Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100 | NA | NA | 0.0569444 | NA |
2 | 99 | NA | NA | -0.184722 | NA |
3 | 99.3 | NA | NA | -0.0274306 | NA |
4 | 99.5 | NA | NA | 0.0434028 | NA |
5 | 100.7 | NA | NA | 0.642361 | NA |
6 | 102.9 | NA | NA | 0.0444444 | NA |
7 | 101.2 | 99.9642 | 99.9875 | -0.0232639 | 1.23576 |
8 | 99.5 | 99.9299 | 100.008 | -0.0784722 | -0.429861 |
9 | 99.5 | 100.275 | 100.062 | 0.212153 | -0.774653 |
10 | 99.5 | 100.214 | 100.108 | 0.105903 | -0.714236 |
11 | 99.4 | 99.7726 | 100.104 | -0.331597 | -0.372569 |
12 | 99.5 | 99.4944 | 99.9542 | -0.459722 | 0.00555556 |
13 | 99.7 | 99.8444 | 99.7875 | 0.0569444 | -0.144444 |
14 | 99.8 | 99.5819 | 99.7667 | -0.184722 | 0.218056 |
15 | 99.8 | 99.7851 | 99.8125 | -0.0274306 | 0.0149306 |
16 | 100.1 | 99.8934 | 99.85 | 0.0434028 | 0.206597 |
17 | 100 | 100.53 | 99.8875 | 0.642361 | -0.529861 |
18 | 100 | 99.9653 | 99.9208 | 0.0444444 | 0.0347222 |
19 | 100.1 | 99.9392 | 99.9625 | -0.0232639 | 0.160764 |
20 | 100.1 | 100.013 | 100.092 | -0.0784722 | 0.0868056 |
21 | 100 | 100.541 | 100.329 | 0.212153 | -0.541319 |
22 | 99.9 | 100.693 | 100.587 | 0.105903 | -0.793403 |
23 | 99.9 | 100.498 | 100.829 | -0.331597 | -0.597569 |
24 | 99.8 | 100.607 | 101.067 | -0.459722 | -0.806944 |
25 | 100.4 | 101.361 | 101.304 | 0.0569444 | -0.961111 |
26 | 102.2 | 101.382 | 101.567 | -0.184722 | 0.818056 |
27 | 103.1 | 101.831 | 101.858 | -0.0274306 | 1.2691 |
28 | 103 | 102.189 | 102.146 | 0.0434028 | 0.810764 |
29 | 102.9 | 103.055 | 102.412 | 0.642361 | -0.154861 |
30 | 102.8 | 102.719 | 102.675 | 0.0444444 | 0.0805556 |
31 | 103 | 103.023 | 103.046 | -0.0232639 | -0.0225694 |
32 | 103.5 | 103.313 | 103.392 | -0.0784722 | 0.186806 |
33 | 103.6 | 103.804 | 103.592 | 0.212153 | -0.203819 |
34 | 103.2 | 103.927 | 103.821 | 0.105903 | -0.726736 |
35 | 103 | 103.835 | 104.167 | -0.331597 | -0.835069 |
36 | 103 | 104.053 | 104.512 | -0.459722 | -1.05278 |
37 | 106.1 | 104.865 | 104.808 | 0.0569444 | 1.23472 |
38 | 104.8 | 104.999 | 105.183 | -0.184722 | -0.198611 |
39 | 105.3 | 105.673 | 105.7 | -0.0274306 | -0.372569 |
40 | 106.3 | 106.402 | 106.358 | 0.0434028 | -0.101736 |
41 | 107.9 | 107.705 | 107.062 | 0.642361 | 0.195139 |
42 | 106.1 | 107.815 | 107.771 | 0.0444444 | -1.71528 |
43 | 106.8 | 108.306 | 108.329 | -0.0232639 | -1.5059 |
44 | 108.7 | 108.676 | 108.754 | -0.0784722 | 0.0243056 |
45 | 110.8 | 109.412 | 109.2 | 0.212153 | 1.38785 |
46 | 111.8 | 109.698 | 109.592 | 0.105903 | 2.10243 |
47 | 111.3 | 109.627 | 109.958 | -0.331597 | 1.67326 |
48 | 111.7 | 109.978 | 110.437 | -0.459722 | 1.72222 |
49 | 110.8 | 111.061 | 111.004 | 0.0569444 | -0.261111 |
50 | 110.3 | 111.269 | 111.454 | -0.184722 | -0.969444 |
51 | 110.5 | 111.543 | 111.571 | -0.0274306 | -1.0434 |
52 | 110.5 | 111.548 | 111.504 | 0.0434028 | -1.04757 |
53 | 112.5 | 112.142 | 111.5 | 0.642361 | 0.357639 |
54 | 113 | 111.532 | 111.488 | 0.0444444 | 1.46806 |
55 | 113.5 | NA | NA | -0.0232639 | NA |
56 | 112.8 | NA | NA | -0.0784722 | NA |
57 | 109.5 | NA | NA | 0.212153 | NA |
58 | 111.5 | NA | NA | 0.105903 | NA |
59 | 111.5 | NA | NA | -0.331597 | NA |
60 | 111.2 | NA | NA | -0.459722 | NA |