Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 102.43 | NA | NA | -0.675492 | NA |
2 | 102.43 | NA | NA | -0.93952 | NA |
3 | 102.43 | NA | NA | -1.20355 | NA |
4 | 102.43 | NA | NA | -0.714242 | NA |
5 | 104.2 | NA | NA | 1.07173 | NA |
6 | 104.2 | NA | NA | 1.1727 | NA |
7 | 104.2 | 104.483 | 103.684 | 0.799161 | -0.282911 |
8 | 104.2 | 104.409 | 103.831 | 0.577494 | -0.208744 |
9 | 104.2 | 104.335 | 103.979 | 0.355828 | -0.134578 |
10 | 104.2 | 104.241 | 104.126 | 0.114786 | -0.0410359 |
11 | 104.2 | 104.215 | 104.363 | -0.147436 | -0.0150637 |
12 | 104.2 | 104.322 | 104.733 | -0.411464 | -0.121869 |
13 | 104.2 | 104.475 | 105.15 | -0.675492 | -0.274508 |
14 | 104.2 | 104.627 | 105.567 | -0.93952 | -0.427147 |
15 | 104.2 | 104.78 | 105.983 | -1.20355 | -0.579786 |
16 | 104.2 | 105.686 | 106.4 | -0.714242 | -1.48576 |
17 | 108.1 | 107.888 | 106.817 | 1.07173 | 0.211603 |
18 | 109.2 | 108.406 | 107.233 | 1.1727 | 0.793964 |
19 | 109.2 | 108.449 | 107.65 | 0.799161 | 0.750839 |
20 | 109.2 | 108.644 | 108.067 | 0.577494 | 0.555839 |
21 | 109.2 | 108.839 | 108.483 | 0.355828 | 0.360839 |
22 | 109.2 | 109.015 | 108.9 | 0.114786 | 0.185214 |
23 | 109.2 | 109.128 | 109.275 | -0.147436 | 0.0724363 |
24 | 109.2 | 109.151 | 109.562 | -0.411464 | 0.0489641 |
25 | 109.2 | 109.129 | 109.804 | -0.675492 | 0.0713252 |
26 | 109.2 | 109.106 | 110.046 | -0.93952 | 0.0936863 |
27 | 109.2 | 109.084 | 110.287 | -1.20355 | 0.116047 |
28 | 109.2 | 109.815 | 110.529 | -0.714242 | -0.614925 |
29 | 112.1 | 111.843 | 110.771 | 1.07173 | 0.257436 |
30 | 112.1 | 112.185 | 111.012 | 1.1727 | -0.0852025 |
31 | 112.1 | 112.053 | 111.254 | 0.799161 | 0.0466725 |
32 | 112.1 | 112.073 | 111.496 | 0.577494 | 0.0266725 |
33 | 112.1 | 112.093 | 111.738 | 0.355828 | 0.00667245 |
34 | 112.1 | 112.094 | 111.979 | 0.114786 | 0.00604745 |
35 | 112.1 | 112.065 | 112.213 | -0.147436 | 0.0345197 |
36 | 112.1 | 112.027 | 112.439 | -0.411464 | 0.0727141 |
37 | 112.1 | 111.989 | 112.665 | -0.675492 | 0.110909 |
38 | 112.1 | 111.951 | 112.89 | -0.93952 | 0.149103 |
39 | 112.1 | 111.913 | 113.116 | -1.20355 | 0.187297 |
40 | 112.1 | 112.628 | 113.342 | -0.714242 | -0.527841 |
41 | 114.81 | 114.64 | 113.568 | 1.07173 | 0.170353 |
42 | 114.81 | 114.966 | 113.794 | 1.1727 | -0.156453 |
43 | 114.81 | 114.819 | 114.02 | 0.799161 | -0.00874421 |
44 | 114.81 | 114.823 | 114.245 | 0.577494 | -0.0129109 |
45 | 114.81 | 114.827 | 114.471 | 0.355828 | -0.0170775 |
46 | 114.81 | 114.812 | 114.697 | 0.114786 | -0.00186921 |
47 | 114.81 | 114.694 | 114.842 | -0.147436 | 0.11577 |
48 | 114.81 | 114.494 | 114.905 | -0.411464 | 0.316464 |
49 | 114.81 | 114.293 | 114.968 | -0.675492 | 0.517159 |
50 | 114.81 | 114.092 | 115.032 | -0.93952 | 0.717853 |
51 | 114.81 | 113.891 | 115.095 | -1.20355 | 0.918547 |
52 | 114.81 | 114.444 | 115.158 | -0.714242 | 0.365909 |
53 | 115.57 | 116.293 | 115.222 | 1.07173 | -0.723397 |
54 | 115.57 | 116.458 | 115.285 | 1.1727 | -0.887703 |
55 | 115.57 | 116.147 | 115.348 | 0.799161 | -0.577494 |
56 | 115.57 | 115.989 | 115.412 | 0.577494 | -0.419161 |
57 | 115.57 | 115.831 | 115.475 | 0.355828 | -0.260828 |
58 | 115.57 | 115.725 | 115.61 | 0.114786 | -0.155203 |
59 | 115.57 | 115.639 | 115.786 | -0.147436 | -0.0688137 |
60 | 115.57 | 115.564 | 115.976 | -0.411464 | 0.00563079 |
61 | 115.57 | 115.535 | 116.211 | -0.675492 | 0.0346586 |
62 | 115.57 | 115.506 | 116.446 | -0.93952 | 0.0636863 |
63 | 115.57 | 115.477 | 116.681 | -1.20355 | 0.0927141 |
64 | 117.3 | 116.202 | 116.916 | -0.714242 | 1.09841 |
65 | 117.3 | 118.223 | 117.151 | 1.07173 | -0.922564 |
66 | 118.39 | 118.559 | 117.386 | 1.1727 | -0.168536 |
67 | 118.39 | 118.42 | 117.621 | 0.799161 | -0.0299942 |
68 | 118.39 | 118.433 | 117.856 | 0.577494 | -0.0433275 |
69 | 118.39 | 118.447 | 118.091 | 0.355828 | -0.0566609 |
70 | 118.39 | 118.485 | 118.37 | 0.114786 | -0.0947859 |
71 | 118.39 | 118.63 | 118.778 | -0.147436 | -0.24048 |
72 | 118.39 | 118.814 | 119.225 | -0.411464 | -0.423536 |
73 | 118.39 | 118.951 | 119.627 | -0.675492 | -0.561175 |
74 | 118.39 | 119.089 | 120.028 | -0.93952 | -0.698814 |
75 | 118.39 | 119.226 | 120.43 | -1.20355 | -0.836453 |
76 | 121.18 | 120.117 | 120.832 | -0.714242 | 1.06258 |
77 | 123.21 | 122.305 | 121.233 | 1.07173 | 0.904936 |
78 | 123.21 | 122.808 | 121.635 | 1.1727 | 0.402297 |
79 | 123.21 | NA | NA | 0.799161 | NA |
80 | 123.21 | NA | NA | 0.577494 | NA |
81 | 123.21 | NA | NA | 0.355828 | NA |
82 | 123.21 | NA | NA | 0.114786 | NA |
83 | 123.21 | NA | NA | -0.147436 | NA |
84 | 123.21 | NA | NA | -0.411464 | NA |