| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | -2.5 | NA | NA | 0.898032 | NA |
| 2 | 4.4 | NA | NA | -1.94433 | NA |
| 3 | 13.7 | NA | NA | -4.20752 | NA |
| 4 | 12.3 | NA | NA | -1.94641 | NA |
| 5 | 13.4 | NA | NA | -1.04919 | NA |
| 6 | 2.2 | NA | NA | -0.0887731 | NA |
| 7 | 1.7 | 1.94248 | 2 | -0.0575231 | -0.242477 |
| 8 | -7.2 | 0.333449 | 1.40417 | -1.07072 | -7.53345 |
| 9 | -4.8 | 0.19456 | 0.0208333 | 0.173727 | -4.99456 |
| 10 | -2.9 | -0.365162 | -1.76667 | 1.4015 | -2.53484 |
| 11 | -2.4 | -1.11655 | -3.52917 | 2.41262 | -1.28345 |
| 12 | -2.5 | 0.932755 | -4.54583 | 5.47859 | -3.43275 |
| 13 | -5.3 | -3.68947 | -4.5875 | 0.898032 | -1.61053 |
| 14 | -7.1 | -5.736 | -3.79167 | -1.94433 | -1.364 |
| 15 | -8 | -6.64502 | -2.4375 | -4.20752 | -1.35498 |
| 16 | -8.9 | -3.06725 | -1.12083 | -1.94641 | -5.83275 |
| 17 | -7.7 | -0.78669 | 0.2625 | -1.04919 | -6.91331 |
| 18 | -1.1 | 1.83623 | 1.925 | -0.0887731 | -2.93623 |
| 19 | 4 | 3.47998 | 3.5375 | -0.0575231 | 0.520023 |
| 20 | 9.6 | 3.89178 | 4.9625 | -1.07072 | 5.70822 |
| 21 | 10.9 | 6.38206 | 6.20833 | 0.173727 | 4.51794 |
| 22 | 13 | 8.92234 | 7.52083 | 1.4015 | 4.07766 |
| 23 | 14.9 | 11.3918 | 8.97917 | 2.41262 | 3.50822 |
| 24 | 20.1 | 15.5661 | 10.0875 | 5.47859 | 4.53391 |
| 25 | 10.8 | 11.3814 | 10.4833 | 0.898032 | -0.581366 |
| 26 | 11 | 8.05984 | 10.0042 | -1.94433 | 2.94016 |
| 27 | 3.8 | 4.86748 | 9.075 | -4.20752 | -1.06748 |
| 28 | 10.8 | 5.86192 | 7.80833 | -1.94641 | 4.93808 |
| 29 | 7.6 | 4.98414 | 6.03333 | -1.04919 | 2.61586 |
| 30 | 10.2 | 3.51123 | 3.6 | -0.0887731 | 6.68877 |
| 31 | 2.2 | 0.93831 | 0.995833 | -0.0575231 | 1.26169 |
| 32 | -0.1 | -2.48738 | -1.41667 | -1.07072 | 2.38738 |
| 33 | -1.7 | -3.26377 | -3.4375 | 0.173727 | 1.56377 |
| 34 | -4.8 | -3.93183 | -5.33333 | 1.4015 | -0.868171 |
| 35 | -9.9 | -4.94988 | -7.3625 | 2.41262 | -4.95012 |
| 36 | -13.5 | -4.00058 | -9.47917 | 5.47859 | -9.49942 |
| 37 | -18.1 | -10.4478 | -11.3458 | 0.898032 | -7.6522 |
| 38 | -18 | -14.3735 | -12.4292 | -1.94433 | -3.6265 |
| 39 | -15.7 | -17.1284 | -12.9208 | -4.20752 | 1.42836 |
| 40 | -15.2 | -14.8631 | -12.9167 | -1.94641 | -0.336921 |
| 41 | -15.1 | -13.2575 | -12.2083 | -1.04919 | -1.84248 |
| 42 | -17.9 | -10.6179 | -10.5292 | -0.0887731 | -7.28206 |
| 43 | -14.5 | -8.09502 | -8.0375 | -0.0575231 | -6.40498 |
| 44 | -9.4 | -6.46655 | -5.39583 | -1.07072 | -2.93345 |
| 45 | -4.2 | -2.75127 | -2.925 | 0.173727 | -1.44873 |
| 46 | -2.2 | 1.13484 | -0.266667 | 1.4015 | -3.33484 |
| 47 | 4.5 | 5.27928 | 2.86667 | 2.41262 | -0.779282 |
| 48 | 12.4 | 11.9703 | 6.49167 | 5.47859 | 0.429745 |
| 49 | 15.8 | 10.9605 | 10.0625 | 0.898032 | 4.83947 |
| 50 | 11.5 | 11.1473 | 13.0917 | -1.94433 | 0.352662 |
| 51 | 14.1 | 10.905 | 15.1125 | -4.20752 | 3.19502 |
| 52 | 18.8 | 14.3244 | 16.2708 | -1.94641 | 4.47558 |
| 53 | 26.1 | 15.8758 | 16.925 | -1.04919 | 10.2242 |
| 54 | 27.9 | 16.9946 | 17.0833 | -0.0887731 | 10.9054 |
| 55 | 25.4 | 16.7175 | 16.775 | -0.0575231 | 8.68252 |
| 56 | 23.4 | 15.1334 | 16.2042 | -1.07072 | 8.26655 |
| 57 | 11.5 | 15.5779 | 15.4042 | 0.173727 | -4.07789 |
| 58 | 9.9 | 15.3557 | 13.9542 | 1.4015 | -5.45567 |
| 59 | 8.1 | 14.2209 | 11.8083 | 2.41262 | -6.12095 |
| 60 | 12.6 | 14.5911 | 9.1125 | 5.47859 | -1.99109 |
| 61 | 8.2 | 7.19803 | 6.3 | 0.898032 | 1.00197 |
| 62 | 5.4 | 1.53067 | 3.475 | -1.94433 | 3.86933 |
| 63 | 1 | -2.76586 | 1.44167 | -4.20752 | 3.76586 |
| 64 | -2.9 | -1.43391 | 0.5125 | -1.94641 | -1.46609 |
| 65 | -3.7 | -1.13252 | -0.0833333 | -1.04919 | -2.56748 |
| 66 | -7 | -0.73044 | -0.641667 | -0.0887731 | -6.26956 |
| 67 | -7.2 | -1.64086 | -1.58333 | -0.0575231 | -5.55914 |
| 68 | -11.8 | -4.16238 | -3.09167 | -1.07072 | -7.63762 |
| 69 | -2.1 | -4.79711 | -4.97083 | 0.173727 | 2.69711 |
| 70 | 1.2 | -5.1735 | -6.575 | 1.4015 | 6.3735 |
| 71 | 2.5 | -5.38322 | -7.79583 | 2.41262 | 7.88322 |
| 72 | 4.8 | -3.41725 | -8.89583 | 5.47859 | 8.21725 |
| 73 | -6.6 | -8.8603 | -9.75833 | 0.898032 | 2.2603 |
| 74 | -16 | -12.086 | -10.1417 | -1.94433 | -3.914 |
| 75 | -22.7 | -14.9909 | -10.7833 | -4.20752 | -7.70914 |
| 76 | -17.7 | -14.1797 | -12.2333 | -1.94641 | -3.52025 |
| 77 | -18.2 | -14.9409 | -13.8917 | -1.04919 | -3.25914 |
| 78 | -18.9 | -16.0513 | -15.9625 | -0.0887731 | -2.84873 |
| 79 | -16 | NA | NA | -0.0575231 | NA |
| 80 | -12.2 | NA | NA | -1.07072 | NA |
| 81 | -17.1 | NA | NA | 0.173727 | NA |
| 82 | -18.6 | NA | NA | 1.4015 | NA |
| 83 | -17.5 | NA | NA | 2.41262 | NA |
| 84 | -24.9 | NA | NA | 5.47859 | NA |
