Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 92.61 | NA | NA | 0.55916 | NA |
2 | 92.19 | NA | NA | 0.188993 | NA |
3 | 92.68 | NA | NA | 0.35066 | NA |
4 | 92.66 | NA | NA | 0.14041 | NA |
5 | 92.77 | NA | NA | 0.238826 | NA |
6 | 92.21 | NA | NA | 0.0274097 | NA |
7 | 92.58 | 92.6397 | 93.1112 | -0.471507 | -0.0597431 |
8 | 91.9 | 92.4412 | 93.2896 | -0.848424 | -0.54116 |
9 | 93.81 | 93.284 | 93.5154 | -0.231424 | 0.526007 |
10 | 94.05 | 93.9069 | 93.7696 | 0.137326 | 0.14309 |
11 | 94.51 | 94.087 | 94.035 | 0.0519931 | 0.423007 |
12 | 94.49 | 94.1849 | 94.3283 | -0.143424 | 0.30509 |
13 | 94.36 | 95.1842 | 94.625 | 0.55916 | -0.82416 |
14 | 94.72 | 95.1223 | 94.9333 | 0.188993 | -0.402326 |
15 | 95.57 | 95.594 | 95.2433 | 0.35066 | -0.0239931 |
16 | 95.87 | 95.6712 | 95.5308 | 0.14041 | 0.198757 |
17 | 95.93 | 96.088 | 95.8492 | 0.238826 | -0.157993 |
18 | 96.09 | 96.1953 | 96.1679 | 0.0274097 | -0.105326 |
19 | 95.82 | 96.0343 | 96.5058 | -0.471507 | -0.214326 |
20 | 96.06 | 96.0216 | 96.87 | -0.848424 | 0.0384236 |
21 | 97.09 | 97.0023 | 97.2337 | -0.231424 | 0.0876736 |
22 | 97.67 | 97.7073 | 97.57 | 0.137326 | -0.0373264 |
23 | 98.53 | 97.9349 | 97.8829 | 0.0519931 | 0.59509 |
24 | 98.12 | 98.0453 | 98.1887 | -0.143424 | 0.0746736 |
25 | 98.84 | 99.0571 | 98.4979 | 0.55916 | -0.217076 |
26 | 98.98 | 98.9986 | 98.8096 | 0.188993 | -0.0185764 |
27 | 100.04 | 99.4357 | 99.085 | 0.35066 | 0.60434 |
28 | 99.47 | 99.5125 | 99.3721 | 0.14041 | -0.0424931 |
29 | 99.84 | 99.8709 | 99.6321 | 0.238826 | -0.0309097 |
30 | 99.52 | 99.8957 | 99.8683 | 0.0274097 | -0.375743 |
31 | 99.81 | 99.6552 | 100.127 | -0.471507 | 0.15484 |
32 | 99.55 | 99.5212 | 100.37 | -0.848424 | 0.0288403 |
33 | 100.21 | 100.331 | 100.562 | -0.231424 | -0.12066 |
34 | 101.44 | 100.887 | 100.75 | 0.137326 | 0.55309 |
35 | 101 | 101.003 | 100.951 | 0.0519931 | -0.00324306 |
36 | 101.32 | 100.992 | 101.135 | -0.143424 | 0.328424 |
37 | 101.84 | 101.867 | 101.308 | 0.55916 | -0.0274931 |
38 | 101.81 | 101.674 | 101.485 | 0.188993 | 0.136007 |
39 | 101.83 | 102.02 | 101.669 | 0.35066 | -0.189826 |
40 | 102.18 | 101.949 | 101.809 | 0.14041 | 0.23084 |
41 | 101.97 | 102.168 | 101.93 | 0.238826 | -0.19841 |
42 | 101.8 | 102.089 | 102.062 | 0.0274097 | -0.289493 |
43 | 101.69 | 101.701 | 102.173 | -0.471507 | -0.0114097 |
44 | 101.91 | 101.42 | 102.268 | -0.848424 | 0.49009 |
45 | 102.27 | 102.116 | 102.348 | -0.231424 | 0.153507 |
46 | 102.73 | 102.552 | 102.415 | 0.137326 | 0.177674 |
47 | 102.61 | 102.577 | 102.525 | 0.0519931 | 0.0325903 |
48 | 102.89 | 102.539 | 102.683 | -0.143424 | 0.350507 |
49 | 102.93 | 103.41 | 102.851 | 0.55916 | -0.479993 |
50 | 103.01 | 103.192 | 103.003 | 0.188993 | -0.182326 |
51 | 102.54 | 103.493 | 103.142 | 0.35066 | -0.95316 |
52 | 103.08 | 103.427 | 103.287 | 0.14041 | -0.347493 |
53 | 103.72 | 103.683 | 103.444 | 0.238826 | 0.0374236 |
54 | 103.83 | 103.631 | 103.603 | 0.0274097 | 0.199257 |
55 | 103.69 | 103.437 | 103.909 | -0.471507 | 0.252757 |
56 | 103.57 | 103.464 | 104.312 | -0.848424 | 0.105924 |
57 | 103.95 | 104.474 | 104.706 | -0.231424 | -0.52441 |
58 | 104.52 | 105.234 | 105.097 | 0.137326 | -0.71441 |
59 | 104.58 | 105.505 | 105.453 | 0.0519931 | -0.925326 |
60 | 104.75 | 105.687 | 105.83 | -0.143424 | -0.936576 |
61 | 108.4 | 106.729 | 106.17 | 0.55916 | 1.67084 |
62 | 107.23 | 106.641 | 106.452 | 0.188993 | 0.58934 |
63 | 107.76 | 107.075 | 106.725 | 0.35066 | 0.684757 |
64 | 107.25 | 107.167 | 107.027 | 0.14041 | 0.0825069 |
65 | 108.1 | 107.628 | 107.389 | 0.238826 | 0.472007 |
66 | 108.49 | 107.797 | 107.769 | 0.0274097 | 0.693424 |
67 | 107.19 | NA | NA | -0.471507 | NA |
68 | 106.83 | NA | NA | -0.848424 | NA |
69 | 107.24 | NA | NA | -0.231424 | NA |
70 | 108.49 | NA | NA | 0.137326 | NA |
71 | 109.3 | NA | NA | 0.0519931 | NA |
72 | 109.15 | NA | NA | -0.143424 | NA |