| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 2.7 | NA | NA | 0.0501157 | NA |
| 2 | 3 | NA | NA | 0.174421 | NA |
| 3 | -0.3 | NA | NA | 0.180671 | NA |
| 4 | 1.1 | NA | NA | -0.00543981 | NA |
| 5 | 1.7 | NA | NA | -0.294329 | NA |
| 6 | 1.6 | NA | NA | -0.0137731 | NA |
| 7 | 3 | 3.41053 | 3.4 | 0.0105324 | -0.410532 |
| 8 | 3.3 | 3.35637 | 3.5875 | -0.231134 | -0.0563657 |
| 9 | 6.7 | 3.77928 | 3.80833 | -0.0290509 | 2.92072 |
| 10 | 5.6 | 4.18623 | 4.1625 | 0.0237269 | 1.41377 |
| 11 | 6 | 4.38762 | 4.35 | 0.0376157 | 1.61238 |
| 12 | 4.8 | 4.51331 | 4.41667 | 0.0966435 | 0.28669 |
| 13 | 5.9 | 4.55845 | 4.50833 | 0.0501157 | 1.34155 |
| 14 | 4.3 | 4.64109 | 4.46667 | 0.174421 | -0.341088 |
| 15 | 3.7 | 4.32234 | 4.14167 | 0.180671 | -0.622338 |
| 16 | 5.6 | 3.73206 | 3.7375 | -0.00543981 | 1.86794 |
| 17 | 1.7 | 3.10984 | 3.40417 | -0.294329 | -1.40984 |
| 18 | 3.2 | 3.11539 | 3.12917 | -0.0137731 | 0.0846065 |
| 19 | 3.6 | 2.8647 | 2.85417 | 0.0105324 | 0.735301 |
| 20 | 1.7 | 2.30637 | 2.5375 | -0.231134 | -0.606366 |
| 21 | 0.5 | 2.32095 | 2.35 | -0.0290509 | -1.82095 |
| 22 | 2.1 | 2.14873 | 2.125 | 0.0237269 | -0.0487269 |
| 23 | 1.5 | 2.12095 | 2.08333 | 0.0376157 | -0.620949 |
| 24 | 2.7 | 2.31748 | 2.22083 | 0.0966435 | 0.382523 |
| 25 | 1.4 | 2.31678 | 2.26667 | 0.0501157 | -0.916782 |
| 26 | 1.2 | 2.56609 | 2.39167 | 0.174421 | -1.36609 |
| 27 | 2.3 | 2.789 | 2.60833 | 0.180671 | -0.489005 |
| 28 | 1.6 | 2.76539 | 2.77083 | -0.00543981 | -1.16539 |
| 29 | 4.7 | 2.51817 | 2.8125 | -0.294329 | 2.18183 |
| 30 | 3.5 | 2.78206 | 2.79583 | -0.0137731 | 0.71794 |
| 31 | 4.4 | 2.89803 | 2.8875 | 0.0105324 | 1.50197 |
| 32 | 3.9 | 2.89803 | 3.12917 | -0.231134 | 1.00197 |
| 33 | 3.5 | 3.27928 | 3.30833 | -0.0290509 | 0.220718 |
| 34 | 3 | 3.39039 | 3.36667 | 0.0237269 | -0.390394 |
| 35 | 1.6 | 3.24178 | 3.20417 | 0.0376157 | -1.64178 |
| 36 | 2.2 | 2.96748 | 2.87083 | 0.0966435 | -0.767477 |
| 37 | 4.1 | 2.47095 | 2.42083 | 0.0501157 | 1.62905 |
| 38 | 4.3 | 2.07859 | 1.90417 | 0.174421 | 2.22141 |
| 39 | 3.5 | 1.63067 | 1.45 | 0.180671 | 1.86933 |
| 40 | 1.8 | 1.02789 | 1.03333 | -0.00543981 | 0.772106 |
| 41 | 0.6 | 0.451505 | 0.745833 | -0.294329 | 0.148495 |
| 42 | -0.4 | 0.498727 | 0.5125 | -0.0137731 | -0.898727 |
| 43 | -2.5 | 0.227199 | 0.216667 | 0.0105324 | -2.7272 |
| 44 | -1.6 | -0.297801 | -0.0666667 | -0.231134 | -1.3022 |
| 45 | -1.9 | -0.229051 | -0.2 | -0.0290509 | -1.67095 |
| 46 | -1.6 | -0.159606 | -0.183333 | 0.0237269 | -1.44039 |
| 47 | -0.7 | -0.0623843 | -0.1 | 0.0376157 | -0.637616 |
| 48 | -1.1 | 0.234144 | 0.1375 | 0.0966435 | -1.33414 |
| 49 | 0.3 | 0.645949 | 0.595833 | 0.0501157 | -0.345949 |
| 50 | 1.3 | 1.32025 | 1.14583 | 0.174421 | -0.0202546 |
| 51 | 3.3 | 1.91817 | 1.7375 | 0.180671 | 1.38183 |
| 52 | 2.4 | 2.31956 | 2.325 | -0.00543981 | 0.0804398 |
| 53 | 2 | 2.50984 | 2.80417 | -0.294329 | -0.509838 |
| 54 | 3.9 | 3.26956 | 3.28333 | -0.0137731 | 0.63044 |
| 55 | 4.2 | 3.63553 | 3.625 | 0.0105324 | 0.564468 |
| 56 | 4.9 | 3.49803 | 3.72917 | -0.231134 | 1.40197 |
| 57 | 5.8 | 3.55428 | 3.58333 | -0.0290509 | 2.24572 |
| 58 | 4.8 | 3.33623 | 3.3125 | 0.0237269 | 1.46377 |
| 59 | 4.4 | 3.15012 | 3.1125 | 0.0376157 | 1.24988 |
| 60 | 5.3 | 2.93831 | 2.84167 | 0.0966435 | 2.36169 |
| 61 | 2.1 | 2.57928 | 2.52917 | 0.0501157 | -0.479282 |
| 62 | 2 | 2.33692 | 2.1625 | 0.174421 | -0.336921 |
| 63 | -0.9 | 1.81817 | 1.6375 | 0.180671 | -2.71817 |
| 64 | 0.1 | 1.11539 | 1.12083 | -0.00543981 | -1.01539 |
| 65 | -0.5 | 0.472338 | 0.766667 | -0.294329 | -0.972338 |
| 66 | -0.1 | 0.40706 | 0.420833 | -0.0137731 | -0.50706 |
| 67 | 0.7 | 0.152199 | 0.141667 | 0.0105324 | 0.547801 |
| 68 | -0.4 | -0.172801 | 0.0583333 | -0.231134 | -0.227199 |
| 69 | -1.5 | 0.183449 | 0.2125 | -0.0290509 | -1.68345 |
| 70 | -0.3 | 0.486227 | 0.4625 | 0.0237269 | -0.786227 |
| 71 | 1 | 0.750116 | 0.7125 | 0.0376157 | 0.249884 |
| 72 | 0.4 | 1.11748 | 1.02083 | 0.0966435 | -0.717477 |
| 73 | 0.3 | 1.31678 | 1.26667 | 0.0501157 | -1.01678 |
| 74 | 1.8 | 1.74525 | 1.57083 | 0.174421 | 0.0547454 |
| 75 | 3 | 2.20984 | 2.02917 | 0.180671 | 0.790162 |
| 76 | 2.2 | 2.52789 | 2.53333 | -0.00543981 | -0.327894 |
| 77 | 3.4 | 2.6265 | 2.92083 | -0.294329 | 0.773495 |
| 78 | 3.4 | 3.21539 | 3.22917 | -0.0137731 | 0.184606 |
| 79 | 3.1 | NA | NA | 0.0105324 | NA |
| 80 | 4.5 | NA | NA | -0.231134 | NA |
| 81 | 4.6 | NA | NA | -0.0290509 | NA |
| 82 | 5.7 | NA | NA | 0.0237269 | NA |
| 83 | 4.3 | NA | NA | 0.0376157 | NA |
| 84 | 4.5 | NA | NA | 0.0966435 | NA |
