| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 8.9 | NA | NA | -1.25562 | NA |
| 2 | 9.2 | NA | NA | -0.855625 | NA |
| 3 | 12.8 | NA | NA | 1.79104 | NA |
| 4 | 11.1 | NA | NA | -0.409792 | NA |
| 5 | 11.2 | NA | NA | -0.286458 | NA |
| 6 | 13.1 | NA | NA | 0.985208 | NA |
| 7 | 12.6 | 11.5869 | 11.4458 | 0.141042 | 1.01313 |
| 8 | 10 | 10.216 | 11.5833 | -1.36729 | -0.216042 |
| 9 | 12.3 | 12.2894 | 11.75 | 0.539375 | 0.010625 |
| 10 | 12.5 | 13.6619 | 11.9083 | 1.75354 | -1.16188 |
| 11 | 11.4 | 11.5544 | 11.9917 | -0.437292 | -0.154375 |
| 12 | 11.5 | 11.4435 | 12.0417 | -0.598125 | 0.0564583 |
| 13 | 10.4 | 10.8194 | 12.075 | -1.25562 | -0.419375 |
| 14 | 11 | 11.2694 | 12.125 | -0.855625 | -0.269375 |
| 15 | 15 | 14.1119 | 12.3208 | 1.79104 | 0.888125 |
| 16 | 12.7 | 12.1735 | 12.5833 | -0.409792 | 0.526458 |
| 17 | 11.6 | 12.5219 | 12.8083 | -0.286458 | -0.921875 |
| 18 | 13.9 | 14.031 | 13.0458 | 0.985208 | -0.131042 |
| 19 | 12.6 | 13.3619 | 13.2208 | 0.141042 | -0.761875 |
| 20 | 11.2 | 11.9744 | 13.3417 | -1.36729 | -0.774375 |
| 21 | 15.8 | 14.006 | 13.4667 | 0.539375 | 1.79396 |
| 22 | 15.3 | 15.2744 | 13.5208 | 1.75354 | 0.025625 |
| 23 | 14 | 13.1669 | 13.6042 | -0.437292 | 0.833125 |
| 24 | 14.6 | 13.0269 | 13.625 | -0.598125 | 1.57313 |
| 25 | 11.5 | 12.336 | 13.5917 | -1.25562 | -0.836042 |
| 26 | 12.8 | 12.7944 | 13.65 | -0.855625 | 0.005625 |
| 27 | 16.2 | 15.4077 | 13.6167 | 1.79104 | 0.792292 |
| 28 | 12.8 | 13.2319 | 13.6417 | -0.409792 | -0.431875 |
| 29 | 13.5 | 13.4385 | 13.725 | -0.286458 | 0.0614583 |
| 30 | 12.5 | 14.6727 | 13.6875 | 0.985208 | -2.17271 |
| 31 | 13.2 | 13.791 | 13.65 | 0.141042 | -0.591042 |
| 32 | 12 | 12.2452 | 13.6125 | -1.36729 | -0.245208 |
| 33 | 14.2 | 14.1227 | 13.5833 | 0.539375 | 0.0772917 |
| 34 | 17.5 | 15.2869 | 13.5333 | 1.75354 | 2.21313 |
| 35 | 13.8 | 13.0044 | 13.4417 | -0.437292 | 0.795625 |
| 36 | 13.9 | 12.931 | 13.5292 | -0.598125 | 0.968958 |
| 37 | 11.3 | 12.3652 | 13.6208 | -1.25562 | -1.06521 |
| 38 | 12.1 | 12.7277 | 13.5833 | -0.855625 | -0.627708 |
| 39 | 16.2 | 15.2869 | 13.4958 | 1.79104 | 0.913125 |
| 40 | 11.6 | 12.8485 | 13.2583 | -0.409792 | -1.24854 |
| 41 | 12.5 | 12.7594 | 13.0458 | -0.286458 | -0.259375 |
| 42 | 15.6 | 13.8269 | 12.8417 | 0.985208 | 1.77313 |
| 43 | 12.3 | 12.9619 | 12.8208 | 0.141042 | -0.661875 |
| 44 | 12 | 11.6202 | 12.9875 | -1.36729 | 0.379792 |
| 45 | 12.1 | 13.4685 | 12.9292 | 0.539375 | -1.36854 |
| 46 | 13.9 | 14.6869 | 12.9333 | 1.75354 | -0.786875 |
| 47 | 12.3 | 12.721 | 13.1583 | -0.437292 | -0.421042 |
| 48 | 10.5 | 12.706 | 13.3042 | -0.598125 | -2.20604 |
| 49 | 14.2 | 12.1944 | 13.45 | -1.25562 | 2.00563 |
| 50 | 13.2 | 12.7694 | 13.625 | -0.855625 | 0.430625 |
| 51 | 13.7 | 15.5535 | 13.7625 | 1.79104 | -1.85354 |
| 52 | 14.2 | 13.4985 | 13.9083 | -0.409792 | 0.701458 |
| 53 | 15.3 | 13.6969 | 13.9833 | -0.286458 | 1.60313 |
| 54 | 16.3 | 15.0769 | 14.0917 | 0.985208 | 1.22312 |
| 55 | 15.1 | 14.2785 | 14.1375 | 0.141042 | 0.821458 |
| 56 | 13.4 | 12.7244 | 14.0917 | -1.36729 | 0.675625 |
| 57 | 14 | 14.6935 | 14.1542 | 0.539375 | -0.693542 |
| 58 | 15.5 | 15.9702 | 14.2167 | 1.75354 | -0.470208 |
| 59 | 12.5 | 13.7335 | 14.1708 | -0.437292 | -1.23354 |
| 60 | 12.9 | 13.4727 | 14.0708 | -0.598125 | -0.572708 |
| 61 | 12.9 | 12.7652 | 14.0208 | -1.25562 | 0.134792 |
| 62 | 13.4 | 13.1194 | 13.975 | -0.855625 | 0.280625 |
| 63 | 15 | 15.9202 | 14.1292 | 1.79104 | -0.920208 |
| 64 | 14.4 | 14.1277 | 14.5375 | -0.409792 | 0.272292 |
| 65 | 14 | 14.6635 | 14.95 | -0.286458 | -0.663542 |
| 66 | 15.2 | 16.0727 | 15.0875 | 0.985208 | -0.872708 |
| 67 | 15 | NA | NA | 0.141042 | NA |
| 68 | 12.4 | NA | NA | -1.36729 | NA |
| 69 | 18.7 | NA | NA | 0.539375 | NA |
| 70 | 20.6 | NA | NA | 1.75354 | NA |
| 71 | 17.3 | NA | NA | -0.437292 | NA |
| 72 | 11.4 | NA | NA | -0.598125 | NA |
