Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 95.9 | NA | NA | 0.965507 | NA |
2 | 89.2 | NA | NA | 0.909929 | NA |
3 | 100.2 | NA | NA | 1.02628 | NA |
4 | 102.3 | NA | NA | 1.0032 | NA |
5 | 102.2 | NA | NA | 1.04421 | NA |
6 | 100.5 | NA | NA | 1.01227 | NA |
7 | 104.1 | 100.28 | 99.9375 | 1.00343 | 1.03809 |
8 | 94.9 | 99.3555 | 99.975 | 0.993803 | 0.955156 |
9 | 97.3 | 96.1855 | 100.238 | 0.959576 | 1.01159 |
10 | 100.3 | 100.123 | 100.629 | 0.994967 | 1.00177 |
11 | 98 | 99.0835 | 100.837 | 0.982605 | 0.989065 |
12 | 115.1 | 111.491 | 100.967 | 1.10423 | 1.03237 |
13 | 94.4 | 97.5444 | 101.029 | 0.965507 | 0.967764 |
14 | 91.6 | 92.0394 | 101.15 | 0.909929 | 0.995226 |
15 | 104.1 | 104.205 | 101.538 | 1.02628 | 0.998988 |
16 | 107.8 | 102.084 | 101.758 | 1.0032 | 1.056 |
17 | 101.7 | 106.431 | 101.925 | 1.04421 | 0.955549 |
18 | 104.1 | 103.336 | 102.083 | 1.01227 | 1.00739 |
19 | 102 | 102.596 | 102.246 | 1.00343 | 0.994188 |
20 | 99.9 | 101.989 | 102.625 | 0.993803 | 0.979517 |
21 | 101.6 | 98.9203 | 103.088 | 0.959576 | 1.02709 |
22 | 101.3 | 102.523 | 103.042 | 0.994967 | 0.98807 |
23 | 101 | 101.286 | 103.079 | 0.982605 | 0.997175 |
24 | 115.9 | 114.366 | 103.571 | 1.10423 | 1.01341 |
25 | 97.5 | 100.143 | 103.721 | 0.965507 | 0.973606 |
26 | 97.6 | 94.6213 | 103.988 | 0.909929 | 1.03148 |
27 | 109.2 | 107.045 | 104.304 | 1.02628 | 1.02013 |
28 | 101.6 | 104.775 | 104.442 | 1.0032 | 0.969693 |
29 | 108.8 | 109.42 | 104.787 | 1.04421 | 0.994334 |
30 | 108.8 | 106.322 | 105.033 | 1.01227 | 1.0233 |
31 | 100.9 | 105.686 | 105.325 | 1.00343 | 0.954715 |
32 | 107.4 | 104.884 | 105.537 | 0.993803 | 1.02399 |
33 | 101.7 | 101.423 | 105.696 | 0.959576 | 1.00273 |
34 | 104.5 | 105.417 | 105.95 | 0.994967 | 0.991303 |
35 | 106.1 | 104.39 | 106.237 | 0.982605 | 1.01639 |
36 | 116.7 | 117.5 | 106.408 | 1.10423 | 0.993196 |
37 | 103.7 | 102.955 | 106.633 | 0.965507 | 1.00723 |
38 | 96.5 | 97.4421 | 107.087 | 0.909929 | 0.990332 |
39 | 114.1 | 109.987 | 107.171 | 1.02628 | 1.0374 |
40 | 102.8 | 107.526 | 107.183 | 1.0032 | 0.956049 |
41 | 114.5 | 112.052 | 107.308 | 1.04421 | 1.02184 |
42 | 107.2 | 108.6 | 107.283 | 1.01227 | 0.987109 |
43 | 107.9 | 107.693 | 107.325 | 1.00343 | 1.00192 |
44 | 111.3 | 106.792 | 107.458 | 0.993803 | 1.04221 |
45 | 99.8 | 102.942 | 107.279 | 0.959576 | 0.969473 |
46 | 106.7 | 106.818 | 107.358 | 0.994967 | 0.998895 |
47 | 106.9 | 105.859 | 107.733 | 0.982605 | 1.00983 |
48 | 115.3 | 119.105 | 107.863 | 1.10423 | 0.968051 |
49 | 106.1 | 104.303 | 108.029 | 0.965507 | 1.01723 |
50 | 97.3 | 98.3103 | 108.042 | 0.909929 | 0.989724 |
51 | 109 | 110.949 | 108.108 | 1.02628 | 0.982434 |
52 | 109.8 | 108.822 | 108.475 | 1.0032 | 1.00899 |
53 | 116.5 | 113.453 | 108.65 | 1.04421 | 1.02685 |
54 | 108.3 | 110.186 | 108.85 | 1.01227 | 0.982885 |
55 | 110.8 | 109.604 | 109.229 | 1.00343 | 1.01092 |
56 | 108.7 | 108.813 | 109.492 | 0.993803 | 0.99896 |
57 | 104 | 105.162 | 109.592 | 0.959576 | 0.988955 |
58 | 111.3 | 109.14 | 109.692 | 0.994967 | 1.01979 |
59 | 106.5 | 107.861 | 109.771 | 0.982605 | 0.987378 |
60 | 120.5 | 121.374 | 109.917 | 1.10423 | 0.992803 |
61 | 110 | 106.383 | 110.183 | 0.965507 | 1.034 |
62 | 99.7 | 100.396 | 110.333 | 0.909929 | 0.993072 |
63 | 109 | 113.438 | 110.533 | 1.02628 | 0.960881 |
64 | 112.2 | 111.188 | 110.833 | 1.0032 | 1.00911 |
65 | 116 | 115.855 | 110.95 | 1.04421 | 1.00125 |
66 | 112.3 | 112.396 | 111.033 | 1.01227 | 0.999146 |
67 | 113.2 | NA | NA | 1.00343 | NA |
68 | 109.9 | NA | NA | 0.993803 | NA |
69 | 107.6 | NA | NA | 0.959576 | NA |
70 | 114.9 | NA | NA | 0.994967 | NA |
71 | 105.7 | NA | NA | 0.982605 | NA |
72 | 123.3 | NA | NA | 1.10423 | NA |