| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 107.2 | NA | NA | 0.603796 | NA |
| 2 | 107.56 | NA | NA | 0.352824 | NA |
| 3 | 107.72 | NA | NA | 0.112546 | NA |
| 4 | 108.14 | NA | NA | -0.0478704 | NA |
| 5 | 108.16 | NA | NA | -0.474329 | NA |
| 6 | 108.16 | NA | NA | -0.666343 | NA |
| 7 | 108.16 | 107.787 | 108.832 | -1.0453 | 0.372801 |
| 8 | 108.1 | 107.876 | 109.116 | -1.24016 | 0.223912 |
| 9 | 108.95 | 108.796 | 109.374 | -0.577801 | 0.154051 |
| 10 | 110.49 | 110.584 | 109.612 | 0.971921 | -0.093588 |
| 11 | 110.72 | 110.918 | 109.837 | 1.08137 | -0.198032 |
| 12 | 110.82 | 110.989 | 110.06 | 0.929352 | -0.169352 |
| 13 | 110.82 | 110.887 | 110.283 | 0.603796 | -0.0671296 |
| 14 | 110.75 | 110.865 | 110.512 | 0.352824 | -0.115324 |
| 15 | 110.71 | 110.847 | 110.735 | 0.112546 | -0.13713 |
| 16 | 110.86 | 110.873 | 110.921 | -0.0478704 | -0.0133796 |
| 17 | 110.84 | 110.626 | 111.1 | -0.474329 | 0.214329 |
| 18 | 110.84 | 110.627 | 111.294 | -0.666343 | 0.212593 |
| 19 | 110.84 | 110.443 | 111.488 | -1.0453 | 0.397384 |
| 20 | 110.92 | 110.447 | 111.687 | -1.24016 | 0.472662 |
| 21 | 111.46 | 111.323 | 111.901 | -0.577801 | 0.136968 |
| 22 | 112.46 | 113.092 | 112.12 | 0.971921 | -0.632338 |
| 23 | 113.04 | 113.43 | 112.349 | 1.08137 | -0.390116 |
| 24 | 113.15 | 113.517 | 112.588 | 0.929352 | -0.367269 |
| 25 | 113.15 | 113.431 | 112.827 | 0.603796 | -0.28088 |
| 26 | 113.21 | 113.419 | 113.067 | 0.352824 | -0.209491 |
| 27 | 113.37 | 113.466 | 113.353 | 0.112546 | -0.0958796 |
| 28 | 113.47 | 113.661 | 113.709 | -0.0478704 | -0.191296 |
| 29 | 113.71 | 113.628 | 114.102 | -0.474329 | 0.0818287 |
| 30 | 113.71 | 113.846 | 114.512 | -0.666343 | -0.135741 |
| 31 | 113.71 | 113.878 | 114.923 | -1.0453 | -0.167616 |
| 32 | 113.8 | 114.107 | 115.347 | -1.24016 | -0.307338 |
| 33 | 115.46 | 115.202 | 115.78 | -0.577801 | 0.257801 |
| 34 | 117 | 117.173 | 116.201 | 0.971921 | -0.172755 |
| 35 | 117.94 | 117.691 | 116.61 | 1.08137 | 0.249051 |
| 36 | 118.08 | 117.942 | 117.012 | 0.929352 | 0.138148 |
| 37 | 118.08 | 118.02 | 117.416 | 0.603796 | 0.0603704 |
| 38 | 118.47 | 118.168 | 117.815 | 0.352824 | 0.301759 |
| 39 | 118.49 | 118.275 | 118.162 | 0.112546 | 0.214954 |
| 40 | 118.45 | 118.446 | 118.494 | -0.0478704 | 0.00412037 |
| 41 | 118.54 | 118.371 | 118.845 | -0.474329 | 0.169329 |
| 42 | 118.55 | 118.517 | 119.183 | -0.666343 | 0.0330093 |
| 43 | 118.55 | 118.476 | 119.522 | -1.0453 | 0.0736343 |
| 44 | 118.55 | 118.599 | 119.839 | -1.24016 | -0.0490046 |
| 45 | 119.04 | 119.552 | 120.13 | -0.577801 | -0.512199 |
| 46 | 121.37 | 121.402 | 120.43 | 0.971921 | -0.0319213 |
| 47 | 122 | 121.802 | 120.72 | 1.08137 | 0.198218 |
| 48 | 122.14 | 121.919 | 120.99 | 0.929352 | 0.220648 |
| 49 | 122.14 | 121.867 | 121.263 | 0.603796 | 0.27287 |
| 50 | 122.03 | 121.917 | 121.564 | 0.352824 | 0.113009 |
| 51 | 121.91 | 122.007 | 121.894 | 0.112546 | -0.096713 |
| 52 | 122.23 | 122.204 | 122.252 | -0.0478704 | 0.025787 |
| 53 | 121.73 | 122.142 | 122.616 | -0.474329 | -0.411921 |
| 54 | 121.83 | 122.299 | 122.965 | -0.666343 | -0.469074 |
| 55 | 121.83 | 122.274 | 123.32 | -1.0453 | -0.444282 |
| 56 | 122.49 | 122.446 | 123.686 | -1.24016 | 0.0443287 |
| 57 | 123.02 | 123.504 | 124.082 | -0.577801 | -0.483866 |
| 58 | 125.98 | 125.47 | 124.498 | 0.971921 | 0.510162 |
| 59 | 126.13 | 126.001 | 124.92 | 1.08137 | 0.129051 |
| 60 | 126.39 | 126.264 | 125.335 | 0.929352 | 0.126065 |
| 61 | 126.39 | 126.344 | 125.74 | 0.603796 | 0.045787 |
| 62 | 126.57 | 126.472 | 126.119 | 0.352824 | 0.0984259 |
| 63 | 126.87 | 126.636 | 126.524 | 0.112546 | 0.233704 |
| 64 | 127.26 | 126.888 | 126.936 | -0.0478704 | 0.37162 |
| 65 | 126.82 | 126.822 | 127.297 | -0.474329 | -0.00233796 |
| 66 | 126.7 | 126.985 | 127.652 | -0.666343 | -0.285324 |
| 67 | 126.7 | 126.961 | 128.007 | -1.0453 | -0.261366 |
| 68 | 126.7 | 127.114 | 128.354 | -1.24016 | -0.414005 |
| 69 | 128.53 | 128.112 | 128.69 | -0.577801 | 0.417801 |
| 70 | 130.37 | 129.979 | 129.007 | 0.971921 | 0.390995 |
| 71 | 130.39 | 130.408 | 129.326 | 1.08137 | -0.0176157 |
| 72 | 130.65 | 130.628 | 129.698 | 0.929352 | 0.0223148 |
| 73 | 130.65 | 130.71 | 130.107 | 0.603796 | -0.060463 |
| 74 | 130.65 | 130.868 | 130.515 | 0.352824 | -0.217824 |
| 75 | 130.85 | 130.998 | 130.886 | 0.112546 | -0.14838 |
| 76 | 130.89 | 131.116 | 131.164 | -0.0478704 | -0.226296 |
| 77 | 130.85 | 130.931 | 131.405 | -0.474329 | -0.0806713 |
| 78 | 131.6 | 130.985 | 131.651 | -0.666343 | 0.615093 |
| 79 | 131.6 | NA | NA | -1.0453 | NA |
| 80 | 131.6 | NA | NA | -1.24016 | NA |
| 81 | 132.53 | NA | NA | -0.577801 | NA |
| 82 | 133.05 | NA | NA | 0.971921 | NA |
| 83 | 133.49 | NA | NA | 1.08137 | NA |
| 84 | 133.46 | NA | NA | 0.929352 | NA |
