Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 82.81 | NA | NA | -0.449838 | NA |
2 | 83.42 | NA | NA | -0.405046 | NA |
3 | 83.45 | NA | NA | -0.226921 | NA |
4 | 83.71 | NA | NA | 0.0837037 | NA |
5 | 84.8 | NA | NA | 0.245579 | NA |
6 | 85.95 | NA | NA | 0.357037 | NA |
7 | 86.22 | 85.9829 | 85.7954 | 0.187523 | 0.23706 |
8 | 86.75 | 86.6418 | 86.2754 | 0.366412 | 0.108171 |
9 | 87.06 | 87.059 | 86.7758 | 0.283148 | 0.00101852 |
10 | 87.17 | 87.4168 | 87.3188 | 0.0980787 | -0.246829 |
11 | 87.63 | 87.6856 | 87.8588 | -0.173171 | -0.0555787 |
12 | 87.78 | 87.976 | 88.3425 | -0.366505 | -0.195995 |
13 | 88.4 | 88.3493 | 88.7992 | -0.449838 | 0.0506713 |
14 | 89.35 | 88.8262 | 89.2312 | -0.405046 | 0.523796 |
15 | 89.53 | 89.4097 | 89.6367 | -0.226921 | 0.120255 |
16 | 90.66 | 90.1062 | 90.0225 | 0.0837037 | 0.553796 |
17 | 90.81 | 90.6214 | 90.3758 | 0.245579 | 0.188588 |
18 | 91.55 | 91.0708 | 90.7137 | 0.357037 | 0.479213 |
19 | 91.58 | 91.2317 | 91.0442 | 0.187523 | 0.34831 |
20 | 91.76 | 91.6885 | 91.3221 | 0.366412 | 0.0715046 |
21 | 91.78 | 91.8477 | 91.5646 | 0.283148 | -0.0677315 |
22 | 91.71 | 91.8864 | 91.7883 | 0.0980787 | -0.176412 |
23 | 91.57 | 91.8318 | 92.005 | -0.173171 | -0.261829 |
24 | 91.95 | 91.8393 | 92.2058 | -0.366505 | 0.110671 |
25 | 92.16 | 91.9327 | 92.3825 | -0.449838 | 0.227338 |
26 | 92.26 | 92.1641 | 92.5692 | -0.405046 | 0.0958796 |
27 | 92.44 | 92.5414 | 92.7683 | -0.226921 | -0.101412 |
28 | 93.12 | 93.0775 | 92.9937 | 0.0837037 | 0.0425463 |
29 | 93.55 | 93.4922 | 93.2467 | 0.245579 | 0.0577546 |
30 | 93.63 | 93.8479 | 93.4908 | 0.357037 | -0.21787 |
31 | 93.74 | 93.8979 | 93.7104 | 0.187523 | -0.15794 |
32 | 94.08 | 94.2847 | 93.9183 | 0.366412 | -0.204745 |
33 | 94.24 | 94.4169 | 94.1337 | 0.283148 | -0.176898 |
34 | 94.66 | 94.4347 | 94.3367 | 0.0980787 | 0.225255 |
35 | 94.69 | 94.3606 | 94.5338 | -0.173171 | 0.329421 |
36 | 94.69 | 94.3939 | 94.7604 | -0.366505 | 0.296088 |
37 | 94.69 | 94.5522 | 95.0021 | -0.449838 | 0.137755 |
38 | 94.72 | 94.8337 | 95.2388 | -0.405046 | -0.113704 |
39 | 95.15 | 95.2581 | 95.485 | -0.226921 | -0.108079 |
40 | 95.28 | 95.8291 | 95.7454 | 0.0837037 | -0.54912 |
41 | 96.12 | 96.2352 | 95.9896 | 0.245579 | -0.115162 |
42 | 96.5 | 96.5775 | 96.2204 | 0.357037 | -0.0774537 |
43 | 96.67 | 96.6429 | 96.4554 | 0.187523 | 0.0270602 |
44 | 96.83 | 97.0768 | 96.7104 | 0.366412 | -0.246829 |
45 | 97.4 | 97.2848 | 97.0017 | 0.283148 | 0.115185 |
46 | 97.75 | 97.4147 | 97.3167 | 0.0980787 | 0.335255 |
47 | 97.46 | 97.4352 | 97.6083 | -0.173171 | 0.024838 |
48 | 97.46 | 97.5202 | 97.8867 | -0.366505 | -0.060162 |
49 | 97.56 | 97.7102 | 98.16 | -0.449838 | -0.150162 |
50 | 97.97 | 97.987 | 98.3921 | -0.405046 | -0.017037 |
51 | 98.89 | 98.3689 | 98.5958 | -0.226921 | 0.521088 |
52 | 99.1 | 98.8516 | 98.7679 | 0.0837037 | 0.24838 |
53 | 99.3 | 99.1756 | 98.93 | 0.245579 | 0.124421 |
54 | 100 | 99.462 | 99.105 | 0.357037 | 0.537963 |
55 | 99.73 | 99.4646 | 99.2771 | 0.187523 | 0.265394 |
56 | 99.34 | 99.7981 | 99.4317 | 0.366412 | -0.458079 |
57 | 99.78 | 99.8181 | 99.535 | 0.283148 | -0.0381481 |
58 | 99.5 | 99.7277 | 99.6296 | 0.0980787 | -0.227662 |
59 | 99.6 | 99.5814 | 99.7546 | -0.173171 | 0.018588 |
60 | 99.52 | 99.491 | 99.8575 | -0.366505 | 0.0290046 |
61 | 99.63 | 99.5014 | 99.9512 | -0.449838 | 0.128588 |
62 | 99.61 | 99.7529 | 100.158 | -0.405046 | -0.14287 |
63 | 99.73 | 100.198 | 100.425 | -0.226921 | -0.468079 |
64 | 100.53 | 100.755 | 100.671 | 0.0837037 | -0.224537 |
65 | 100.87 | 101.164 | 100.919 | 0.245579 | -0.294329 |
66 | 100.9 | 101.515 | 101.158 | 0.357037 | -0.614954 |
67 | 101.08 | 101.58 | 101.393 | 0.187523 | -0.50044 |
68 | 102.95 | 102.001 | 101.634 | 0.366412 | 0.949421 |
69 | 102.58 | 102.194 | 101.911 | 0.283148 | 0.386019 |
70 | 102.6 | 102.29 | 102.192 | 0.0980787 | 0.309838 |
71 | 102.45 | 102.286 | 102.459 | -0.173171 | 0.164005 |
72 | 102.41 | 102.37 | 102.737 | -0.366505 | 0.039838 |
73 | 102.38 | 102.555 | 103.005 | -0.449838 | -0.174745 |
74 | 102.65 | 102.777 | 103.182 | -0.405046 | -0.12662 |
75 | 103.33 | 103.074 | 103.301 | -0.226921 | 0.255671 |
76 | 103.68 | 103.532 | 103.448 | 0.0837037 | 0.14838 |
77 | 104.13 | 103.872 | 103.626 | 0.245579 | 0.258171 |
78 | 104.3 | 104.187 | 103.83 | 0.357037 | 0.112546 |
79 | 104.11 | NA | NA | 0.187523 | NA |
80 | 104.17 | NA | NA | 0.366412 | NA |
81 | 104.23 | NA | NA | 0.283148 | NA |
82 | 104.47 | NA | NA | 0.0980787 | NA |
83 | 104.86 | NA | NA | -0.173171 | NA |
84 | 104.9 | NA | NA | -0.366505 | NA |