Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 90.65 | NA | NA | -0.0192622 | NA |
2 | 90.93 | NA | NA | 0.203967 | NA |
3 | 91.42 | NA | NA | 0.119071 | NA |
4 | 91.52 | NA | NA | 0.53178 | NA |
5 | 91.76 | NA | NA | 0.453655 | NA |
6 | 91.47 | NA | NA | 0.3698 | NA |
7 | 91.37 | 91.4926 | 91.5675 | -0.0748872 | -0.122613 |
8 | 91.35 | 91.3603 | 91.7304 | -0.370095 | -0.0103212 |
9 | 91.74 | 91.4803 | 91.8721 | -0.391762 | 0.259679 |
10 | 91.78 | 91.7236 | 92.0062 | -0.2827 | 0.0564497 |
11 | 91.88 | 91.9733 | 92.1642 | -0.190825 | -0.093342 |
12 | 91.99 | 92 | 92.3487 | -0.348741 | -0.0100087 |
13 | 92.55 | 92.5432 | 92.5625 | -0.0192622 | 0.00676215 |
14 | 92.94 | 92.9736 | 92.7696 | 0.203967 | -0.0335503 |
15 | 92.81 | 93.0699 | 92.9508 | 0.119071 | -0.259905 |
16 | 93.35 | 93.6643 | 93.1325 | 0.53178 | -0.31428 |
17 | 93.72 | 93.8066 | 93.3529 | 0.453655 | -0.0865712 |
18 | 93.94 | 93.9648 | 93.595 | 0.3698 | -0.0248003 |
19 | 94.03 | 93.743 | 93.8179 | -0.0748872 | 0.28697 |
20 | 93.66 | 93.6745 | 94.0446 | -0.370095 | -0.0144878 |
21 | 93.78 | 93.9066 | 94.2983 | -0.391762 | -0.126571 |
22 | 94.1 | 94.2561 | 94.5388 | -0.2827 | -0.15605 |
23 | 94.85 | 94.5642 | 94.755 | -0.190825 | 0.285825 |
24 | 94.83 | 94.6067 | 94.9554 | -0.348741 | 0.223325 |
25 | 95.06 | 95.1187 | 95.1379 | -0.0192622 | -0.0586545 |
26 | 95.87 | 95.5519 | 95.3479 | 0.203967 | 0.318116 |
27 | 95.97 | 95.7116 | 95.5925 | 0.119071 | 0.258429 |
28 | 95.96 | 96.3955 | 95.8638 | 0.53178 | -0.43553 |
29 | 96.3 | 96.5899 | 96.1362 | 0.453655 | -0.289905 |
30 | 96.17 | 96.7561 | 96.3862 | 0.3698 | -0.58605 |
31 | 96.18 | 96.5843 | 96.6592 | -0.0748872 | -0.40428 |
32 | 96.55 | 96.5778 | 96.9479 | -0.370095 | -0.0278212 |
33 | 96.76 | 96.8491 | 97.2408 | -0.391762 | -0.0890712 |
34 | 97.63 | 97.2902 | 97.5729 | -0.2827 | 0.339783 |
35 | 97.86 | 97.7508 | 97.9417 | -0.190825 | 0.109158 |
36 | 97.82 | 97.9854 | 98.3342 | -0.348741 | -0.165425 |
37 | 98.62 | 98.6932 | 98.7125 | -0.0192622 | -0.0732378 |
38 | 99.24 | 99.2361 | 99.0321 | 0.203967 | 0.00394965 |
39 | 99.63 | 99.4295 | 99.3104 | 0.119071 | 0.200512 |
40 | 100.27 | 100.073 | 99.5408 | 0.53178 | 0.197387 |
41 | 100.84 | 100.18 | 99.7267 | 0.453655 | 0.659679 |
42 | 101.05 | 100.278 | 99.9083 | 0.3698 | 0.771866 |
43 | 100.38 | 100.005 | 100.08 | -0.0748872 | 0.375304 |
44 | 100.02 | 99.832 | 100.202 | -0.370095 | 0.188012 |
45 | 99.97 | 99.8787 | 100.27 | -0.391762 | 0.0913455 |
46 | 99.95 | 100.055 | 100.337 | -0.2827 | -0.1048 |
47 | 100 | 100.166 | 100.357 | -0.190825 | -0.166259 |
48 | 100.04 | 99.9525 | 100.301 | -0.348741 | 0.0874913 |
49 | 100.51 | 100.249 | 100.269 | -0.0192622 | 0.260512 |
50 | 100.29 | 100.443 | 100.239 | 0.203967 | -0.153134 |
51 | 100.22 | 100.284 | 100.165 | 0.119071 | -0.0636545 |
52 | 101.29 | 100.602 | 100.07 | 0.53178 | 0.687804 |
53 | 100.29 | 100.438 | 99.9842 | 0.453655 | -0.147821 |
54 | 100.26 | 100.286 | 99.9158 | 0.3698 | -0.0256337 |
55 | 100.39 | NA | NA | -0.0748872 | NA |
56 | 99.3 | NA | NA | -0.370095 | NA |
57 | 98.9 | NA | NA | -0.391762 | NA |
58 | 98.76 | NA | NA | -0.2827 | NA |
59 | 99.12 | NA | NA | -0.190825 | NA |
60 | 99.28 | NA | NA | -0.348741 | NA |