| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 71.4 | NA | NA | -5.55764 | NA |
| 2 | 75.8 | NA | NA | -3.78181 | NA |
| 3 | 79.2 | NA | NA | 2.29653 | NA |
| 4 | 84.4 | NA | NA | 5.83403 | NA |
| 5 | 84.4 | NA | NA | 4.62653 | NA |
| 6 | 87.2 | NA | NA | 5.01069 | NA |
| 7 | 92.4 | 99.5149 | 91.4 | 8.11486 | -7.11486 |
| 8 | 88.5 | 97.5799 | 94.7625 | 2.81736 | -9.07986 |
| 9 | 94.8 | 97.8232 | 98.4083 | -0.585139 | -3.02319 |
| 10 | 100.9 | 97.3974 | 102.312 | -4.91514 | 3.50264 |
| 11 | 110 | 101.392 | 106.85 | -5.45847 | 8.60847 |
| 12 | 107.9 | 103.865 | 112.267 | -8.40181 | 4.03514 |
| 13 | 111.2 | 112.263 | 117.821 | -5.55764 | -1.06319 |
| 14 | 116.7 | 118.781 | 122.562 | -3.78181 | -2.08069 |
| 15 | 125.8 | 127.992 | 125.696 | 2.29653 | -2.19236 |
| 16 | 131.5 | 132.142 | 126.308 | 5.83403 | -0.642361 |
| 17 | 146.2 | 128.76 | 124.133 | 4.62653 | 17.4401 |
| 18 | 155.4 | 125.327 | 120.317 | 5.01069 | 30.0726 |
| 19 | 157.5 | 124.102 | 115.988 | 8.11486 | 33.3976 |
| 20 | 137.2 | 114.097 | 111.279 | 2.81736 | 23.1035 |
| 21 | 121.3 | 105.461 | 106.046 | -0.585139 | 15.8393 |
| 22 | 89.1 | 95.6224 | 100.538 | -4.91514 | -6.52236 |
| 23 | 69.6 | 89.2499 | 94.7083 | -5.45847 | -19.6499 |
| 24 | 56.7 | 80.3149 | 88.7167 | -8.40181 | -23.6149 |
| 25 | 58.5 | 76.9965 | 82.5542 | -5.55764 | -18.4965 |
| 26 | 56.4 | 73.5265 | 77.3083 | -3.78181 | -17.1265 |
| 27 | 60.5 | 76.0424 | 73.7458 | 2.29653 | -15.5424 |
| 28 | 64.6 | 78.1215 | 72.2875 | 5.83403 | -13.5215 |
| 29 | 73.2 | 78.039 | 73.4125 | 4.62653 | -4.83903 |
| 30 | 84.6 | 80.994 | 75.9833 | 5.01069 | 3.60597 |
| 31 | 80.4 | 87.2024 | 79.0875 | 8.11486 | -6.80236 |
| 32 | 88.4 | 85.0215 | 82.2042 | 2.81736 | 3.37847 |
| 33 | 84.6 | 84.7232 | 85.3083 | -0.585139 | -0.123194 |
| 34 | 90.8 | 83.6515 | 88.5667 | -4.91514 | 7.14847 |
| 35 | 94.9 | 85.7249 | 91.1833 | -5.45847 | 9.17514 |
| 36 | 93.1 | 84.119 | 92.5208 | -8.40181 | 8.98097 |
| 37 | 96.6 | 87.9882 | 93.5458 | -5.55764 | 8.61181 |
| 38 | 93.1 | 90.7474 | 94.5292 | -3.78181 | 2.35264 |
| 39 | 98.3 | 97.7507 | 95.4542 | 2.29653 | 0.549306 |
| 40 | 105 | 102.417 | 96.5833 | 5.83403 | 2.58264 |
| 41 | 95.6 | 102.314 | 97.6875 | 4.62653 | -6.71403 |
| 42 | 94.3 | 104.119 | 99.1083 | 5.01069 | -9.81903 |
| 43 | 95.3 | 109.027 | 100.912 | 8.11486 | -13.7274 |
| 44 | 97.1 | 105.942 | 103.125 | 2.81736 | -8.84236 |
| 45 | 98.1 | 105.327 | 105.912 | -0.585139 | -7.22736 |
| 46 | 104.4 | 104.052 | 108.967 | -4.91514 | 0.348472 |
| 47 | 107.8 | 106.658 | 112.117 | -5.45847 | 1.14181 |
| 48 | 114.3 | 106.836 | 115.238 | -8.40181 | 7.46431 |
| 49 | 118.7 | 112.788 | 118.346 | -5.55764 | 5.91181 |
| 50 | 124.1 | 117.343 | 121.125 | -3.78181 | 6.75681 |
| 51 | 134.2 | 125.792 | 123.496 | 2.29653 | 8.40764 |
| 52 | 142.4 | 131.263 | 125.429 | 5.83403 | 11.1368 |
| 53 | 133.8 | 131.602 | 126.975 | 4.62653 | 2.19847 |
| 54 | 131 | 133.207 | 128.196 | 5.01069 | -2.20653 |
| 55 | 133.2 | 137.136 | 129.021 | 8.11486 | -3.93569 |
| 56 | 125.9 | 132.642 | 129.825 | 2.81736 | -6.74236 |
| 57 | 126.2 | 129.848 | 130.433 | -0.585139 | -3.64819 |
| 58 | 122.7 | 125.36 | 130.275 | -4.91514 | -2.65986 |
| 59 | 126.6 | 124.058 | 129.517 | -5.45847 | 2.54181 |
| 60 | 124.8 | 119.848 | 128.25 | -8.40181 | 4.95181 |
| 61 | 128 | 121.147 | 126.704 | -5.55764 | 6.85347 |
| 62 | 134.1 | 122.185 | 125.967 | -3.78181 | 11.9151 |
| 63 | 138.8 | 128.205 | 125.908 | 2.29653 | 10.5951 |
| 64 | 134 | 131.738 | 125.904 | 5.83403 | 2.26181 |
| 65 | 124 | 130.268 | 125.642 | 4.62653 | -6.26819 |
| 66 | 110.4 | 130.236 | 125.225 | 5.01069 | -19.8357 |
| 67 | 116.7 | NA | NA | 8.11486 | NA |
| 68 | 124.7 | NA | NA | 2.81736 | NA |
| 69 | 126 | NA | NA | -0.585139 | NA |
| 70 | 122.8 | NA | NA | -4.91514 | NA |
| 71 | 120.2 | NA | NA | -5.45847 | NA |
| 72 | 121.2 | NA | NA | -8.40181 | NA |
