Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100.55 | NA | NA | -0.00773437 | NA |
2 | 100.41 | NA | NA | -0.457526 | NA |
3 | 100.54 | NA | NA | -0.362422 | NA |
4 | 100.66 | NA | NA | -0.227943 | NA |
5 | 100.86 | NA | NA | -0.0827344 | NA |
6 | 100.88 | NA | NA | -0.0559635 | NA |
7 | 100.88 | 100.889 | 101.369 | -0.480339 | -0.00882812 |
8 | 101.37 | 101.383 | 101.518 | -0.135339 | -0.0129948 |
9 | 101.84 | 101.742 | 101.641 | 0.101224 | 0.0979427 |
10 | 102.25 | 102.223 | 101.762 | 0.460807 | 0.0266927 |
11 | 102.58 | 102.531 | 101.893 | 0.638099 | 0.0489844 |
12 | 102.59 | 102.637 | 102.027 | 0.60987 | -0.0473698 |
13 | 102.59 | 102.155 | 102.162 | -0.00773437 | 0.435234 |
14 | 101.95 | 101.835 | 102.292 | -0.457526 | 0.115026 |
15 | 101.94 | 102.044 | 102.407 | -0.362422 | -0.104245 |
16 | 102.18 | 102.281 | 102.509 | -0.227943 | -0.101224 |
17 | 102.47 | 102.522 | 102.605 | -0.0827344 | -0.051849 |
18 | 102.5 | 102.639 | 102.695 | -0.0559635 | -0.13862 |
19 | 102.5 | 102.142 | 102.622 | -0.480339 | 0.358255 |
20 | 102.87 | 102.251 | 102.387 | -0.135339 | 0.618672 |
21 | 103.08 | 102.256 | 102.155 | 0.101224 | 0.824193 |
22 | 103.47 | 102.384 | 101.923 | 0.460807 | 1.08628 |
23 | 103.65 | 102.325 | 101.687 | 0.638099 | 1.32523 |
24 | 103.68 | 102.059 | 101.449 | 0.60987 | 1.62138 |
25 | 99.76 | 101.204 | 101.212 | -0.00773437 | -1.44393 |
26 | 99.13 | 100.515 | 100.973 | -0.457526 | -1.38539 |
27 | 99.19 | 100.378 | 100.74 | -0.362422 | -1.18758 |
28 | 99.37 | 100.293 | 100.521 | -0.227943 | -0.923307 |
29 | 99.61 | 100.229 | 100.311 | -0.0827344 | -0.618516 |
30 | 99.65 | 100.048 | 100.104 | -0.0559635 | -0.397786 |
31 | 99.66 | 99.593 | 100.073 | -0.480339 | 0.0670052 |
32 | 99.98 | 100.095 | 100.23 | -0.135339 | -0.115078 |
33 | 100.38 | 100.507 | 100.405 | 0.101224 | -0.126641 |
34 | 100.92 | 101.045 | 100.584 | 0.460807 | -0.124557 |
35 | 101.16 | 101.389 | 100.75 | 0.638099 | -0.228516 |
36 | 101.19 | 101.518 | 100.908 | 0.60987 | -0.328203 |
37 | 101.52 | 101.026 | 101.034 | -0.00773437 | 0.493984 |
38 | 101.14 | 100.674 | 101.132 | -0.457526 | 0.465859 |
39 | 101.38 | 100.858 | 101.22 | -0.362422 | 0.522422 |
40 | 101.46 | 101.057 | 101.285 | -0.227943 | 0.402526 |
41 | 101.52 | 101.255 | 101.338 | -0.0827344 | 0.264818 |
42 | 101.53 | 101.33 | 101.386 | -0.0559635 | 0.199714 |
43 | 100.79 | 100.993 | 101.473 | -0.480339 | -0.202578 |
44 | 101.2 | 101.477 | 101.612 | -0.135339 | -0.276745 |
45 | 101.28 | 101.862 | 101.76 | 0.101224 | -0.581641 |
46 | 101.59 | 102.365 | 101.904 | 0.460807 | -0.774557 |
47 | 101.75 | 102.682 | 102.044 | 0.638099 | -0.931849 |
48 | 101.76 | 102.792 | 102.182 | 0.60987 | -1.03195 |
49 | 103.03 | 102.301 | 102.309 | -0.00773437 | 0.728568 |
50 | 102.97 | 101.952 | 102.409 | -0.457526 | 1.01836 |
51 | 103.11 | 102.127 | 102.489 | -0.362422 | 0.983255 |
52 | 103.17 | 102.334 | 102.562 | -0.227943 | 0.835859 |
53 | 103.17 | 102.551 | 102.633 | -0.0827344 | 0.619401 |
54 | 103.2 | 102.649 | 102.705 | -0.0559635 | 0.550547 |
55 | 102.17 | NA | NA | -0.480339 | NA |
56 | 102.22 | NA | NA | -0.135339 | NA |
57 | 102.18 | NA | NA | 0.101224 | NA |
58 | 102.44 | NA | NA | 0.460807 | NA |
59 | 102.61 | NA | NA | 0.638099 | NA |
60 | 102.63 | NA | NA | 0.60987 | NA |