 | NA |
| 2 | 89.2 | NA | NA | -9.58097 | NA |
| 3 | 100.2 | NA | NA | 2.74819 | NA |
| 4 | 102.3 | NA | NA | 0.300694 | NA |
| 5 | 102.2 | NA | NA | 4.77486 | NA |
| 6 | 100.5 | NA | NA | 1.28236 | NA |
| 7 | 104.1 | 100.264 | 99.9375 | 0.326528 | 3.83597 |
| 8 | 94.9 | 99.3965 | 99.975 | -0.578472 | -4.49653 |
| 9 | 97.3 | 95.9382 | 100.238 | -4.29931 | 1.36181 |
| 10 | 100.3 | 100.114 | 100.629 | -0.515139 | 0.185972 |
| 11 | 98 | 99.0049 | 100.837 | -1.83264 | -1.00486 |
| 12 | 115.1 | 111.921 | 100.967 | 10.954 | 3.17931 |
| 13 | 94.4 | 97.449 | 101.029 | -3.58014 | -3.04903 |
| 14 | 91.6 | 91.569 | 101.15 | -9.58097 | 0.0309722 |
| 15 | 104.1 | 104.286 | 101.538 | 2.74819 | -0.185694 |
| 16 | 107.8 | 102.059 | 101.758 | 0.300694 | 5.74097 |
| 17 | 101.7 | 106.7 | 101.925 | 4.77486 | -4.99986 |
| 18 | 104.1 | 103.366 | 102.083 | 1.28236 | 0.734306 |
| 19 | 102 | 102.572 | 102.246 | 0.326528 | -0.572361 |
| 20 | 99.9 | 102.047 | 102.625 | -0.578472 | -2.14653 |
| 21 | 101.6 | 98.7882 | 103.088 | -4.29931 | 2.81181 |
| 22 | 101.3 | 102.527 | 103.042 | -0.515139 | -1.22653 |
| 23 | 101 | 101.247 | 103.079 | -1.83264 | -0.246528 |
| 24 | 115.9 | 114.525 | 103.571 | 10.954 | 1.37514 |
| 25 | 97.5 | 100.141 | 103.721 | -3.58014 | -2.64069 |
| 26 | 97.6 | 94.4065 | 103.988 | -9.58097 | 3.19347 |
| 27 | 109.2 | 107.052 | 104.304 | 2.74819 | 2.14764 |
| 28 | 101.6 | 104.742 | 104.442 | 0.300694 | -3.14236 |
| 29 | 108.8 | 109.562 | 104.787 | 4.77486 | -0.762361 |
| 30 | 108.8 | 106.316 | 105.033 | 1.28236 | 2.48431 |
| 31 | 100.9 | 105.652 | 105.325 | 0.326528 | -4.75153 |
| 32 | 107.4 | 104.959 | 105.537 | -0.578472 | 2.44097 |
| 33 | 101.7 | 101.397 | 105.696 | -4.29931 | 0.303472 |
| 34 | 104.5 | 105.435 | 105.95 | -0.515139 | -0.934861 |
| 35 | 106.1 | 104.405 | 106.237 | -1.83264 | 1.69514 |
| 36 | 116.7 | 117.362 | 106.408 | 10.954 | -0.662361 |
| 37 | 103.7 | 103.053 | 106.633 | -3.58014 | 0.646806 |
| 38 | 96.5 | 97.5065 | 107.087 | -9.58097 | -1.00653 |
| 39 | 114.1 | 109.919 | 107.171 | 2.74819 | 4.18097 |
| 40 | 102.8 | 107.484 | 107.183 | 0.300694 | -4.68403 |
| 41 | 114.5 | 112.083 | 107.308 | 4.77486 | 2.41681 |
| 42 | 107.2 | 108.566 | 107.283 | 1.28236 | -1.36569 |
| 43 | 107.9 | 107.652 | 107.325 | 0.326528 | 0.248472 |
| 44 | 111.3 | 106.88 | 107.458 | -0.578472 | 4.42014 |
| 45 | 99.8 | 102.98 | 107.279 | -4.29931 | -3.17986 |
| 46 | 106.7 | 106.843 | 107.358 | -0.515139 | -0.143194 |
| 47 | 106.9 | 105.901 | 107.733 | -1.83264 | 0.999306 |
| 48 | 115.3 | 118.817 | 107.863 | 10.954 | -3.51653 |
| 49 | 106.1 | 104.449 | 108.029 | -3.58014 | 1.65097 |
| 50 | 97.3 | 98.4607 | 108.042 | -9.58097 | -1.16069 |
| 51 | 109 | 110.857 | 108.108 | 2.74819 | -1.85653 |
| 52 | 109.8 | 108.776 | 108.475 | 0.300694 | 1.02431 |
| 53 | 116.5 | 113.425 | 108.65 | 4.77486 | 3.07514 |
| 54 | 108.3 | 110.132 | 108.85 | 1.28236 | -1.83236 |
| 55 | 110.8 | 109.556 | 109.229 | 0.326528 | 1.24431 |
| 56 | 108.7 | 108.913 | 109.492 | -0.578472 | -0.213194 |
| 57 | 104 | 105.292 | 109.592 | -4.29931 | -1.29236 |
| 58 | 111.3 | 109.177 | 109.692 | -0.515139 | 2.12347 |
| 59 | 106.5 | 107.938 | 109.771 | -1.83264 | -1.43819 |
| 60 | 120.5 | 120.871 | 109.917 | 10.954 | -0.370694 |
| 61 | 110 | 106.603 | 110.183 | -3.58014 | 3.39681 |
| 62 | 99.7 | 100.752 | 110.333 | -9.58097 | -1.05236 |
| 63 | 109 | 113.282 | 110.533 | 2.74819 | -4.28153 |
| 64 | 112.2 | 111.134 | 110.833 | 0.300694 | 1.06597 |
| 65 | 116 | 115.725 | 110.95 | 4.77486 | 0.275139 |
| 66 | 112.3 | 112.316 | 111.033 | 1.28236 | -0.0156944 |
| 67 | 113.2 | NA | NA | 0.326528 | NA |
| 68 | 109.9 | NA | NA | -0.578472 | NA |
| 69 | 107.6 | NA | NA | -4.29931 | NA |
| 70 | 114.9 | NA | NA | -0.515139 | NA |
| 71 | 105.7 | NA | NA | -1.83264 | NA |
| 72 | 123.3 | NA | NA | 10.954 | NA |
