Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 38.95 | NA | NA | -0.0120188 | NA |
2 | 38.96 | NA | NA | -0.0102927 | NA |
3 | 38.93 | NA | NA | -0.00707837 | NA |
4 | 38.86 | NA | NA | -0.0232093 | NA |
5 | 38.75 | NA | NA | -0.00112599 | NA |
6 | 38.87 | NA | NA | 0.033874 | NA |
7 | 38.87 | 38.9466 | 38.9158 | 0.0307192 | -0.0765526 |
8 | 38.86 | 38.9555 | 38.9162 | 0.0392312 | -0.0954812 |
9 | 38.83 | 38.93 | 38.9167 | 0.0133383 | -0.100005 |
10 | 39.08 | 38.8996 | 38.92 | -0.0203522 | 0.180352 |
11 | 39.05 | 38.9105 | 38.9313 | -0.0207093 | 0.139459 |
12 | 38.97 | 38.9218 | 38.9442 | -0.022376 | 0.0482093 |
13 | 38.97 | 38.9405 | 38.9525 | -0.0120188 | 0.0295188 |
14 | 38.95 | 38.9501 | 38.9604 | -0.0102927 | -0.000124008 |
15 | 38.95 | 38.9613 | 38.9683 | -0.00707837 | -0.011255 |
16 | 38.92 | 38.936 | 38.9592 | -0.0232093 | -0.0159573 |
17 | 38.96 | 38.9347 | 38.9358 | -0.00112599 | 0.0252927 |
18 | 38.97 | 38.953 | 38.9192 | 0.033874 | 0.0169593 |
19 | 38.97 | 38.9366 | 38.9058 | 0.0307192 | 0.0334474 |
20 | 38.95 | 38.9313 | 38.8921 | 0.0392312 | 0.0186855 |
21 | 38.93 | 38.8908 | 38.8775 | 0.0133383 | 0.0391617 |
22 | 38.76 | 38.8367 | 38.8571 | -0.0203522 | -0.0767312 |
23 | 38.81 | 38.8122 | 38.8329 | -0.0207093 | -0.00220734 |
24 | 38.81 | 38.7876 | 38.81 | -0.022376 | 0.022376 |
25 | 38.81 | 38.7742 | 38.7862 | -0.0120188 | 0.0357688 |
26 | 38.78 | 38.7551 | 38.7654 | -0.0102927 | 0.024876 |
27 | 38.77 | 38.7413 | 38.7483 | -0.00707837 | 0.028745 |
28 | 38.61 | 38.711 | 38.7342 | -0.0232093 | -0.100957 |
29 | 38.69 | 38.7172 | 38.7183 | -0.00112599 | -0.0272073 |
30 | 38.69 | 38.7322 | 38.6983 | 0.033874 | -0.0422073 |
31 | 38.68 | 38.7091 | 38.6783 | 0.0307192 | -0.0290526 |
32 | 38.74 | 38.6988 | 38.6596 | 0.0392312 | 0.0411855 |
33 | 38.73 | 38.6554 | 38.6421 | 0.0133383 | 0.0745784 |
34 | 38.62 | 38.6105 | 38.6308 | -0.0203522 | 0.00951885 |
35 | 38.57 | 38.5964 | 38.6171 | -0.0207093 | -0.026374 |
36 | 38.57 | 38.5743 | 38.5967 | -0.022376 | -0.00429067 |
37 | 38.57 | 38.5667 | 38.5788 | -0.0120188 | 0.00326885 |
38 | 38.57 | 38.5489 | 38.5592 | -0.0102927 | 0.021126 |
39 | 38.56 | 38.5296 | 38.5367 | -0.00707837 | 0.0304117 |
40 | 38.55 | 38.4939 | 38.5171 | -0.0232093 | 0.056126 |
41 | 38.42 | 38.5022 | 38.5033 | -0.00112599 | -0.0822073 |
42 | 38.47 | 38.5276 | 38.4938 | 0.033874 | -0.057624 |
43 | 38.47 | 38.517 | 38.4862 | 0.0307192 | -0.0469692 |
44 | 38.48 | 38.518 | 38.4788 | 0.0392312 | -0.0379812 |
45 | 38.45 | 38.4863 | 38.4729 | 0.0133383 | -0.036255 |
46 | 38.43 | 38.4476 | 38.4679 | -0.0203522 | -0.0175645 |
47 | 38.43 | 38.4497 | 38.4704 | -0.0207093 | -0.0197073 |
48 | 38.48 | 38.4568 | 38.4792 | -0.022376 | 0.0232093 |
49 | 38.48 | 38.4738 | 38.4858 | -0.0120188 | 0.00618552 |
50 | 38.48 | 38.4793 | 38.4896 | -0.0102927 | 0.000709325 |
51 | 38.51 | 38.4796 | 38.4867 | -0.00707837 | 0.0304117 |
52 | 38.48 | 38.448 | 38.4712 | -0.0232093 | 0.0319593 |
53 | 38.55 | 38.4435 | 38.4446 | -0.00112599 | 0.106543 |
54 | 38.55 | 38.4455 | 38.4117 | 0.033874 | 0.104459 |
55 | 38.55 | 38.4057 | 38.375 | 0.0307192 | 0.144281 |
56 | 38.49 | 38.3771 | 38.3379 | 0.0392312 | 0.112852 |
57 | 38.37 | 38.3104 | 38.2971 | 0.0133383 | 0.0595784 |
58 | 38.14 | 38.2359 | 38.2562 | -0.0203522 | -0.0958978 |
59 | 38.08 | 38.196 | 38.2167 | -0.0207093 | -0.115957 |
60 | 38.04 | 38.1526 | 38.175 | -0.022376 | -0.112624 |
61 | 38.04 | 38.1213 | 38.1333 | -0.0120188 | -0.0813145 |
62 | 38.03 | 38.0839 | 38.0942 | -0.0102927 | -0.053874 |
63 | 37.98 | 38.0542 | 38.0612 | -0.00707837 | -0.0741716 |
64 | 38.03 | 38.0201 | 38.0433 | -0.0232093 | 0.00987599 |
65 | 38.05 | 38.036 | 38.0371 | -0.00112599 | 0.0140427 |
66 | 38.05 | 38.0664 | 38.0325 | 0.033874 | -0.016374 |
67 | 38.05 | 38.0599 | 38.0292 | 0.0307192 | -0.00988591 |
68 | 38.05 | 38.0655 | 38.0263 | 0.0392312 | -0.0154812 |
69 | 38.02 | 38.0388 | 38.0254 | 0.0133383 | -0.018755 |
70 | 38.06 | 38.0026 | 38.0229 | -0.0203522 | 0.0574355 |
71 | 38.01 | 37.9955 | 38.0162 | -0.0207093 | 0.0144593 |
72 | 38 | 37.9889 | 38.0113 | -0.022376 | 0.011126 |
73 | 38 | 37.9967 | 38.0088 | -0.0120188 | 0.00326885 |
74 | 38 | 37.996 | 38.0063 | -0.0102927 | 0.00404266 |
75 | 37.99 | 37.9971 | 38.0042 | -0.00707837 | -0.00708829 |
76 | 37.96 | 37.9747 | 37.9979 | -0.0232093 | -0.0147073 |
77 | 37.96 | 37.991 | 37.9921 | -0.00112599 | -0.0309573 |
78 | 38.02 | 38.0255 | 37.9917 | 0.033874 | -0.00554067 |
79 | 38.02 | 38.0224 | 37.9917 | 0.0307192 | -0.00238591 |
80 | 38.02 | 38.0309 | 37.9917 | 0.0392312 | -0.0108978 |
81 | 38 | 38.0054 | 37.9921 | 0.0133383 | -0.00542163 |
82 | 37.93 | 37.9742 | 37.9946 | -0.0203522 | -0.0442312 |
83 | 38 | 37.9768 | 37.9975 | -0.0207093 | 0.0232093 |
84 | 38 | 37.9751 | 37.9975 | -0.022376 | 0.024876 |
85 | 38 | 37.9838 | 37.9958 | -0.0120188 | 0.0161855 |
86 | 38 | 37.9839 | 37.9942 | -0.0102927 | 0.016126 |
87 | 38 | 37.9842 | 37.9913 | -0.00707837 | 0.0158284 |
88 | 38.01 | 37.9635 | 37.9867 | -0.0232093 | 0.0465427 |
89 | 37.98 | 37.9726 | 37.9738 | -0.00112599 | 0.00737599 |
90 | 38 | 37.9868 | 37.9529 | 0.033874 | 0.0132093 |
91 | 38 | NA | NA | 0.0307192 | NA |
92 | 38 | NA | NA | 0.0392312 | NA |
93 | 37.95 | NA | NA | 0.0133383 | NA |
94 | 37.87 | NA | NA | -0.0203522 | NA |
95 | 37.75 | NA | NA | -0.0207093 | NA |
96 | 37.75 | NA | NA | -0.022376 | NA |