Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100.57 | NA | NA | -0.134028 | NA |
2 | 100.27 | NA | NA | -0.457111 | NA |
3 | 100.27 | NA | NA | -0.386028 | NA |
4 | 100.18 | NA | NA | -0.292444 | NA |
5 | 100.16 | NA | NA | -0.165694 | NA |
6 | 100.18 | NA | NA | -0.137194 | NA |
7 | 100.18 | 100.256 | 100.563 | -0.306444 | -0.0764722 |
8 | 100.59 | 100.612 | 100.61 | 0.00230556 | -0.0223056 |
9 | 100.69 | 100.842 | 100.66 | 0.181722 | -0.152139 |
10 | 101.06 | 101.203 | 100.728 | 0.475139 | -0.143056 |
11 | 101.15 | 101.422 | 100.815 | 0.607222 | -0.271806 |
12 | 101.16 | 101.523 | 100.91 | 0.612556 | -0.362556 |
13 | 101.16 | 100.873 | 101.007 | -0.134028 | 0.286944 |
14 | 100.81 | 100.645 | 101.102 | -0.457111 | 0.165028 |
15 | 100.94 | 100.819 | 101.205 | -0.386028 | 0.121028 |
16 | 101.13 | 101.028 | 101.321 | -0.292444 | 0.101611 |
17 | 101.29 | 101.277 | 101.443 | -0.165694 | 0.0127778 |
18 | 101.34 | 101.434 | 101.571 | -0.137194 | -0.0936389 |
19 | 101.35 | 101.395 | 101.701 | -0.306444 | -0.0448056 |
20 | 101.7 | 101.826 | 101.824 | 0.00230556 | -0.126056 |
21 | 102.05 | 102.116 | 101.934 | 0.181722 | -0.0658889 |
22 | 102.48 | 102.514 | 102.039 | 0.475139 | -0.0343056 |
23 | 102.66 | 102.75 | 102.142 | 0.607222 | -0.0897222 |
24 | 102.72 | 102.86 | 102.247 | 0.612556 | -0.139639 |
25 | 102.73 | 102.219 | 102.353 | -0.134028 | 0.511111 |
26 | 102.18 | 102.003 | 102.46 | -0.457111 | 0.177111 |
27 | 102.22 | 102.175 | 102.561 | -0.386028 | 0.0451944 |
28 | 102.37 | 102.358 | 102.651 | -0.292444 | 0.0116111 |
29 | 102.53 | 102.571 | 102.737 | -0.165694 | -0.0413889 |
30 | 102.61 | 102.685 | 102.822 | -0.137194 | -0.0748889 |
31 | 102.62 | 102.426 | 102.732 | -0.306444 | 0.193944 |
32 | 103 | 102.474 | 102.472 | 0.00230556 | 0.525611 |
33 | 103.17 | 102.397 | 102.215 | 0.181722 | 0.773278 |
34 | 103.52 | 102.436 | 101.961 | 0.475139 | 1.08361 |
35 | 103.69 | 102.321 | 101.714 | 0.607222 | 1.36903 |
36 | 103.73 | 102.081 | 101.468 | 0.612556 | 1.64911 |
37 | 99.57 | 101.093 | 101.227 | -0.134028 | -1.52347 |
38 | 99.09 | 100.534 | 100.991 | -0.457111 | -1.44414 |
39 | 99.14 | 100.373 | 100.759 | -0.386028 | -1.23314 |
40 | 99.36 | 100.244 | 100.536 | -0.292444 | -0.883806 |
41 | 99.6 | 100.154 | 100.32 | -0.165694 | -0.554306 |
42 | 99.65 | 99.9695 | 100.107 | -0.137194 | -0.319472 |
43 | 99.8 | 99.7619 | 100.068 | -0.306444 | 0.0381111 |
44 | 100.15 | 100.223 | 100.22 | 0.00230556 | -0.0727222 |
45 | 100.45 | 100.57 | 100.389 | 0.181722 | -0.120472 |
46 | 100.89 | 101.021 | 100.546 | 0.475139 | -0.131389 |
47 | 101.13 | 101.293 | 100.686 | 0.607222 | -0.163056 |
48 | 101.17 | 101.428 | 100.815 | 0.612556 | -0.257556 |
49 | 101.21 | 100.79 | 100.924 | -0.134028 | 0.419861 |
50 | 101.1 | 100.553 | 101.01 | -0.457111 | 0.546694 |
51 | 101.17 | 100.696 | 101.082 | -0.386028 | 0.473944 |
52 | 101.11 | 100.837 | 101.129 | -0.292444 | 0.273278 |
53 | 101.2 | 100.989 | 101.155 | -0.165694 | 0.210694 |
54 | 101.15 | 101.039 | 101.177 | -0.137194 | 0.110528 |
55 | 100.92 | 100.912 | 101.218 | -0.306444 | 0.00811111 |
56 | 101.1 | 101.286 | 101.283 | 0.00230556 | -0.185639 |
57 | 101.22 | 101.536 | 101.354 | 0.181722 | -0.315889 |
58 | 101.25 | 101.906 | 101.431 | 0.475139 | -0.655972 |
59 | 101.39 | 102.116 | 101.508 | 0.607222 | -0.725556 |
60 | 101.43 | 102.2 | 101.588 | 0.612556 | -0.770472 |
61 | 101.95 | 101.526 | 101.66 | -0.134028 | 0.424444 |
62 | 101.92 | 101.246 | 101.703 | -0.457111 | 0.674194 |
63 | 102.05 | 101.338 | 101.724 | -0.386028 | 0.711861 |
64 | 102.07 | 101.454 | 101.746 | -0.292444 | 0.616194 |
65 | 102.1 | 101.609 | 101.775 | -0.165694 | 0.491111 |
66 | 102.16 | 101.664 | 101.801 | -0.137194 | 0.496361 |
67 | 101.63 | NA | NA | -0.306444 | NA |
68 | 101.43 | NA | NA | 0.00230556 | NA |
69 | 101.4 | NA | NA | 0.181722 | NA |
70 | 101.6 | NA | NA | 0.475139 | NA |
71 | 101.72 | NA | NA | 0.607222 | NA |
72 | 101.73 | NA | NA | 0.612556 | NA |