Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 91.16 | NA | NA | -0.701215 | NA |
2 | 91.17 | NA | NA | -0.625799 | NA |
3 | 91.17 | NA | NA | -0.130382 | NA |
4 | 91.38 | NA | NA | 0.0858681 | NA |
5 | 92.68 | NA | NA | 0.440618 | NA |
6 | 92.72 | NA | NA | 0.472535 | NA |
7 | 92.79 | 92.6304 | 92.3287 | 0.301618 | 0.159632 |
8 | 92.81 | 92.7077 | 92.4662 | 0.241451 | 0.102299 |
9 | 92.81 | 92.9027 | 92.6037 | 0.298951 | -0.0927014 |
10 | 92.81 | 92.8439 | 92.735 | 0.108868 | -0.0338681 |
11 | 92.81 | 92.726 | 92.8267 | -0.100632 | 0.0839653 |
12 | 92.81 | 92.5127 | 92.9046 | -0.391882 | 0.297299 |
13 | 92.81 | 92.3067 | 93.0079 | -0.701215 | 0.503299 |
14 | 92.82 | 92.4938 | 93.1196 | -0.625799 | 0.326215 |
15 | 92.82 | 93.1084 | 93.2387 | -0.130382 | -0.288368 |
16 | 92.88 | 93.4492 | 93.3633 | 0.0858681 | -0.569201 |
17 | 93.38 | 93.931 | 93.4904 | 0.440618 | -0.551035 |
18 | 93.89 | 94.093 | 93.6204 | 0.472535 | -0.202951 |
19 | 94.1 | 94.0529 | 93.7512 | 0.301618 | 0.0471319 |
20 | 94.18 | 94.1281 | 93.8867 | 0.241451 | 0.0518819 |
21 | 94.3 | 94.3285 | 94.0296 | 0.298951 | -0.0285347 |
22 | 94.31 | 94.2951 | 94.1862 | 0.108868 | 0.0148819 |
23 | 94.36 | 94.3081 | 94.4088 | -0.100632 | 0.0518819 |
24 | 94.38 | 94.309 | 94.7008 | -0.391882 | 0.0710486 |
25 | 94.38 | 94.3105 | 95.0117 | -0.701215 | 0.0695486 |
26 | 94.5 | 94.7013 | 95.3271 | -0.625799 | -0.201285 |
27 | 94.57 | 95.5255 | 95.6558 | -0.130382 | -0.955451 |
28 | 94.89 | 96.0875 | 96.0017 | 0.0858681 | -1.19753 |
29 | 96.71 | 96.7881 | 96.3475 | 0.440618 | -0.0781181 |
30 | 97.57 | 97.1609 | 96.6883 | 0.472535 | 0.409132 |
31 | 97.88 | 97.3308 | 97.0292 | 0.301618 | 0.549215 |
32 | 97.97 | 97.6123 | 97.3708 | 0.241451 | 0.357715 |
33 | 98.4 | 98.0085 | 97.7096 | 0.298951 | 0.391465 |
34 | 98.51 | 98.1455 | 98.0367 | 0.108868 | 0.364465 |
35 | 98.46 | 98.196 | 98.2967 | -0.100632 | 0.263965 |
36 | 98.46 | 98.0735 | 98.4654 | -0.391882 | 0.386465 |
37 | 98.48 | 97.8913 | 98.5925 | -0.701215 | 0.588715 |
38 | 98.6 | 98.118 | 98.7437 | -0.625799 | 0.482049 |
39 | 98.6 | 98.8292 | 98.9596 | -0.130382 | -0.229201 |
40 | 98.71 | 99.305 | 99.2192 | 0.0858681 | -0.595035 |
41 | 99.13 | 99.9548 | 99.5142 | 0.440618 | -0.824785 |
42 | 99.2 | 100.309 | 99.8367 | 0.472535 | -1.1092 |
43 | 99.3 | 100.463 | 100.161 | 0.301618 | -1.16287 |
44 | 100.18 | 100.757 | 100.515 | 0.241451 | -0.576868 |
45 | 101.37 | 101.289 | 100.99 | 0.298951 | 0.0806319 |
46 | 101.77 | 101.711 | 101.602 | 0.108868 | 0.0590486 |
47 | 102.28 | 102.159 | 102.26 | -0.100632 | 0.121049 |
48 | 102.38 | 102.531 | 102.922 | -0.391882 | -0.150618 |
49 | 102.35 | 102.89 | 103.591 | -0.701215 | -0.540035 |
50 | 103.23 | 103.598 | 104.224 | -0.625799 | -0.367951 |
51 | 105.37 | 104.644 | 104.775 | -0.130382 | 0.725799 |
52 | 106.62 | 105.355 | 105.269 | 0.0858681 | 1.26538 |
53 | 107 | 106.175 | 105.734 | 0.440618 | 0.825215 |
54 | 107.24 | 106.649 | 106.177 | 0.472535 | 0.590799 |
55 | 107.31 | 106.92 | 106.618 | 0.301618 | 0.390465 |
56 | 107.35 | 107.301 | 107.06 | 0.241451 | 0.0485486 |
57 | 107.42 | 107.787 | 107.488 | 0.298951 | -0.367285 |
58 | 107.58 | 108.001 | 107.892 | 0.108868 | -0.420951 |
59 | 107.64 | 108.177 | 108.278 | -0.100632 | -0.537285 |
60 | 107.64 | 108.261 | 108.652 | -0.391882 | -0.620618 |
61 | 107.68 | 108.318 | 109.019 | -0.701215 | -0.637951 |
62 | 108.51 | 108.765 | 109.391 | -0.625799 | -0.255451 |
63 | 110.37 | 109.639 | 109.77 | -0.130382 | 0.730799 |
64 | 111.31 | 110.23 | 110.144 | 0.0858681 | 1.07997 |
65 | 111.57 | 110.958 | 110.517 | 0.440618 | 0.612299 |
66 | 111.66 | 111.364 | 110.892 | 0.472535 | 0.295799 |
67 | 111.69 | NA | NA | 0.301618 | NA |
68 | 111.9 | NA | NA | 0.241451 | NA |
69 | 111.95 | NA | NA | 0.298951 | NA |
70 | 112.04 | NA | NA | 0.108868 | NA |
71 | 112.13 | NA | NA | -0.100632 | NA |
72 | 112.14 | NA | NA | -0.391882 | NA |