| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 16.8 | NA | NA | -0.102419 | NA |
| 2 | 17.2 | NA | NA | -0.0753356 | NA |
| 3 | 17.4 | NA | NA | -0.0257523 | NA |
| 4 | 17.6 | NA | NA | -0.024919 | NA |
| 5 | 17.7 | NA | NA | 0.037581 | NA |
| 6 | 17.7 | NA | NA | 0.0609144 | NA |
| 7 | 17.6 | 17.5969 | 17.5292 | 0.0677199 | 0.00311343 |
| 8 | 17.6 | 17.6941 | 17.6167 | 0.0774421 | -0.0941088 |
| 9 | 17.5 | 17.9573 | 17.7 | 0.257303 | -0.457303 |
| 10 | 17.5 | 17.7177 | 17.7792 | -0.0614468 | -0.21772 |
| 11 | 17.6 | 17.7913 | 17.8708 | -0.0795023 | -0.191331 |
| 12 | 17.6 | 17.8684 | 18 | -0.131586 | -0.268414 |
| 13 | 17.9 | 18.0601 | 18.1625 | -0.102419 | -0.160081 |
| 14 | 18.2 | 18.2705 | 18.3458 | -0.0753356 | -0.0704977 |
| 15 | 18.4 | 18.5076 | 18.5333 | -0.0257523 | -0.107581 |
| 16 | 18.5 | 18.6834 | 18.7083 | -0.024919 | -0.183414 |
| 17 | 19 | 18.9167 | 18.8792 | 0.037581 | 0.0832523 |
| 18 | 19.5 | 19.1151 | 19.0542 | 0.0609144 | 0.384919 |
| 19 | 19.7 | 19.2844 | 19.2167 | 0.0677199 | 0.415613 |
| 20 | 19.9 | 19.4399 | 19.3625 | 0.0774421 | 0.460058 |
| 21 | 19.7 | 19.7615 | 19.5042 | 0.257303 | -0.0614699 |
| 22 | 19.5 | 19.5802 | 19.6417 | -0.0614468 | -0.0802199 |
| 23 | 19.7 | 19.6747 | 19.7542 | -0.0795023 | 0.0253356 |
| 24 | 19.7 | 19.6934 | 19.825 | -0.131586 | 0.00658565 |
| 25 | 19.7 | 19.7684 | 19.8708 | -0.102419 | -0.0684144 |
| 26 | 19.9 | 19.833 | 19.9083 | -0.0753356 | 0.0670023 |
| 27 | 20.1 | 19.9451 | 19.9708 | -0.0257523 | 0.154919 |
| 28 | 20.1 | 20.0584 | 20.0833 | -0.024919 | 0.0415856 |
| 29 | 20.1 | 20.2501 | 20.2125 | 0.037581 | -0.150081 |
| 30 | 20.1 | 20.4026 | 20.3417 | 0.0609144 | -0.302581 |
| 31 | 20.2 | 20.5552 | 20.4875 | 0.0677199 | -0.35522 |
| 32 | 20.3 | 20.7191 | 20.6417 | 0.0774421 | -0.419109 |
| 33 | 20.8 | 21.0448 | 20.7875 | 0.257303 | -0.244803 |
| 34 | 21.1 | 20.8761 | 20.9375 | -0.0614468 | 0.223947 |
| 35 | 21.2 | 21.0122 | 21.0917 | -0.0795023 | 0.187836 |
| 36 | 21.3 | 21.1101 | 21.2417 | -0.131586 | 0.189919 |
| 37 | 21.6 | 21.2892 | 21.3917 | -0.102419 | 0.310752 |
| 38 | 21.7 | 21.4663 | 21.5417 | -0.0753356 | 0.233669 |
| 39 | 21.8 | 21.5992 | 21.625 | -0.0257523 | 0.200752 |
| 40 | 22 | 21.5501 | 21.575 | -0.024919 | 0.449919 |
| 41 | 21.9 | 21.4959 | 21.4583 | 0.037581 | 0.404086 |
| 42 | 21.9 | 21.4026 | 21.3417 | 0.0609144 | 0.497419 |
| 43 | 22 | 21.2761 | 21.2083 | 0.0677199 | 0.723947 |
| 44 | 22.1 | 21.1399 | 21.0625 | 0.0774421 | 0.960058 |
| 45 | 21 | 21.1823 | 20.925 | 0.257303 | -0.182303 |
| 46 | 19.7 | 20.7261 | 20.7875 | -0.0614468 | -1.02605 |
| 47 | 19.8 | 20.5872 | 20.6667 | -0.0795023 | -0.787164 |
| 48 | 19.9 | 20.4434 | 20.575 | -0.131586 | -0.543414 |
| 49 | 19.8 | 20.3892 | 20.4917 | -0.102419 | -0.589248 |
| 50 | 20 | 20.3372 | 20.4125 | -0.0753356 | -0.337164 |
| 51 | 20.2 | 20.4617 | 20.4875 | -0.0257523 | -0.261748 |
| 52 | 20.3 | 20.7417 | 20.7667 | -0.024919 | -0.441748 |
| 53 | 20.7 | 21.1334 | 21.0958 | 0.037581 | -0.433414 |
| 54 | 20.9 | 21.4817 | 21.4208 | 0.0609144 | -0.581748 |
| 55 | 21 | 21.8261 | 21.7583 | 0.0677199 | -0.826053 |
| 56 | 21.2 | 22.1774 | 22.1 | 0.0774421 | -0.977442 |
| 57 | 23.7 | 22.6865 | 22.4292 | 0.257303 | 1.01353 |
| 58 | 23.7 | 22.6969 | 22.7583 | -0.0614468 | 1.00311 |
| 59 | 23.7 | 22.9997 | 23.0792 | -0.0795023 | 0.700336 |
| 60 | 23.8 | 23.2476 | 23.3792 | -0.131586 | 0.552419 |
| 61 | 24 | 23.5684 | 23.6708 | -0.102419 | 0.431586 |
| 62 | 24 | 23.883 | 23.9583 | -0.0753356 | 0.117002 |
| 63 | 24.1 | 24.1159 | 24.1417 | -0.0257523 | -0.0159144 |
| 64 | 24.3 | 24.1959 | 24.2208 | -0.024919 | 0.104086 |
| 65 | 24.4 | 24.3334 | 24.2958 | 0.037581 | 0.0665856 |
| 66 | 24.4 | 24.4276 | 24.3667 | 0.0609144 | -0.027581 |
| 67 | 24.5 | 24.4969 | 24.4292 | 0.0677199 | 0.00311343 |
| 68 | 24.6 | 24.5649 | 24.4875 | 0.0774421 | 0.0350579 |
| 69 | 24.7 | 24.8031 | 24.5458 | 0.257303 | -0.103137 |
| 70 | 24.6 | 24.5386 | 24.6 | -0.0614468 | 0.0614468 |
| 71 | 24.6 | 24.5705 | 24.65 | -0.0795023 | 0.0295023 |
| 72 | 24.6 | 24.5726 | 24.7042 | -0.131586 | 0.027419 |
| 73 | 24.7 | 24.6601 | 24.7625 | -0.102419 | 0.039919 |
| 74 | 24.7 | 24.7455 | 24.8208 | -0.0753356 | -0.0454977 |
| 75 | 24.8 | NA | NA | -0.0257523 | NA |
| 76 | 24.9 | NA | NA | -0.024919 | NA |
| 77 | 25 | NA | NA | 0.037581 | NA |
| 78 | 25.1 | NA | NA | 0.0609144 | NA |
| 79 | 25.2 | NA | NA | 0.0677199 | NA |
| 80 | 25.3 | NA | NA | 0.0774421 | NA |
