Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 3.43 | NA | NA | 0.0163079 | NA |
2 | 3.43 | NA | NA | 0.0071412 | NA |
3 | 3.43 | NA | NA | -0.00237269 | NA |
4 | 3.43 | NA | NA | -0.0120949 | NA |
5 | 3.43 | NA | NA | -0.0216088 | NA |
6 | 3.43 | NA | NA | -0.0310532 | NA |
7 | 3.43 | 3.42547 | 3.46417 | -0.0386921 | 0.00452546 |
8 | 3.43 | 3.42797 | 3.4725 | -0.0445255 | 0.00202546 |
9 | 3.5 | 3.50714 | 3.48083 | 0.0263079 | -0.0071412 |
10 | 3.52 | 3.52964 | 3.48917 | 0.0404745 | -0.0096412 |
11 | 3.53 | 3.53214 | 3.4975 | 0.0346412 | -0.0021412 |
12 | 3.53 | 3.53131 | 3.50583 | 0.0254745 | -0.00130787 |
13 | 3.53 | 3.53047 | 3.51417 | 0.0163079 | -0.000474537 |
14 | 3.53 | 3.52964 | 3.5225 | 0.0071412 | 0.000358796 |
15 | 3.53 | 3.52763 | 3.53 | -0.00237269 | 0.00237269 |
16 | 3.53 | 3.52374 | 3.53583 | -0.0120949 | 0.00626157 |
17 | 3.53 | 3.51922 | 3.54083 | -0.0216088 | 0.0107755 |
18 | 3.53 | 3.51478 | 3.54583 | -0.0310532 | 0.0152199 |
19 | 3.53 | 3.51214 | 3.55083 | -0.0386921 | 0.0178588 |
20 | 3.53 | 3.51131 | 3.55583 | -0.0445255 | 0.0186921 |
21 | 3.58 | 3.58714 | 3.56083 | 0.0263079 | -0.0071412 |
22 | 3.58 | 3.60631 | 3.56583 | 0.0404745 | -0.0263079 |
23 | 3.59 | 3.60547 | 3.57083 | 0.0346412 | -0.0154745 |
24 | 3.59 | 3.60131 | 3.57583 | 0.0254745 | -0.0113079 |
25 | 3.59 | 3.59714 | 3.58083 | 0.0163079 | -0.0071412 |
26 | 3.59 | 3.59381 | 3.58667 | 0.0071412 | -0.00380787 |
27 | 3.59 | 3.59304 | 3.59542 | -0.00237269 | -0.00304398 |
28 | 3.59 | 3.59916 | 3.61125 | -0.0120949 | -0.00915509 |
29 | 3.59 | 3.61006 | 3.63167 | -0.0216088 | -0.0200579 |
30 | 3.59 | 3.62061 | 3.65167 | -0.0310532 | -0.0306134 |
31 | 3.59 | 3.63297 | 3.67167 | -0.0386921 | -0.0429745 |
32 | 3.61 | 3.64714 | 3.69167 | -0.0445255 | -0.0371412 |
33 | 3.71 | 3.73797 | 3.71167 | 0.0263079 | -0.0279745 |
34 | 3.83 | 3.77214 | 3.73167 | 0.0404745 | 0.0578588 |
35 | 3.83 | 3.78631 | 3.75167 | 0.0346412 | 0.0436921 |
36 | 3.83 | 3.79714 | 3.77167 | 0.0254745 | 0.0328588 |
37 | 3.83 | 3.80797 | 3.79167 | 0.0163079 | 0.0220255 |
38 | 3.83 | 3.81797 | 3.81083 | 0.0071412 | 0.0120255 |
39 | 3.83 | 3.82638 | 3.82875 | -0.00237269 | 0.00362269 |
40 | 3.83 | 3.82916 | 3.84125 | -0.0120949 | 0.000844907 |
41 | 3.83 | 3.82714 | 3.84875 | -0.0216088 | 0.0028588 |
42 | 3.83 | 3.8252 | 3.85625 | -0.0310532 | 0.00480324 |
43 | 3.83 | 3.82506 | 3.86375 | -0.0386921 | 0.00494213 |
44 | 3.83 | 3.82672 | 3.87125 | -0.0445255 | 0.00327546 |
45 | 3.92 | 3.90506 | 3.87875 | 0.0263079 | 0.0149421 |
46 | 3.92 | 3.92672 | 3.88625 | 0.0404745 | -0.00672454 |
47 | 3.92 | 3.92839 | 3.89375 | 0.0346412 | -0.0083912 |
48 | 3.92 | 3.92672 | 3.90125 | 0.0254745 | -0.00672454 |
49 | 3.92 | 3.92506 | 3.90875 | 0.0163079 | -0.00505787 |
50 | 3.92 | 3.92339 | 3.91625 | 0.0071412 | -0.0033912 |
51 | 3.92 | 3.92013 | 3.9225 | -0.00237269 | -0.000127315 |
52 | 3.92 | 3.91541 | 3.9275 | -0.0120949 | 0.00459491 |
53 | 3.92 | 3.91089 | 3.9325 | -0.0216088 | 0.0091088 |
54 | 3.92 | 3.90645 | 3.9375 | -0.0310532 | 0.0135532 |
55 | 3.92 | 3.90381 | 3.9425 | -0.0386921 | 0.0161921 |
56 | 3.92 | 3.90297 | 3.9475 | -0.0445255 | 0.0170255 |
57 | 3.98 | 3.97881 | 3.9525 | 0.0263079 | 0.00119213 |
58 | 3.98 | 3.99797 | 3.9575 | 0.0404745 | -0.0179745 |
59 | 3.98 | 3.99714 | 3.9625 | 0.0346412 | -0.0171412 |
60 | 3.98 | 3.99297 | 3.9675 | 0.0254745 | -0.0129745 |
61 | 3.98 | 3.98881 | 3.9725 | 0.0163079 | -0.00880787 |
62 | 3.98 | 3.98464 | 3.9775 | 0.0071412 | -0.0046412 |
63 | 3.98 | 3.98221 | 3.98458 | -0.00237269 | -0.00221065 |
64 | 3.98 | 3.98166 | 3.99375 | -0.0120949 | -0.00165509 |
65 | 3.98 | 3.98131 | 4.00292 | -0.0216088 | -0.00130787 |
66 | 3.98 | 3.98103 | 4.01208 | -0.0310532 | -0.00103009 |
67 | 3.98 | 3.98256 | 4.02125 | -0.0386921 | -0.00255787 |
68 | 3.98 | 3.98589 | 4.03042 | -0.0445255 | -0.0058912 |
69 | 4.09 | 4.06589 | 4.03958 | 0.0263079 | 0.0241088 |
70 | 4.09 | 4.08922 | 4.04875 | 0.0404745 | 0.000775463 |
71 | 4.09 | 4.09256 | 4.05792 | 0.0346412 | -0.00255787 |
72 | 4.09 | 4.09256 | 4.06708 | 0.0254745 | -0.00255787 |
73 | 4.09 | 4.09256 | 4.07625 | 0.0163079 | -0.00255787 |
74 | 4.09 | 4.09256 | 4.08542 | 0.0071412 | -0.00255787 |
75 | 4.09 | 4.09263 | 4.095 | -0.00237269 | -0.00262731 |
76 | 4.09 | 4.09291 | 4.105 | -0.0120949 | -0.00290509 |
77 | 4.09 | 4.09339 | 4.115 | -0.0216088 | -0.0033912 |
78 | 4.09 | 4.09395 | 4.125 | -0.0310532 | -0.00394676 |
79 | 4.09 | NA | NA | -0.0386921 | NA |
80 | 4.09 | NA | NA | -0.0445255 | NA |
81 | 4.21 | NA | NA | 0.0263079 | NA |
82 | 4.21 | NA | NA | 0.0404745 | NA |
83 | 4.21 | NA | NA | 0.0346412 | NA |
84 | 4.21 | NA | NA | 0.0254745 | NA |