Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9.84 | NA | NA | -0.00903935 | NA |
2 | 9.87 | NA | NA | 0.0254051 | NA |
3 | 9.9 | NA | NA | 0.0266551 | NA |
4 | 9.9 | NA | NA | 0.00915509 | NA |
5 | 9.87 | NA | NA | 0.0033912 | NA |
6 | 9.87 | NA | NA | -0.00744213 | NA |
7 | 9.88 | 9.82422 | 9.82625 | -0.00202546 | 0.0557755 |
8 | 9.76 | 9.80207 | 9.82167 | -0.0195949 | -0.0420718 |
9 | 9.76 | 9.80541 | 9.81792 | -0.0125116 | -0.0454051 |
10 | 9.76 | 9.79159 | 9.81375 | -0.0221644 | -0.0315856 |
11 | 9.77 | 9.82193 | 9.8125 | 0.00943287 | -0.0519329 |
12 | 9.77 | 9.81332 | 9.81458 | -0.00126157 | -0.0433218 |
13 | 9.77 | 9.80846 | 9.8175 | -0.00903935 | -0.0384606 |
14 | 9.83 | 9.85082 | 9.82542 | 0.0254051 | -0.0208218 |
15 | 9.85 | 9.86499 | 9.83833 | 0.0266551 | -0.0149884 |
16 | 9.85 | 9.86082 | 9.85167 | 0.00915509 | -0.0108218 |
17 | 9.89 | 9.86964 | 9.86625 | 0.0033912 | 0.0203588 |
18 | 9.9 | 9.87506 | 9.8825 | -0.00744213 | 0.0249421 |
19 | 9.92 | 9.89756 | 9.89958 | -0.00202546 | 0.0224421 |
20 | 9.91 | 9.89832 | 9.91792 | -0.0195949 | 0.0116782 |
21 | 9.92 | 9.92416 | 9.93667 | -0.0125116 | -0.00415509 |
22 | 9.92 | 9.93492 | 9.95708 | -0.0221644 | -0.014919 |
23 | 9.96 | 9.98652 | 9.97708 | 0.00943287 | -0.0265162 |
24 | 9.97 | 9.99291 | 9.99417 | -0.00126157 | -0.0229051 |
25 | 9.98 | 10.001 | 10.01 | -0.00903935 | -0.0209606 |
26 | 10.06 | 10.0546 | 10.0292 | 0.0254051 | 0.00542824 |
27 | 10.07 | 10.0796 | 10.0529 | 0.0266551 | -0.00957176 |
28 | 10.12 | 10.0858 | 10.0767 | 0.00915509 | 0.0341782 |
29 | 10.1 | 10.1096 | 10.1062 | 0.0033912 | -0.0096412 |
30 | 10.1 | 10.1342 | 10.1417 | -0.00744213 | -0.0342245 |
31 | 10.1 | 10.1742 | 10.1763 | -0.00202546 | -0.0742245 |
32 | 10.19 | 10.19 | 10.2096 | -0.0195949 | 1.15741e-05 |
33 | 10.21 | 10.2308 | 10.2433 | -0.0125116 | -0.0208218 |
34 | 10.2 | 10.2537 | 10.2758 | -0.0221644 | -0.053669 |
35 | 10.39 | 10.3165 | 10.3071 | 0.00943287 | 0.0734838 |
36 | 10.39 | 10.3383 | 10.3396 | -0.00126157 | 0.0516782 |
37 | 10.39 | 10.3635 | 10.3725 | -0.00903935 | 0.0265394 |
38 | 10.45 | 10.4279 | 10.4025 | 0.0254051 | 0.0220949 |
39 | 10.49 | 10.455 | 10.4283 | 0.0266551 | 0.0350116 |
40 | 10.48 | 10.4637 | 10.4546 | 0.00915509 | 0.0162616 |
41 | 10.49 | 10.478 | 10.4746 | 0.0033912 | 0.0120255 |
42 | 10.49 | 10.4796 | 10.4871 | -0.00744213 | 0.0103588 |
43 | 10.5 | 10.498 | 10.5 | -0.00202546 | 0.00202546 |
44 | 10.51 | 10.4925 | 10.5121 | -0.0195949 | 0.0175116 |
45 | 10.51 | 10.5092 | 10.5217 | -0.0125116 | 0.000844907 |
46 | 10.53 | 10.507 | 10.5292 | -0.0221644 | 0.0229977 |
47 | 10.54 | 10.5453 | 10.5358 | 0.00943287 | -0.0052662 |
48 | 10.54 | 10.5421 | 10.5433 | -0.00126157 | -0.00207176 |
49 | 10.55 | 10.5439 | 10.5529 | -0.00903935 | 0.00612269 |
50 | 10.58 | 10.5887 | 10.5633 | 0.0254051 | -0.00873843 |
51 | 10.59 | 10.6012 | 10.5746 | 0.0266551 | -0.0112384 |
52 | 10.56 | 10.5967 | 10.5875 | 0.00915509 | -0.0366551 |
53 | 10.57 | 10.6051 | 10.6017 | 0.0033912 | -0.0350579 |
54 | 10.59 | 10.6092 | 10.6167 | -0.00744213 | -0.0192245 |
55 | 10.63 | 10.6296 | 10.6317 | -0.00202546 | 0.000358796 |
56 | 10.63 | 10.6267 | 10.6463 | -0.0195949 | 0.00334491 |
57 | 10.66 | 10.6487 | 10.6613 | -0.0125116 | 0.0112616 |
58 | 10.69 | 10.6566 | 10.6788 | -0.0221644 | 0.0334144 |
59 | 10.72 | 10.7086 | 10.6992 | 0.00943287 | 0.0114005 |
60 | 10.72 | 10.7187 | 10.72 | -0.00126157 | 0.00126157 |
61 | 10.73 | 10.7301 | 10.7392 | -0.00903935 | -0.000127315 |
62 | 10.75 | 10.7842 | 10.7588 | 0.0254051 | -0.0341551 |
63 | 10.78 | 10.8087 | 10.7821 | 0.0266551 | -0.0287384 |
64 | 10.79 | 10.8162 | 10.8071 | 0.00915509 | -0.0262384 |
65 | 10.83 | 10.8342 | 10.8308 | 0.0033912 | -0.00422454 |
66 | 10.83 | 10.8484 | 10.8558 | -0.00744213 | -0.0183912 |
67 | 10.85 | 10.8817 | 10.8838 | -0.00202546 | -0.0317245 |
68 | 10.88 | 10.8958 | 10.9154 | -0.0195949 | -0.0158218 |
69 | 10.97 | 10.9371 | 10.9496 | -0.0125116 | 0.0329282 |
70 | 10.98 | 10.9616 | 10.9837 | -0.0221644 | 0.0184144 |
71 | 11 | 11.0265 | 11.0171 | 0.00943287 | -0.0265162 |
72 | 11.04 | 11.05 | 11.0512 | -0.00126157 | -0.00998843 |
73 | 11.08 | 11.0785 | 11.0875 | -0.00903935 | 0.00153935 |
74 | 11.16 | 11.1492 | 11.1237 | 0.0254051 | 0.0108449 |
75 | 11.19 | 11.1858 | 11.1592 | 0.0266551 | 0.00417824 |
76 | 11.2 | 11.2021 | 11.1929 | 0.00915509 | -0.00207176 |
77 | 11.22 | 11.2288 | 11.2254 | 0.0033912 | -0.00880787 |
78 | 11.26 | 11.2488 | 11.2562 | -0.00744213 | 0.0111921 |
79 | 11.29 | NA | NA | -0.00202546 | NA |
80 | 11.31 | NA | NA | -0.0195949 | NA |
81 | 11.39 | NA | NA | -0.0125116 | NA |
82 | 11.37 | NA | NA | -0.0221644 | NA |
83 | 11.39 | NA | NA | 0.00943287 | NA |
84 | 11.39 | NA | NA | -0.00126157 | NA |