Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 102.78 | NA | NA | -0.817035 | NA |
2 | 102.78 | NA | NA | -0.989868 | NA |
3 | 102.78 | NA | NA | -1.09503 | NA |
4 | 102.78 | NA | NA | 1.3018 | NA |
5 | 102.78 | NA | NA | 1.19663 | NA |
6 | 102.78 | NA | NA | 1.09147 | NA |
7 | 102.78 | 102.262 | 102.271 | -0.00928472 | 0.518035 |
8 | 101.67 | 102.413 | 102.179 | 0.234715 | -0.743465 |
9 | 101.67 | 102.181 | 102.086 | 0.0947153 | -0.510965 |
10 | 101.67 | 101.898 | 101.994 | -0.0955347 | -0.228215 |
11 | 101.67 | 101.565 | 101.901 | -0.336035 | 0.104785 |
12 | 101.67 | 101.232 | 101.809 | -0.576535 | 0.437785 |
13 | 101.67 | 100.899 | 101.716 | -0.817035 | 0.770785 |
14 | 101.67 | 100.852 | 101.842 | -0.989868 | 0.818201 |
15 | 101.67 | 101.09 | 102.185 | -1.09503 | 0.580035 |
16 | 101.67 | 103.83 | 102.528 | 1.3018 | -2.16013 |
17 | 101.67 | 104.068 | 102.872 | 1.19663 | -2.3983 |
18 | 101.67 | 104.306 | 103.215 | 1.09147 | -2.63647 |
19 | 101.67 | 103.549 | 103.558 | -0.00928472 | -1.87905 |
20 | 105.79 | 104.136 | 103.902 | 0.234715 | 1.65362 |
21 | 105.79 | 104.34 | 104.245 | 0.0947153 | 1.45028 |
22 | 105.79 | 104.493 | 104.588 | -0.0955347 | 1.2972 |
23 | 105.79 | 104.596 | 104.932 | -0.336035 | 1.19437 |
24 | 105.79 | 104.698 | 105.275 | -0.576535 | 1.09153 |
25 | 105.79 | 104.801 | 105.618 | -0.817035 | 0.988701 |
26 | 105.79 | 104.745 | 105.735 | -0.989868 | 1.04487 |
27 | 105.79 | 104.53 | 105.625 | -1.09503 | 1.26003 |
28 | 105.79 | 106.817 | 105.515 | 1.3018 | -1.0268 |
29 | 105.79 | 106.602 | 105.405 | 1.19663 | -0.811632 |
30 | 105.79 | 106.386 | 105.295 | 1.09147 | -0.596465 |
31 | 105.79 | 105.176 | 105.185 | -0.00928472 | 0.614285 |
32 | 104.47 | 105.31 | 105.075 | 0.234715 | -0.839715 |
33 | 104.47 | 105.06 | 104.965 | 0.0947153 | -0.589715 |
34 | 104.47 | 104.802 | 104.898 | -0.0955347 | -0.332382 |
35 | 104.47 | 104.538 | 104.874 | -0.336035 | -0.0677153 |
36 | 104.47 | 104.273 | 104.85 | -0.576535 | 0.196951 |
37 | 104.47 | 104.008 | 104.825 | -0.817035 | 0.461618 |
38 | 104.47 | 103.913 | 104.902 | -0.989868 | 0.557368 |
39 | 104.47 | 103.986 | 105.081 | -1.09503 | 0.484201 |
40 | 105.5 | 106.561 | 105.259 | 1.3018 | -1.06097 |
41 | 105.5 | 106.634 | 105.437 | 1.19663 | -1.13413 |
42 | 105.5 | 106.707 | 105.616 | 1.09147 | -1.2073 |
43 | 105.5 | 105.785 | 105.794 | -0.00928472 | -0.284882 |
44 | 106.61 | 106.207 | 105.973 | 0.234715 | 0.402785 |
45 | 106.61 | 106.246 | 106.151 | 0.0947153 | 0.364451 |
46 | 106.61 | 106.418 | 106.513 | -0.0955347 | 0.192201 |
47 | 106.61 | 106.724 | 107.06 | -0.336035 | -0.113965 |
48 | 106.61 | 107.03 | 107.607 | -0.576535 | -0.420132 |
49 | 106.61 | 107.336 | 108.153 | -0.817035 | -0.726299 |
50 | 106.61 | 107.627 | 108.617 | -0.989868 | -1.01722 |
51 | 106.61 | 107.903 | 108.998 | -1.09503 | -1.29288 |
52 | 112.06 | 110.681 | 109.379 | 1.3018 | 1.37945 |
53 | 112.06 | 110.956 | 109.76 | 1.19663 | 1.10378 |
54 | 112.06 | 111.232 | 110.14 | 1.09147 | 0.828118 |
55 | 112.06 | 110.512 | 110.521 | -0.00928472 | 1.54803 |
56 | 111.18 | 111.137 | 110.902 | 0.234715 | 0.0432014 |
57 | 111.18 | 111.378 | 111.283 | 0.0947153 | -0.197632 |
58 | 111.18 | 111.592 | 111.688 | -0.0955347 | -0.412382 |
59 | 111.18 | 111.781 | 112.117 | -0.336035 | -0.601049 |
60 | 111.18 | 111.97 | 112.546 | -0.576535 | -0.789715 |
61 | 111.18 | 112.158 | 112.975 | -0.817035 | -0.978382 |
62 | 111.18 | 112.067 | 113.057 | -0.989868 | -0.886799 |
63 | 111.18 | 111.695 | 112.79 | -1.09503 | -0.514965 |
64 | 117.21 | 113.825 | 112.523 | 1.3018 | 3.38487 |
65 | 117.21 | 113.453 | 112.257 | 1.19663 | 3.7567 |
66 | 117.21 | 113.081 | 111.99 | 1.09147 | 4.12853 |
67 | 117.21 | NA | NA | -0.00928472 | NA |
68 | 107.98 | NA | NA | 0.234715 | NA |
69 | 107.98 | NA | NA | 0.0947153 | NA |
70 | 107.98 | NA | NA | -0.0955347 | NA |
71 | 107.98 | NA | NA | -0.336035 | NA |
72 | 107.98 | NA | NA | -0.576535 | NA |