| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 37 | NA | NA | 11.4653 | NA |
| 2 | 30 | NA | NA | -0.444444 | NA |
| 3 | 47 | NA | NA | -13.3014 | NA |
| 4 | 35 | NA | NA | 1.97361 | NA |
| 5 | 30 | NA | NA | -3.05139 | NA |
| 6 | 43 | NA | NA | 2.69861 | NA |
| 7 | 82 | 64.2431 | 51.625 | 12.6181 | 17.7569 |
| 8 | 40 | 50.5625 | 53.9167 | -3.35417 | -10.5625 |
| 9 | 47 | 57.4028 | 54.7083 | 2.69444 | -10.4028 |
| 10 | 19 | 43.4514 | 56.2917 | -12.8403 | -24.4514 |
| 11 | 52 | 44.2014 | 59.7083 | -15.5069 | 7.79861 |
| 12 | 136 | 79.7153 | 62.6667 | 17.0486 | 56.2847 |
| 13 | 80 | 77.2569 | 65.7917 | 11.4653 | 2.74306 |
| 14 | 42 | 68.9722 | 69.4167 | -0.444444 | -26.9722 |
| 15 | 54 | 59.9486 | 73.25 | -13.3014 | -5.94861 |
| 16 | 66 | 79.3486 | 77.375 | 1.97361 | -13.3486 |
| 17 | 81 | 75.2819 | 78.3333 | -3.05139 | 5.71806 |
| 18 | 63 | 76.8653 | 74.1667 | 2.69861 | -13.8653 |
| 19 | 137 | 83.2431 | 70.625 | 12.6181 | 53.7569 |
| 20 | 72 | 68.6875 | 72.0417 | -3.35417 | 3.3125 |
| 21 | 107 | 76.1944 | 73.5 | 2.69444 | 30.8056 |
| 22 | 58 | 61.4097 | 74.25 | -12.8403 | -3.40972 |
| 23 | 36 | 58.1181 | 73.625 | -15.5069 | -22.1181 |
| 24 | 52 | 90.6736 | 73.625 | 17.0486 | -38.6736 |
| 25 | 79 | 84.2153 | 72.75 | 11.4653 | -5.21528 |
| 26 | 77 | 69.8056 | 70.25 | -0.444444 | 7.19444 |
| 27 | 54 | 54.7819 | 68.0833 | -13.3014 | -0.781944 |
| 28 | 84 | 67.9319 | 65.9583 | 1.97361 | 16.0681 |
| 29 | 48 | 62.4486 | 65.5 | -3.05139 | -14.4486 |
| 30 | 96 | 68.8653 | 66.1667 | 2.69861 | 27.1347 |
| 31 | 83 | 79.2847 | 66.6667 | 12.6181 | 3.71528 |
| 32 | 66 | 62.1458 | 65.5 | -3.35417 | 3.85417 |
| 33 | 61 | 66.9444 | 64.25 | 2.69444 | -5.94444 |
| 34 | 53 | 50.1181 | 62.9583 | -12.8403 | 2.88194 |
| 35 | 30 | 47.5764 | 63.0833 | -15.5069 | -17.5764 |
| 36 | 74 | 81.2153 | 64.1667 | 17.0486 | -7.21528 |
| 37 | 69 | 74.9653 | 63.5 | 11.4653 | -5.96528 |
| 38 | 59 | 63.8472 | 64.2917 | -0.444444 | -4.84722 |
| 39 | 42 | 53.4903 | 66.7917 | -13.3014 | -11.4903 |
| 40 | 65 | 70.8069 | 68.8333 | 1.97361 | -5.80694 |
| 41 | 70 | 68.8236 | 71.875 | -3.05139 | 1.17639 |
| 42 | 100 | 77.6153 | 74.9167 | 2.69861 | 22.3847 |
| 43 | 63 | 90.8681 | 78.25 | 12.6181 | -27.8681 |
| 44 | 105 | 78.6875 | 82.0417 | -3.35417 | 26.3125 |
| 45 | 82 | 87.7778 | 85.0833 | 2.69444 | -5.77778 |
| 46 | 81 | 74.1597 | 87 | -12.8403 | 6.84028 |
| 47 | 75 | 71.7014 | 87.2083 | -15.5069 | 3.29861 |
| 48 | 102 | 101.34 | 84.2917 | 17.0486 | 0.659722 |
| 49 | 121 | 91.9653 | 80.5 | 11.4653 | 29.0347 |
| 50 | 98 | 75.4722 | 75.9167 | -0.444444 | 22.5278 |
| 51 | 76 | 57.4486 | 70.75 | -13.3014 | 18.5514 |
| 52 | 77 | 68.8069 | 66.8333 | 1.97361 | 8.19306 |
| 53 | 63 | 60.0319 | 63.0833 | -3.05139 | 2.96806 |
| 54 | 37 | 62.0736 | 59.375 | 2.69861 | -25.0736 |
| 55 | 35 | 65.6597 | 53.0417 | 12.6181 | -30.6597 |
| 56 | 23 | 42.5625 | 45.9167 | -3.35417 | -19.5625 |
| 57 | 40 | 43.0694 | 40.375 | 2.69444 | -3.06944 |
| 58 | 29 | 22.6181 | 35.4583 | -12.8403 | 6.38194 |
| 59 | 37 | 16.0764 | 31.5833 | -15.5069 | 20.9236 |
| 60 | 51 | 46.0486 | 29 | 17.0486 | 4.95139 |
| 61 | 20 | 38.6736 | 27.2083 | 11.4653 | -18.6736 |
| 62 | 28 | 25.5556 | 26 | -0.444444 | 2.44444 |
| 63 | 13 | 11.2819 | 24.5833 | -13.3014 | 1.71806 |
| 64 | 22 | 25.0569 | 23.0833 | 1.97361 | -3.05694 |
| 65 | 25 | 18.3653 | 21.4167 | -3.05139 | 6.63472 |
| 66 | 13 | 21.5319 | 18.8333 | 2.69861 | -8.53194 |
| 67 | 16 | 30.2431 | 17.625 | 12.6181 | -14.2431 |
| 68 | 13 | 13.8958 | 17.25 | -3.35417 | -0.895833 |
| 69 | 16 | 19.1528 | 16.4583 | 2.69444 | -3.15278 |
| 70 | 17 | 2.78472 | 15.625 | -12.8403 | 14.2153 |
| 71 | 9 | -1.13194 | 14.375 | -15.5069 | 10.1319 |
| 72 | 17 | 30.5486 | 13.5 | 17.0486 | -13.5486 |
| 73 | 25 | 24.4653 | 13 | 11.4653 | 0.534722 |
| 74 | 14 | 11.8889 | 12.3333 | -0.444444 | 2.11111 |
| 75 | 8 | NA | NA | -13.3014 | NA |
| 76 | 7 | NA | NA | 1.97361 | NA |
| 77 | 10 | NA | NA | -3.05139 | NA |
| 78 | 7 | NA | NA | 2.69861 | NA |
| 79 | 10 | NA | NA | 12.6181 | NA |
| 80 | 3 | NA | NA | -3.35417 | NA |
