| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 4 | NA | NA | 1.64024 | NA |
| 2 | 5 | NA | NA | 0.602739 | NA |
| 3 | 7 | NA | NA | 2.08607 | NA |
| 4 | 5 | NA | NA | -0.438927 | NA |
| 5 | 6 | NA | NA | -1.31532 | NA |
| 6 | 5 | NA | NA | -1.65791 | NA |
| 7 | 3 | 5.71107 | 7.375 | -1.66393 | -2.71107 |
| 8 | 7 | 6.11941 | 7.66667 | -1.54726 | 0.880594 |
| 9 | 7 | 7.56524 | 7.70833 | -0.143094 | -0.565239 |
| 10 | 11 | 6.76107 | 7.58333 | -0.822261 | 4.23893 |
| 11 | 13 | 7.90691 | 7.45833 | 0.448573 | 5.09309 |
| 12 | 13 | 10.0611 | 7.25 | 2.81107 | 2.93893 |
| 13 | 9 | 8.80691 | 7.16667 | 1.64024 | 0.193094 |
| 14 | 7 | 7.64441 | 7.04167 | 0.602739 | -0.644406 |
| 15 | 6 | 9.00274 | 6.91667 | 2.08607 | -3.00274 |
| 16 | 3 | 6.26941 | 6.70833 | -0.438927 | -3.26941 |
| 17 | 5 | 4.72635 | 6.04167 | -1.31532 | 0.27365 |
| 18 | 1 | 3.88376 | 5.54167 | -1.65791 | -2.88376 |
| 19 | 5 | 3.71107 | 5.375 | -1.66393 | 1.28893 |
| 20 | 2 | 3.74441 | 5.29167 | -1.54726 | -1.74441 |
| 21 | 9 | 5.14857 | 5.29167 | -0.143094 | 3.85143 |
| 22 | 4 | 4.38607 | 5.20833 | -0.822261 | -0.386073 |
| 23 | 4 | 5.61524 | 5.16667 | 0.448573 | -1.61524 |
| 24 | 10 | 8.18607 | 5.375 | 2.81107 | 1.81393 |
| 25 | 8 | 7.14024 | 5.5 | 1.64024 | 0.859761 |
| 26 | 6 | 6.47774 | 5.875 | 0.602739 | -0.477739 |
| 27 | 7 | 8.04441 | 5.95833 | 2.08607 | -1.04441 |
| 28 | 0 | 5.22774 | 5.66667 | -0.438927 | -5.22774 |
| 29 | 7 | 4.39302 | 5.70833 | -1.31532 | 2.60698 |
| 30 | 4 | 4.17542 | 5.83333 | -1.65791 | -0.175424 |
| 31 | 5 | 4.33607 | 6 | -1.66393 | 0.663927 |
| 32 | 11 | 4.53607 | 6.08333 | -1.54726 | 6.46393 |
| 33 | 2 | 5.89857 | 6.04167 | -0.143094 | -3.89857 |
| 34 | 4 | 5.51107 | 6.33333 | -0.822261 | -1.51107 |
| 35 | 5 | 6.94857 | 6.5 | 0.448573 | -1.94857 |
| 36 | 12 | 9.39441 | 6.58333 | 2.81107 | 2.60559 |
| 37 | 10 | 8.34857 | 6.70833 | 1.64024 | 1.65143 |
| 38 | 6 | 6.93607 | 6.33333 | 0.602739 | -0.936073 |
| 39 | 6 | 8.25274 | 6.16667 | 2.08607 | -2.25274 |
| 40 | 8 | 5.76941 | 6.20833 | -0.438927 | 2.23059 |
| 41 | 3 | 4.97635 | 6.29167 | -1.31532 | -1.97635 |
| 42 | 10 | 4.46709 | 6.125 | -1.65791 | 5.53291 |
| 43 | 2 | 4.04441 | 5.70833 | -1.66393 | -2.04441 |
| 44 | 5 | 3.82774 | 5.375 | -1.54726 | 1.17226 |
| 45 | 4 | 5.06524 | 5.20833 | -0.143094 | -1.06524 |
| 46 | 3 | 4.26107 | 5.08333 | -0.822261 | -1.26107 |
| 47 | 8 | 5.57357 | 5.125 | 0.448573 | 2.42643 |
| 48 | 5 | 8.01941 | 5.20833 | 2.81107 | -3.01941 |
| 49 | 7 | 7.05691 | 5.41667 | 1.64024 | -0.0569059 |
| 50 | 1 | 6.22774 | 5.625 | 0.602739 | -5.22774 |
| 51 | 7 | 7.66941 | 5.58333 | 2.08607 | -0.669406 |
| 52 | 4 | 5.35274 | 5.79167 | -0.438927 | -1.35274 |
| 53 | 8 | 4.72635 | 6.04167 | -1.31532 | 3.27365 |
| 54 | 7 | 4.63376 | 6.29167 | -1.65791 | 2.36624 |
| 55 | 10 | 4.79441 | 6.45833 | -1.66393 | 5.20559 |
| 56 | 2 | 5.16107 | 6.70833 | -1.54726 | -3.16107 |
| 57 | 6 | 6.94024 | 7.08333 | -0.143094 | -0.940239 |
| 58 | 6 | 6.88607 | 7.70833 | -0.822261 | -0.886073 |
| 59 | 11 | 8.65691 | 8.20833 | 0.448573 | 2.34309 |
| 60 | 8 | 10.9777 | 8.16667 | 2.81107 | -2.97774 |
| 61 | 8 | 9.72357 | 8.08333 | 1.64024 | -1.72357 |
| 62 | 6 | 8.76941 | 8.16667 | 0.602739 | -2.76941 |
| 63 | 11 | 10.4611 | 8.375 | 2.08607 | 0.538927 |
| 64 | 15 | 7.93607 | 8.375 | -0.438927 | 7.06393 |
| 65 | 9 | 6.76802 | 8.08333 | -1.31532 | 2.23198 |
| 66 | 5 | 6.21709 | 7.875 | -1.65791 | -1.21709 |
| 67 | 10 | 6.21107 | 7.875 | -1.66393 | 3.78893 |
| 68 | 4 | 6.74441 | 8.29167 | -1.54726 | -2.74441 |
| 69 | 9 | 8.52357 | 8.66667 | -0.143094 | 0.476427 |
| 70 | 3 | 7.63607 | 8.45833 | -0.822261 | -4.63607 |
| 71 | 7 | 8.57357 | 8.125 | 0.448573 | -1.57357 |
| 72 | 7 | 10.8111 | 8 | 2.81107 | -3.81107 |
| 73 | 9 | 9.47357 | 7.83333 | 1.64024 | -0.473573 |
| 74 | 15 | 8.35274 | 7.75 | 0.602739 | 6.64726 |
| 75 | 11 | 10.1277 | 8.04167 | 2.08607 | 0.872261 |
| 76 | 10 | 8.14441 | 8.58333 | -0.438927 | 1.85559 |
| 77 | 6 | 7.35135 | 8.66667 | -1.31532 | -1.35135 |
| 78 | 5 | 6.84209 | 8.5 | -1.65791 | -1.84209 |
| 79 | 6 | 7.08607 | 8.75 | -1.66393 | -1.08607 |
| 80 | 6 | 7.16107 | 8.70833 | -1.54726 | -1.16107 |
| 81 | 14 | 8.35691 | 8.5 | -0.143094 | 5.64309 |
| 82 | 11 | 7.55274 | 8.375 | -0.822261 | 3.44726 |
| 83 | 1 | 8.69857 | 8.25 | 0.448573 | -7.69857 |
| 84 | 9 | 11.0194 | 8.20833 | 2.81107 | -2.01941 |
| 85 | 13 | 9.80691 | 8.16667 | 1.64024 | 3.19309 |
| 86 | 10 | 8.85274 | 8.25 | 0.602739 | 1.14726 |
| 87 | 11 | 10.0861 | 8 | 2.08607 | 0.913927 |
| 88 | 7 | 7.06107 | 7.5 | -0.438927 | -0.0610725 |
| 89 | 6 | 6.47635 | 7.79167 | -1.31532 | -0.47635 |
| 90 | 4 | 7.05042 | 8.70833 | -1.65791 | -3.05042 |
| 91 | 6 | 7.37774 | 9.04167 | -1.66393 | -1.37774 |
| 92 | 8 | 7.53607 | 9.08333 | -1.54726 | 0.463927 |
| 93 | 6 | 9.10691 | 9.25 | -0.143094 | -3.10691 |
| 94 | 7 | 8.67774 | 9.5 | -0.822261 | -1.67774 |
| 95 | 12 | 10.2402 | 9.79167 | 0.448573 | 1.75976 |
| 96 | 20 | 12.8527 | 10.0417 | 2.81107 | 7.14726 |
| 97 | 10 | 11.9736 | 10.3333 | 1.64024 | -1.97357 |
| 98 | 14 | 10.9777 | 10.375 | 0.602739 | 3.02226 |
| 99 | 11 | 12.5444 | 10.4583 | 2.08607 | -1.54441 |
| 100 | 13 | 10.2694 | 10.7083 | -0.438927 | 2.73059 |
| 101 | 7 | 9.51802 | 10.8333 | -1.31532 | -2.51802 |
| 102 | 9 | 8.88376 | 10.5417 | -1.65791 | 0.116242 |
| 103 | 8 | 8.62774 | 10.2917 | -1.66393 | -0.627739 |
| 104 | 7 | 8.66107 | 10.2083 | -1.54726 | -1.66107 |
| 105 | 9 | 10.0652 | 10.2083 | -0.143094 | -1.06524 |
| 106 | 10 | 9.38607 | 10.2083 | -0.822261 | 0.613927 |
| 107 | 12 | 10.6152 | 10.1667 | 0.448573 | 1.38476 |
| 108 | 13 | 13.1861 | 10.375 | 2.81107 | -0.186073 |
| 109 | 11 | 12.1402 | 10.5 | 1.64024 | -1.14024 |
| 110 | 11 | 11.3527 | 10.75 | 0.602739 | -0.352739 |
| 111 | 14 | 13.2944 | 11.2083 | 2.08607 | 0.705594 |
| 112 | 10 | 11.1861 | 11.625 | -0.438927 | -1.18607 |
| 113 | 9 | 10.6014 | 11.9167 | -1.31532 | -1.60135 |
| 114 | 12 | 10.3838 | 12.0417 | -1.65791 | 1.61624 |
| 115 | 8 | 10.5861 | 12.25 | -1.66393 | -2.58607 |
| 116 | 13 | 10.9944 | 12.5417 | -1.54726 | 2.00559 |
| 117 | 14 | 12.8152 | 12.9583 | -0.143094 | 1.18476 |
| 118 | 15 | 12.4277 | 13.25 | -0.822261 | 2.57226 |
| 119 | 14 | 13.6569 | 13.2083 | 0.448573 | 0.343094 |
| 120 | 14 | 15.9777 | 13.1667 | 2.81107 | -1.97774 |
| 121 | 15 | 15.0152 | 13.375 | 1.64024 | -0.0152392 |
| 122 | 14 | 13.8944 | 13.2917 | 0.602739 | 0.105594 |
| 123 | 21 | 15.0027 | 12.9167 | 2.08607 | 5.99726 |
| 124 | 10 | 12.2694 | 12.7083 | -0.438927 | -2.26941 |
| 125 | 8 | NA | NA | -1.31532 | NA |
| 126 | 12 | NA | NA | -1.65791 | NA |
| 127 | 13 | NA | NA | -1.66393 | NA |
| 128 | 6 | NA | NA | -1.54726 | NA |
| 129 | 12 | NA | NA | -0.143094 | NA |
| 130 | 12 | NA | NA | -0.822261 | NA |
