| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 130.678 | NA | NA | 8.5238420138889 | NA |
| 2 | 120.877 | NA | NA | 8.05986284722222 | NA |
| 3 | 137.114 | NA | NA | 27.6053767361111 | NA |
| 4 | 134.406 | NA | NA | 19.9263975694444 | NA |
| 5 | 120.262 | NA | NA | 6.70266145833333 | NA |
| 6 | 130.846 | NA | NA | 21.5605503472222 | NA |
| 7 | 120.343 | 114.979022569444 | 117.3245 | -2.34547743055556 | 5.36397743055556 |
| 8 | 98.881 | 102.629647569444 | 117.315875 | -14.6862274305556 | -3.74864756944444 |
| 9 | 115.678 | 107.923300347222 | 118.506125 | -10.5828246527778 | 7.75469965277779 |
| 10 | 120.796 | 116.135529513889 | 119.887375 | -3.75184548611111 | 4.66047048611112 |
| 11 | 94.261 | 99.729564236111 | 120.624916666667 | -20.8953524305556 | -5.46856423611109 |
| 12 | 89.151 | 81.1571197916666 | 121.274083333333 | -40.1169635416667 | 7.99388020833335 |
| 13 | 119.88 | 129.999008680556 | 121.475166666667 | 8.5238420138889 | -10.1190086805556 |
| 14 | 131.468 | 129.638821180556 | 121.578958333333 | 8.05986284722222 | 1.82917881944445 |
| 15 | 155.089 | 149.704626736111 | 122.09925 | 27.6053767361111 | 5.38437326388889 |
| 16 | 149.581 | 142.001814236111 | 122.075416666667 | 19.9263975694444 | 7.57918576388889 |
| 17 | 122.788 | 128.998911458333 | 122.29625 | 6.70266145833333 | -6.21091145833333 |
| 18 | 143.9 | 144.208008680556 | 122.647458333333 | 21.5605503472222 | -0.308008680555560 |
| 19 | 112.115 | 120.720814236111 | 123.066291666667 | -2.34547743055556 | -8.60581423611112 |
| 20 | 109.6 | 108.542439236111 | 123.228666666667 | -14.6862274305556 | 1.05756076388889 |
| 21 | 117.446 | 111.920550347222 | 122.503375 | -10.5828246527778 | 5.52544965277778 |
| 22 | 118.456 | 117.944696180556 | 121.696541666667 | -3.75184548611111 | 0.511303819444436 |
| 23 | 101.901 | 100.838689236111 | 121.734041666667 | -20.8953524305556 | 1.06231076388887 |
| 24 | 89.94 | 82.066828125 | 122.183791666667 | -40.1169635416667 | 7.873171875 |
| 25 | 129.143 | 130.896342013889 | 122.3725 | 8.5238420138889 | -1.75334201388890 |
| 26 | 126.102 | 130.724029513889 | 122.664166666667 | 8.05986284722222 | -4.62202951388886 |
| 27 | 143.048 | 150.512126736111 | 122.90675 | 27.6053767361111 | -7.4641267361111 |
| 28 | 142.258 | 142.569064236111 | 122.642666666667 | 19.9263975694444 | -0.311064236111093 |
| 29 | 131.011 | 129.332078125 | 122.629416666667 | 6.70266145833333 | 1.67892187500001 |
| 30 | 146.471 | 144.080467013889 | 122.519916666667 | 21.5605503472222 | 2.39053298611113 |
| 31 | 114.073 | 120.520022569444 | 122.8655 | -2.34547743055556 | -6.44702256944443 |
| 32 | 114.642 | 109.379230902778 | 124.065458333333 | -14.6862274305556 | 5.26276909722223 |
| 33 | 118.226 | 114.922842013889 | 125.505666666667 | -10.5828246527778 | 3.30315798611113 |
| 34 | 111.338 | 122.516321180556 | 126.268166666667 | -3.75184548611111 | -11.1783211805556 |
| 35 | 108.701 | 104.993272569444 | 125.888625 | -20.8953524305556 | 3.70772743055556 |
| 36 | 80.512 | 85.3372447916666 | 125.454208333333 | -40.1169635416667 | -4.82524479166665 |
| 37 | 146.865 | 134.047425347222 | 125.523583333333 | 8.5238420138889 | 12.8175746527778 |
| 38 | 137.179 | 133.692821180556 | 125.632958333333 | 8.05986284722222 | 3.48617881944443 |
| 39 | 166.536 | 152.939168402778 | 125.333791666667 | 27.6053767361111 | 13.5968315972222 |
| 40 | 137.07 | 145.218147569444 | 125.29175 | 19.9263975694444 | -8.14814756944443 |
| 41 | 127.09 | 132.064369791667 | 125.361708333333 | 6.70266145833333 | -4.97436979166665 |
| 42 | 139.966 | 146.845175347222 | 125.284625 | 21.5605503472222 | -6.8791753472222 |
| 43 | 122.243 | 122.467355902778 | 124.812833333333 | -2.34547743055556 | -0.224355902777774 |
| 44 | 109.097 | 109.389189236111 | 124.075416666667 | -14.6862274305556 | -0.292189236111085 |
| 45 | 116.591 | 112.692633680556 | 123.275458333333 | -10.5828246527778 | 3.89836631944446 |
| 46 | 111.964 | 118.951654513889 | 122.7035 | -3.75184548611111 | -6.98765451388888 |
| 47 | 109.754 | 102.334189236111 | 123.229541666667 | -20.8953524305556 | 7.41981076388892 |
| 48 | 77.609 | 84.3044114583333 | 124.421375 | -40.1169635416667 | -6.69541145833331 |
| 49 | 138.445 | 133.839092013889 | 125.31525 | 8.5238420138889 | 4.60590798611112 |
| 50 | 127.901 | 133.962946180556 | 125.903083333333 | 8.05986284722222 | -6.06194618055552 |
| 51 | 156.615 | 152.455626736111 | 124.85025 | 27.6053767361111 | 4.15937326388891 |
| 52 | 133.264 | 144.185689236111 | 124.259291666667 | 19.9263975694444 | -10.9216892361111 |
| 53 | 143.521 | 131.510953125 | 124.808291666667 | 6.70266145833333 | 12.0100468750000 |
| 54 | 152.139 | 146.300925347222 | 124.740375 | 21.5605503472222 | 5.83807465277778 |
| 55 | 131.523 | 122.434064236111 | 124.779541666667 | -2.34547743055556 | 9.08893576388891 |
| 56 | 113.925 | 110.767064236111 | 125.453291666667 | -14.6862274305556 | 3.15793576388893 |
| 57 | 86.495 | 115.012175347222 | 125.595 | -10.5828246527778 | -28.5171753472222 |
| 58 | 127.877 | 122.415321180556 | 126.167166666667 | -3.75184548611111 | 5.46167881944447 |
| 59 | 107.017 | 106.102147569444 | 126.9975 | -20.8953524305556 | 0.91485243055557 |
| 60 | 78.716 | 86.434453125 | 126.551416666667 | -40.1169635416667 | -7.718453125 |
| 61 | 138.278 | 134.666258680556 | 126.142416666667 | 8.5238420138889 | 3.61174131944445 |
| 62 | 144.238 | 133.610529513889 | 125.550666666667 | 8.05986284722222 | 10.6274704861111 |
| 63 | 143.679 | 154.304293402778 | 126.698916666667 | 27.6053767361111 | -10.6252934027778 |
| 64 | 159.932 | 148.128564236111 | 128.202166666667 | 19.9263975694444 | 11.8034357638889 |
| 65 | 136.781 | 134.388911458333 | 127.68625 | 6.70266145833333 | 2.39208854166668 |
| 66 | 148.173 | 149.009592013889 | 127.449041666667 | 21.5605503472222 | -0.83659201388889 |
| 67 | 125.673 | 124.690230902778 | 127.035708333333 | -2.34547743055556 | 0.982769097222246 |
| 68 | 105.573 | 110.851939236111 | 125.538166666667 | -14.6862274305556 | -5.27893923611113 |
| 69 | 122.405 | 114.211008680556 | 124.793833333333 | -10.5828246527778 | 8.19399131944445 |
| 70 | 128.045 | 120.353987847222 | 124.105833333333 | -3.75184548611111 | 7.69101215277777 |
| 71 | 94.467 | 101.944647569444 | 122.84 | -20.8953524305556 | -7.47764756944446 |
| 72 | 85.573 | 82.042453125 | 122.159416666667 | -40.1169635416667 | 3.530546875 |
| 73 | 121.501 | 130.505383680556 | 121.981541666667 | 8.5238420138889 | -9.00438368055555 |
| 74 | 125.074 | 130.174362847222 | 122.1145 | 8.05986284722222 | -5.10036284722223 |
| 75 | 144.979 | 149.871668402778 | 122.266291666667 | 27.6053767361111 | -4.89266840277774 |
| 76 | 142.12 | 141.963230902778 | 122.036833333333 | 19.9263975694444 | 0.156769097222238 |
| 77 | 124.213 | 128.950286458333 | 122.247625 | 6.70266145833333 | -4.73728645833333 |
| 78 | 144.407 | 144.453342013889 | 122.892791666667 | 21.5605503472222 | -0.0463420138888893 |
| 79 | 125.17 | NA | NA | -2.34547743055556 | NA |
| 80 | 109.267 | NA | NA | -14.6862274305556 | NA |
| 81 | 122.354 | NA | NA | -10.5828246527778 | NA |
| 82 | 122.589 | NA | NA | -3.75184548611111 | NA |
| 83 | 104.982 | NA | NA | -20.8953524305556 | NA |
| 84 | 90.542 | NA | NA | -40.1169635416667 | NA |
