| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 13.193 | NA | NA | -1.6781015625 | NA |
| 2 | 15.234 | NA | NA | 0.726768229166667 | NA |
| 3 | 14.718 | 15.0575234375 | 15.1205 | -0.0629765625000006 | -0.339523437499999 |
| 4 | 16.961 | 16.3090598958333 | 15.29475 | 1.01430989583333 | 0.651940104166668 |
| 5 | 13.945 | 13.8853984375 | 15.5635 | -1.6781015625 | 0.0596015624999993 |
| 6 | 15.876 | 16.6481432291667 | 15.921375 | 0.726768229166667 | -0.772143229166668 |
| 7 | 16.226 | 16.3781484375 | 16.441125 | -0.0629765625000006 | -0.152148437499999 |
| 8 | 18.316 | 18.0593098958333 | 17.045 | 1.01430989583333 | 0.256690104166665 |
| 9 | 16.748 | 15.7432734375 | 17.421375 | -1.6781015625 | 1.0047265625 |
| 10 | 17.904 | 18.3502682291667 | 17.6235 | 0.726768229166667 | -0.446268229166666 |
| 11 | 17.209 | 17.6993984375 | 17.762375 | -0.0629765625000006 | -0.490398437499998 |
| 12 | 18.95 | 18.9370598958333 | 17.92275 | 1.01430989583333 | 0.0129401041666668 |
| 13 | 17.225 | 16.3487734375 | 18.026875 | -1.6781015625 | 0.876226562500001 |
| 14 | 18.71 | 18.7241432291667 | 17.997375 | 0.726768229166667 | -0.0141432291666668 |
| 15 | 17.236 | 17.9458984375 | 18.008875 | -0.0629765625000006 | -0.709898437499998 |
| 16 | 18.687 | 19.1748098958333 | 18.1605 | 1.01430989583333 | -0.487809895833333 |
| 17 | 17.58 | 16.6077734375 | 18.285875 | -1.6781015625 | 0.972226562500001 |
| 18 | 19.568 | 19.1423932291667 | 18.415625 | 0.726768229166667 | 0.425606770833333 |
| 19 | 17.381 | 18.4242734375 | 18.48725 | -0.0629765625000006 | -1.0432734375 |
| 20 | 19.58 | 19.3481848958333 | 18.333875 | 1.01430989583333 | 0.231815104166664 |
| 21 | 17.26 | 16.3270234375 | 18.005125 | -1.6781015625 | 0.932976562500002 |
| 22 | 18.661 | 18.4032682291667 | 17.6765 | 0.726768229166667 | 0.257731770833338 |
| 23 | 15.658 | 17.3312734375 | 17.39425 | -0.0629765625000006 | -1.6732734375 |
| 24 | 18.674 | 18.0913098958333 | 17.077 | 1.01430989583333 | 0.58269010416667 |
| 25 | 15.908 | 15.5090234375 | 17.187125 | -1.6781015625 | 0.3989765625 |
| 26 | 17.475 | 18.2832682291667 | 17.5565 | 0.726768229166667 | -0.808268229166664 |
| 27 | 17.725 | 17.6620234375 | 17.725 | -0.0629765625000006 | 0.0629765625000012 |
| 28 | 19.562 | 19.0568098958333 | 18.0425 | 1.01430989583333 | 0.505190104166669 |
| 29 | 16.368 | 16.6266484375 | 18.30475 | -1.6781015625 | -0.2586484375 |
| 30 | 19.555 | 19.0718932291667 | 18.345125 | 0.726768229166667 | 0.483106770833334 |
| 31 | 17.743 | 18.2371484375 | 18.300125 | -0.0629765625000006 | -0.494148437500002 |
| 32 | 19.867 | 19.2024348958333 | 18.188125 | 1.01430989583333 | 0.66456510416667 |
| 33 | 15.703 | 16.5335234375 | 18.211625 | -1.6781015625 | -0.830523437500002 |
| 34 | 19.324 | 18.8916432291667 | 18.164875 | 0.726768229166667 | 0.432356770833337 |
| 35 | 18.162 | 17.9552734375 | 18.01825 | -0.0629765625000006 | 0.206726562499998 |
| 36 | 19.074 | 19.0325598958333 | 18.01825 | 1.01430989583333 | 0.0414401041666679 |
| 37 | 15.323 | 16.4142734375 | 18.092375 | -1.6781015625 | -1.0912734375 |
| 38 | 19.704 | 18.7555182291667 | 18.02875 | 0.726768229166667 | 0.948481770833332 |
| 39 | 18.375 | 17.7010234375 | 17.764 | -0.0629765625000006 | 0.673976562500002 |
| 40 | 18.352 | 18.3651848958333 | 17.350875 | 1.01430989583333 | -0.0131848958333336 |
| 41 | 13.927 | 15.2323984375 | 16.9105 | -1.6781015625 | -1.3053984375 |
| 42 | 17.795 | 17.5042682291667 | 16.7775 | 0.726768229166667 | 0.290731770833336 |
| 43 | 16.761 | 17.0722734375 | 17.13525 | -0.0629765625000006 | -0.311273437499999 |
| 44 | 18.902 | 18.6089348958333 | 17.594625 | 1.01430989583333 | 0.293065104166669 |
| 45 | 16.239 | 16.2766484375 | 17.95475 | -1.6781015625 | -0.0376484374999997 |
| 46 | 19.158 | 18.4707682291667 | 17.744 | 0.726768229166667 | 0.687231770833336 |
| 47 | 18.279 | 17.2805234375 | 17.3435 | -0.0629765625000006 | 0.998476562499999 |
| 48 | 15.698 | 18.2669348958333 | 17.252625 | 1.01430989583333 | -2.56893489583333 |
| 49 | 16.239 | 15.5005234375 | 17.178625 | -1.6781015625 | 0.7384765625 |
| 50 | 18.431 | 18.4351432291667 | 17.708375 | 0.726768229166667 | -0.00414322916666876 |
| 51 | 18.414 | 18.0027734375 | 18.06575 | -0.0629765625000006 | 0.411226562500001 |
| 52 | 19.801 | 18.9589348958333 | 17.944625 | 1.01430989583333 | 0.842065104166664 |
| 53 | 14.995 | 16.2781484375 | 17.95625 | -1.6781015625 | -1.2831484375 |
| 54 | 18.706 | 18.6112682291667 | 17.8845 | 0.726768229166667 | 0.0947317708333344 |
| 55 | 18.232 | 17.9310234375 | 17.994 | -0.0629765625000006 | 0.300976562500001 |
| 56 | 19.409 | 19.2056848958333 | 18.191375 | 1.01430989583333 | 0.203315104166666 |
| 57 | 16.263 | 16.8103984375 | 18.4885 | -1.6781015625 | -0.547398437499997 |
| 58 | 19.017 | 19.5337682291667 | 18.807 | 0.726768229166667 | -0.516768229166665 |
| 59 | 20.298 | 18.6717734375 | 18.73475 | -0.0629765625000006 | 1.6262265625 |
| 60 | 19.891 | 19.4700598958333 | 18.45575 | 1.01430989583333 | 0.420940104166668 |
| 61 | 15.203 | 16.2816484375 | 17.95975 | -1.6781015625 | -1.0786484375 |
| 62 | 17.845 | 18.1671432291667 | 17.440375 | 0.726768229166667 | -0.322143229166667 |
| 63 | 17.502 | 17.2742734375 | 17.33725 | -0.0629765625000006 | 0.227726562499999 |
| 64 | 18.532 | 18.4089348958333 | 17.394625 | 1.01430989583333 | 0.12306510416667 |
| 65 | 15.737 | 15.6723984375 | 17.3505 | -1.6781015625 | 0.0646015624999983 |
| 66 | 17.77 | 17.9261432291667 | 17.199375 | 0.726768229166667 | -0.156143229166666 |
| 67 | 17.224 | 16.9203984375 | 16.983375 | -0.0629765625000006 | 0.303601562500003 |
| 68 | 17.601 | 17.9901848958333 | 16.975875 | 1.01430989583333 | -0.389184895833335 |
| 69 | 14.94 | 15.4412734375 | 17.119375 | -1.6781015625 | -0.5012734375 |
| 70 | 18.507 | 18.1213932291667 | 17.394625 | 0.726768229166667 | 0.385606770833334 |
| 71 | 17.635 | 17.6503984375 | 17.713375 | -0.0629765625000006 | -0.0153984374999965 |
| 72 | 19.392 | 18.7168098958333 | 17.7025 | 1.01430989583333 | 0.675190104166667 |
| 73 | 15.699 | 15.9946484375 | 17.67275 | -1.6781015625 | -0.295648437499999 |
| 74 | 17.661 | 18.5068932291667 | 17.780125 | 0.726768229166667 | -0.845893229166663 |
| 75 | 18.243 | 17.7573984375 | 17.820375 | -0.0629765625000006 | 0.485601562499998 |
| 76 | 19.643 | 18.8039348958333 | 17.789625 | 1.01430989583333 | 0.839065104166668 |
| 77 | 15.77 | 15.9451484375 | 17.62325 | -1.6781015625 | -0.175148437499999 |
| 78 | 17.344 | 17.9331432291667 | 17.206375 | 0.726768229166667 | -0.589143229166666 |
| 79 | 17.229 | 16.9010234375 | 16.964 | -0.0629765625000006 | 0.327976562500002 |
| 80 | 17.322 | 18.0979348958333 | 17.083625 | 1.01430989583333 | -0.77593489583333 |
| 81 | 16.152 | 15.4385234375 | 17.116625 | -1.6781015625 | 0.713476562500002 |
| 82 | 17.919 | 17.9035182291667 | 17.17675 | 0.726768229166667 | 0.0154817708333326 |
| 83 | 16.918 | 17.2322734375 | 17.29525 | -0.0629765625000006 | -0.314273437500002 |
| 84 | 18.114 | 18.3090598958333 | 17.29475 | 1.01430989583333 | -0.195059895833332 |
| 85 | 16.308 | 15.4845234375 | 17.162625 | -1.6781015625 | 0.823476562499998 |
| 86 | 17.759 | 17.7570182291667 | 17.03025 | 0.726768229166667 | 0.00198177083333562 |
| 87 | 16.021 | 16.9027734375 | 16.96575 | -0.0629765625000006 | -0.881773437499998 |
| 88 | 17.952 | 17.9361848958333 | 16.921875 | 1.01430989583333 | 0.0158151041666699 |
| 89 | 15.954 | 15.3177734375 | 16.995875 | -1.6781015625 | 0.636226562500003 |
| 90 | 17.762 | 17.7711432291667 | 17.044375 | 0.726768229166667 | -0.00914322916666777 |
| 91 | 16.61 | 16.8942734375 | 16.95725 | -0.0629765625000006 | -0.284273437500001 |
| 92 | 17.751 | 17.9525598958333 | 16.93825 | 1.01430989583333 | -0.201559895833331 |
| 93 | 15.458 | 15.2256484375 | 16.90375 | -1.6781015625 | 0.232351562499996 |
| 94 | 18.106 | 17.2527682291667 | 16.526 | 0.726768229166667 | 0.853231770833336 |
| 95 | 15.99 | 15.8786484375 | 15.941625 | -0.0629765625000006 | 0.111351562499999 |
| 96 | 15.349 | 16.3346848958333 | 15.320375 | 1.01430989583333 | -0.985684895833334 |
| 97 | 13.185 | 13.3072734375 | 14.985375 | -1.6781015625 | -0.122273437500001 |
| 98 | 15.409 | 15.8747682291667 | 15.148 | 0.726768229166667 | -0.465768229166668 |
| 99 | 16.007 | 15.4473984375 | 15.510375 | -0.0629765625000006 | 0.559601562500001 |
| 100 | 16.633 | 16.7971848958333 | 15.782875 | 1.01430989583333 | -0.164184895833335 |
| 101 | 14.8 | NA | 15.81425 | NA | NA |
| 102 | 15.974 | NA | NA | NA | NA |
| 103 | 15.693 | NA | NA | NA | NA |
