| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 31.1 | NA | NA | -0.0692129629629638 | NA |
| 2 | 31.8 | NA | NA | -0.533101851851852 | NA |
| 3 | 32.5 | NA | NA | -0.192824074074073 | NA |
| 4 | 34.4 | NA | NA | -0.581018518518513 | NA |
| 5 | 35.5 | NA | NA | -0.583101851851852 | NA |
| 6 | 35.5 | NA | NA | -0.869212962962964 | NA |
| 7 | 36.6 | 37.3703703703704 | 36.3625 | 1.00787037037037 | -0.770370370370365 |
| 8 | 37.1 | 38.0481481481481 | 37.2291666666667 | 0.818981481481483 | -0.948148148148142 |
| 9 | 37.9 | 38.4155092592593 | 38.1541666666667 | 0.26134259259259 | -0.515509259259254 |
| 10 | 38.1 | 39.1293981481481 | 39.1458333333333 | -0.0164351851851854 | -1.02939814814814 |
| 11 | 39 | 40.5231481481481 | 40.0875 | 0.435648148148149 | -1.52314814814814 |
| 12 | 41.5 | 41.3502314814815 | 41.0291666666667 | 0.321064814814816 | 0.14976851851852 |
| 13 | 41.8 | 41.9099537037037 | 41.9791666666667 | -0.0692129629629638 | -0.109953703703702 |
| 14 | 41.9 | 42.4127314814815 | 42.9458333333333 | -0.533101851851852 | -0.512731481481474 |
| 15 | 44.6 | 43.7321759259259 | 43.925 | -0.192824074074073 | 0.867824074074079 |
| 16 | 46.1 | 44.2856481481481 | 44.8666666666667 | -0.581018518518513 | 1.81435185185185 |
| 17 | 46.4 | 45.1877314814815 | 45.7708333333333 | -0.583101851851852 | 1.21226851851851 |
| 18 | 47.2 | 45.6974537037037 | 46.5666666666667 | -0.869212962962964 | 1.50254629629629 |
| 19 | 47.7 | 48.3537037037037 | 47.3458333333333 | 1.00787037037037 | -0.653703703703705 |
| 20 | 49.2 | 49.0314814814815 | 48.2125 | 0.818981481481483 | 0.168518518518518 |
| 21 | 49.3 | 49.2780092592593 | 49.0166666666667 | 0.26134259259259 | 0.0219907407407405 |
| 22 | 49.3 | 49.6668981481481 | 49.6833333333333 | -0.0164351851851854 | -0.366898148148145 |
| 23 | 49.5 | 50.7314814814815 | 50.2958333333333 | 0.435648148148149 | -1.23148148148147 |
| 24 | 50.1 | 51.1918981481482 | 50.8708333333333 | 0.321064814814816 | -1.09189814814815 |
| 25 | 51.9 | 51.330787037037 | 51.4 | -0.0692129629629638 | 0.569212962962965 |
| 26 | 52.6 | 51.3293981481481 | 51.8625 | -0.533101851851852 | 1.27060185185186 |
| 27 | 53.2 | 52.1030092592593 | 52.2958333333333 | -0.192824074074073 | 1.09699074074074 |
| 28 | 53.5 | 52.1981481481482 | 52.7791666666667 | -0.581018518518513 | 1.30185185185184 |
| 29 | 53.7 | 52.7168981481481 | 53.3 | -0.583101851851852 | 0.983101851851856 |
| 30 | 53.7 | 52.9766203703704 | 53.8458333333333 | -0.869212962962964 | 0.723379629629633 |
| 31 | 53.9 | 55.4037037037037 | 54.3958333333333 | 1.00787037037037 | -1.50370370370371 |
| 32 | 54.1 | 55.7648148148148 | 54.9458333333333 | 0.818981481481483 | -1.66481481481481 |
| 33 | 54.8 | 55.7821759259259 | 55.5208333333333 | 0.26134259259259 | -0.982175925925937 |
| 34 | 55.4 | 56.0918981481481 | 56.1083333333333 | -0.0164351851851854 | -0.691898148148141 |
| 35 | 55.9 | 57.1314814814815 | 56.6958333333333 | 0.435648148148149 | -1.23148148148147 |
| 36 | 56.8 | 57.6168981481481 | 57.2958333333333 | 0.321064814814816 | -0.816898148148141 |
| 37 | 58.4 | 57.830787037037 | 57.9 | -0.0692129629629638 | 0.569212962962972 |
| 38 | 59.3 | 57.9668981481481 | 58.5 | -0.533101851851852 | 1.33310185185186 |
| 39 | 60.3 | 58.8821759259259 | 59.075 | -0.192824074074073 | 1.41782407407408 |
| 40 | 60.5 | 59.0231481481481 | 59.6041666666667 | -0.581018518518513 | 1.47685185185185 |
| 41 | 60.8 | 59.6085648148148 | 60.1916666666667 | -0.583101851851852 | 1.19143518518519 |
| 42 | 61 | 59.9516203703704 | 60.8208333333333 | -0.869212962962964 | 1.04837962962964 |
| 43 | 61.1 | 62.3578703703704 | 61.35 | 1.00787037037037 | -1.25787037037036 |
| 44 | 61.3 | 62.6023148148148 | 61.7833333333333 | 0.818981481481483 | -1.30231481481481 |
| 45 | 61.4 | 62.4196759259259 | 62.1583333333333 | 0.26134259259259 | -1.01967592592592 |
| 46 | 61.5 | 62.4835648148148 | 62.5 | -0.0164351851851854 | -0.983564814814812 |
| 47 | 63.9 | 63.3148148148148 | 62.8791666666667 | 0.435648148148149 | 0.585185185185182 |
| 48 | 63.9 | 63.6543981481482 | 63.3333333333333 | 0.321064814814816 | 0.245601851851845 |
| 49 | 64 | 63.8224537037037 | 63.8916666666667 | -0.0692129629629638 | 0.177546296296292 |
| 50 | 64.1 | 64.0043981481482 | 64.5375 | -0.533101851851852 | 0.0956018518518391 |
| 51 | 64.5 | 65.0155092592593 | 65.2083333333333 | -0.192824074074073 | -0.515509259259275 |
| 52 | 64.5 | 65.3314814814815 | 65.9125 | -0.581018518518513 | -0.831481481481489 |
| 53 | 65.9 | 65.9710648148148 | 66.5541666666667 | -0.583101851851852 | -0.0710648148148181 |
| 54 | 66.8 | 66.2474537037037 | 67.1166666666667 | -0.869212962962964 | 0.552546296296299 |
| 55 | 68.7 | 68.687037037037 | 67.6791666666667 | 1.00787037037037 | 0.0129629629629591 |
| 56 | 69.2 | 69.0648148148148 | 68.2458333333333 | 0.818981481481483 | 0.135185185185193 |
| 57 | 69.6 | 69.1113425925926 | 68.85 | 0.26134259259259 | 0.488657407407416 |
| 58 | 70.2 | 69.5335648148148 | 69.55 | -0.0164351851851854 | 0.666435185185208 |
| 59 | 70.6 | 70.8481481481482 | 70.4125 | 0.435648148148149 | -0.248148148148161 |
| 60 | 70.7 | 71.7502314814815 | 71.4291666666667 | 0.321064814814816 | -1.05023148148148 |
| 61 | 70.7 | 72.8516203703704 | 72.9208333333333 | -0.0692129629629638 | -2.15162037037035 |
| 62 | 71 | 74.3585648148148 | 74.8916666666667 | -0.533101851851852 | -3.3585648148148 |
| 63 | 72.1 | 76.7446759259259 | 76.9375 | -0.192824074074073 | -4.64467592592592 |
| 64 | 73.7 | 78.5148148148148 | 79.0958333333333 | -0.581018518518513 | -4.8148148148148 |
| 65 | 77.4 | 80.9377314814815 | 81.5208333333333 | -0.583101851851852 | -3.53773148148147 |
| 66 | 79.7 | 83.293287037037 | 84.1625 | -0.869212962962964 | -3.59328703703704 |
| 67 | 91.6 | 87.8662037037037 | 86.8583333333333 | 1.00787037037037 | 3.73379629629629 |
| 68 | 93.6 | 90.4273148148148 | 89.6083333333333 | 0.818981481481483 | 3.17268518518519 |
| 69 | 94.3 | 92.7321759259259 | 92.4708333333333 | 0.26134259259259 | 1.5678240740741 |
| 70 | 97.3 | 95.3335648148148 | 95.35 | -0.0164351851851854 | 1.96643518518518 |
| 71 | 101.7 | 98.4898148148148 | 98.0541666666666 | 0.435648148148149 | 3.21018518518521 |
| 72 | 103 | 100.875231481481 | 100.554166666667 | 0.321064814814816 | 2.12476851851852 |
| 73 | 103.1 | 102.593287037037 | 102.6625 | -0.0692129629629638 | 0.506712962962965 |
| 74 | 104.6 | 103.866898148148 | 104.4 | -0.533101851851852 | 0.733101851851856 |
| 75 | 107.2 | 105.861342592593 | 106.054166666667 | -0.192824074074073 | 1.33865740740742 |
| 76 | 107.7 | 107.085648148148 | 107.666666666667 | -0.581018518518513 | 0.614351851851879 |
| 77 | 108.3 | 108.516898148148 | 109.1 | -0.583101851851852 | -0.216898148148147 |
| 78 | 108.8 | 109.472453703704 | 110.341666666667 | -0.869212962962964 | -0.672453703703709 |
| 79 | 113.1 | NA | NA | 1.00787037037037 | NA |
| 80 | 113.8 | NA | NA | 0.818981481481483 | NA |
| 81 | 113.8 | NA | NA | 0.26134259259259 | NA |
| 82 | 116.5 | NA | NA | -0.0164351851851854 | NA |
| 83 | 116.9 | NA | NA | 0.435648148148149 | NA |
| 84 | 117.6 | NA | NA | 0.321064814814816 | NA |
