| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 6 | NA | NA | -0.346065 | NA |
| 2 | 6 | NA | NA | 0.0914352 | NA |
| 3 | 5 | NA | NA | -0.978009 | NA |
| 4 | 5 | NA | NA | 0.292824 | NA |
| 5 | 3 | NA | NA | 0.431713 | NA |
| 6 | 5 | NA | NA | 0.0706019 | NA |
| 7 | 5 | 4.04282 | 4.91667 | -0.873843 | 0.957176 |
| 8 | 5 | 5.16088 | 4.875 | 0.28588 | -0.16088 |
| 9 | 3 | 5.39005 | 4.79167 | 0.59838 | -2.39005 |
| 10 | 6 | 5.96644 | 4.75 | 1.21644 | 0.0335648 |
| 11 | 6 | 5.14699 | 4.83333 | 0.313657 | 0.853009 |
| 12 | 4 | 3.77199 | 4.875 | -1.10301 | 0.228009 |
| 13 | 6 | 4.40394 | 4.75 | -0.346065 | 1.59606 |
| 14 | 5 | 4.6331 | 4.54167 | 0.0914352 | 0.366898 |
| 15 | 4 | 3.43866 | 4.41667 | -0.978009 | 0.561343 |
| 16 | 5 | 4.54282 | 4.25 | 0.292824 | 0.457176 |
| 17 | 5 | 4.22338 | 3.79167 | 0.431713 | 0.77662 |
| 18 | 4 | 3.40394 | 3.33333 | 0.0706019 | 0.596065 |
| 19 | 3 | 1.95949 | 2.83333 | -0.873843 | 1.04051 |
| 20 | 2 | 2.61921 | 2.33333 | 0.28588 | -0.619213 |
| 21 | 3 | 2.51505 | 1.91667 | 0.59838 | 0.484954 |
| 22 | 2 | 2.59144 | 1.375 | 1.21644 | -0.591435 |
| 23 | -1 | 1.10532 | 0.791667 | 0.313657 | -2.10532 |
| 24 | 0 | -1.01968 | 0.0833333 | -1.10301 | 1.01968 |
| 25 | -2 | -0.971065 | -0.625 | -0.346065 | -1.02894 |
| 26 | 1 | -0.991898 | -1.08333 | 0.0914352 | 1.9919 |
| 27 | -2 | -2.35301 | -1.375 | -0.978009 | 0.353009 |
| 28 | -2 | -1.49884 | -1.79167 | 0.292824 | -0.501157 |
| 29 | -2 | -1.77662 | -2.20833 | 0.431713 | -0.22338 |
| 30 | -6 | -2.47106 | -2.54167 | 0.0706019 | -3.52894 |
| 31 | -4 | -3.58218 | -2.70833 | -0.873843 | -0.417824 |
| 32 | -2 | -2.50579 | -2.79167 | 0.28588 | 0.505787 |
| 33 | 0 | -2.40162 | -3 | 0.59838 | 2.40162 |
| 34 | -5 | -1.82523 | -3.04167 | 1.21644 | -3.17477 |
| 35 | -4 | -2.56134 | -2.875 | 0.313657 | -1.43866 |
| 36 | -5 | -3.56134 | -2.45833 | -1.10301 | -1.43866 |
| 37 | -1 | -2.4294 | -2.08333 | -0.346065 | 1.4294 |
| 38 | -2 | -1.78356 | -1.875 | 0.0914352 | -0.216435 |
| 39 | -4 | -2.68634 | -1.70833 | -0.978009 | -1.31366 |
| 40 | -1 | -1.04051 | -1.33333 | 0.292824 | 0.0405093 |
| 41 | 1 | -0.27662 | -0.708333 | 0.431713 | 1.27662 |
| 42 | 1 | -0.0960648 | -0.166667 | 0.0706019 | 1.09606 |
| 43 | -2 | -0.707176 | 0.166667 | -0.873843 | -1.29282 |
| 44 | 1 | 0.619213 | 0.333333 | 0.28588 | 0.380787 |
| 45 | 1 | 1.26505 | 0.666667 | 0.59838 | -0.265046 |
| 46 | 3 | 2.2581 | 1.04167 | 1.21644 | 0.741898 |
| 47 | 3 | 1.39699 | 1.08333 | 0.313657 | 1.60301 |
| 48 | 1 | -0.103009 | 1 | -1.10301 | 1.10301 |
| 49 | 1 | 0.737269 | 1.08333 | -0.346065 | 0.262731 |
| 50 | 0 | 1.2581 | 1.16667 | 0.0914352 | -1.2581 |
| 51 | 2 | 0.188657 | 1.16667 | -0.978009 | 1.81134 |
| 52 | 2 | 1.45949 | 1.16667 | 0.292824 | 0.540509 |
| 53 | -1 | 1.55671 | 1.125 | 0.431713 | -2.55671 |
| 54 | 1 | 1.11227 | 1.04167 | 0.0706019 | -0.112269 |
| 55 | 0 | 0.0844907 | 0.958333 | -0.873843 | -0.0844907 |
| 56 | 1 | 1.32755 | 1.04167 | 0.28588 | -0.327546 |
| 57 | 1 | 1.59838 | 1 | 0.59838 | -0.59838 |
| 58 | 3 | 1.96644 | 0.75 | 1.21644 | 1.03356 |
| 59 | 2 | 1.06366 | 0.75 | 0.313657 | 0.936343 |
| 60 | 0 | -0.353009 | 0.75 | -1.10301 | 0.353009 |
| 61 | 0 | 0.237269 | 0.583333 | -0.346065 | -0.237269 |
| 62 | 3 | 0.508102 | 0.416667 | 0.0914352 | 2.4919 |
| 63 | -2 | -0.728009 | 0.25 | -0.978009 | -1.27199 |
| 64 | 0 | 0.376157 | 0.0833333 | 0.292824 | -0.376157 |
| 65 | 1 | 0.265046 | -0.166667 | 0.431713 | 0.734954 |
| 66 | -1 | -0.471065 | -0.541667 | 0.0706019 | -0.528935 |
| 67 | -2 | -1.83218 | -0.958333 | -0.873843 | -0.167824 |
| 68 | -1 | -1.25579 | -1.54167 | 0.28588 | 0.255787 |
| 69 | -1 | -1.40162 | -2 | 0.59838 | 0.40162 |
| 70 | 1 | -0.991898 | -2.20833 | 1.21644 | 1.9919 |
| 71 | -2 | -2.18634 | -2.5 | 0.313657 | 0.186343 |
| 72 | -5 | -3.76968 | -2.66667 | -1.10301 | -1.23032 |
| 73 | -5 | -3.01273 | -2.66667 | -0.346065 | -1.98727 |
| 74 | -6 | -2.65856 | -2.75 | 0.0914352 | -3.34144 |
| 75 | -4 | -3.89468 | -2.91667 | -0.978009 | -0.105324 |
| 76 | -3 | -2.87384 | -3.16667 | 0.292824 | -0.126157 |
| 77 | -3 | -3.02662 | -3.45833 | 0.431713 | 0.0266204 |
| 78 | -1 | -3.51273 | -3.58333 | 0.0706019 | 2.51273 |
| 79 | -2 | NA | NA | -0.873843 | NA |
| 80 | -3 | NA | NA | 0.28588 | NA |
| 81 | -3 | NA | NA | 0.59838 | NA |
| 82 | -3 | NA | NA | 1.21644 | NA |
| 83 | -5 | NA | NA | 0.313657 | NA |
| 84 | -5 | NA | NA | -1.10301 | NA |
