Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 106.68 | NA | NA | 0.0241782 | NA |
2 | 109.73 | NA | NA | 0.474456 | NA |
3 | 108.06 | NA | NA | 0.634178 | NA |
4 | 111.33 | NA | NA | 0.827928 | NA |
5 | 105.66 | NA | NA | 0.100914 | NA |
6 | 103.65 | NA | NA | 0.3939 | NA |
7 | 100.34 | 102.905 | 104.777 | -1.87193 | -2.56515 |
8 | 100.56 | 102.788 | 104.512 | -1.72346 | -2.22821 |
9 | 102.67 | 104.412 | 104.202 | 0.209873 | -1.74154 |
10 | 101.5 | 104.342 | 104.025 | 0.316678 | -2.84209 |
11 | 102.35 | 103.368 | 103.887 | -0.518322 | -1.01834 |
12 | 104.98 | 105.064 | 103.932 | 1.13161 | -0.0841088 |
13 | 106.31 | 104.203 | 104.179 | 0.0241782 | 2.10666 |
14 | 103.73 | 104.989 | 104.515 | 0.474456 | -1.25946 |
15 | 106.62 | 105.538 | 104.904 | 0.634178 | 1.08166 |
16 | 108.54 | 106.218 | 105.39 | 0.827928 | 2.32207 |
17 | 105.12 | 105.933 | 105.832 | 0.100914 | -0.813414 |
18 | 105.29 | 106.539 | 106.145 | 0.3939 | -1.2489 |
19 | 104.62 | 104.482 | 106.354 | -1.87193 | 0.138183 |
20 | 104.34 | 104.936 | 106.66 | -1.72346 | -0.596123 |
21 | 108.23 | 107.104 | 106.895 | 0.209873 | 1.12554 |
22 | 107.6 | 107.102 | 106.785 | 0.316678 | 0.497905 |
23 | 106.87 | 106.268 | 106.786 | -0.518322 | 0.602488 |
24 | 107.96 | 108.174 | 107.042 | 1.13161 | -0.213692 |
25 | 108.34 | 107.292 | 107.268 | 0.0241782 | 1.04832 |
26 | 109.04 | 107.887 | 107.412 | 0.474456 | 1.15304 |
27 | 106.95 | 108.044 | 107.41 | 0.634178 | -1.09376 |
28 | 105.59 | 108.15 | 107.322 | 0.827928 | -2.56043 |
29 | 108.08 | 107.389 | 107.288 | 0.100914 | 0.690752 |
30 | 108.48 | 107.639 | 107.245 | 0.3939 | 0.8411 |
31 | 106.84 | 105.298 | 107.17 | -1.87193 | 1.54152 |
32 | 105.6 | 105.344 | 107.067 | -1.72346 | 0.256377 |
33 | 106.9 | 107.209 | 106.999 | 0.209873 | -0.308623 |
34 | 106.84 | 107.456 | 107.14 | 0.316678 | -0.616262 |
35 | 106.81 | 106.69 | 107.208 | -0.518322 | 0.119988 |
36 | 106.98 | 108.292 | 107.16 | 1.13161 | -1.31161 |
37 | 107.53 | 107.194 | 107.17 | 0.0241782 | 0.336238 |
38 | 107.37 | 107.607 | 107.133 | 0.474456 | -0.236956 |
39 | 106.98 | 107.859 | 107.225 | 0.634178 | -0.879178 |
40 | 108.94 | 108.234 | 107.406 | 0.827928 | 0.705822 |
41 | 106.38 | 107.712 | 107.611 | 0.100914 | -1.33216 |
42 | 109.02 | 108.252 | 107.858 | 0.3939 | 0.767766 |
43 | 106.53 | 106.158 | 108.03 | -1.87193 | 0.371516 |
44 | 105.02 | 106.517 | 108.241 | -1.72346 | -1.49737 |
45 | 109.7 | 108.814 | 108.605 | 0.209873 | 0.885544 |
46 | 108.39 | 109.208 | 108.892 | 0.316678 | -0.818345 |
47 | 110.18 | 108.625 | 109.143 | -0.518322 | 1.55541 |
48 | 109.54 | 110.418 | 109.287 | 1.13161 | -0.878275 |
49 | 109.1 | 109.335 | 109.311 | 0.0241782 | -0.235012 |
50 | 110.85 | 110.009 | 109.535 | 0.474456 | 0.840961 |
51 | 112.23 | 110.325 | 109.691 | 0.634178 | 1.90457 |
52 | 110.58 | 110.635 | 109.807 | 0.827928 | -0.0554282 |
53 | 110.77 | 109.921 | 109.82 | 0.100914 | 0.848669 |
54 | 108.08 | 110.167 | 109.773 | 0.3939 | -2.08723 |
55 | 108.05 | 107.858 | 109.73 | -1.87193 | 0.191516 |
56 | 108.87 | 107.737 | 109.46 | -1.72346 | 1.13346 |
57 | 109.61 | 109.358 | 109.148 | 0.209873 | 0.251794 |
58 | 111.27 | 109.135 | 108.818 | 0.316678 | 2.13499 |
59 | 107.61 | 107.949 | 108.467 | -0.518322 | -0.338762 |
60 | 110.98 | 109.361 | 108.229 | 1.13161 | 1.61922 |
61 | 106.63 | 108.06 | 108.036 | 0.0241782 | -1.43043 |
62 | 106.83 | 108.353 | 107.878 | 0.474456 | -1.52279 |
63 | 108.77 | 108.356 | 107.722 | 0.634178 | 0.413738 |
64 | 106.12 | 108.328 | 107.5 | 0.827928 | -2.20751 |
65 | 106.8 | 107.412 | 107.311 | 0.100914 | -0.612164 |
66 | 106.34 | 107.547 | 107.153 | 0.3939 | -1.20723 |
67 | 105.16 | 105.168 | 107.04 | -1.87193 | -0.00806713 |
68 | 107.97 | 105.369 | 107.092 | -1.72346 | 2.60138 |
69 | 106.76 | 107.303 | 107.093 | 0.209873 | -0.543206 |
70 | 108.78 | 107.467 | 107.15 | 0.316678 | 1.31332 |
71 | 105.58 | 106.831 | 107.35 | -0.518322 | -1.25126 |
72 | 109.22 | 108.682 | 107.55 | 1.13161 | 0.537975 |
73 | 105.67 | 107.826 | 107.802 | 0.0241782 | -2.15626 |
74 | 109.04 | 108.345 | 107.871 | 0.474456 | 0.694711 |
75 | 106.59 | 108.348 | 107.713 | 0.634178 | -1.75751 |
76 | 109.66 | 108.195 | 107.367 | 0.827928 | 1.46499 |
77 | 108.05 | 107.162 | 107.061 | 0.100914 | 0.887836 |
78 | 109.91 | 107.306 | 106.912 | 0.3939 | 2.60402 |
79 | 107.63 | NA | NA | -1.87193 | NA |
80 | 107.15 | NA | NA | -1.72346 | NA |
81 | 103.8 | NA | NA | 0.209873 | NA |
82 | 103.43 | NA | NA | 0.316678 | NA |
83 | 103.59 | NA | NA | -0.518322 | NA |
84 | 107.63 | NA | NA | 1.13161 | NA |