Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 10.92 | NA | NA | -0.0586516 | NA |
2 | 10.98 | NA | NA | -0.0152488 | NA |
3 | 11.15 | NA | NA | -0.0411516 | NA |
4 | 11.19 | NA | NA | -0.02011 | NA |
5 | 11.33 | NA | NA | -0.000109954 | NA |
6 | 11.38 | NA | NA | 0.0155845 | NA |
7 | 11.4 | 11.4241 | 11.4187 | 0.00530671 | -0.0240567 |
8 | 11.45 | 11.5157 | 11.4925 | 0.0232234 | -0.0657234 |
9 | 11.56 | 11.5636 | 11.5596 | 0.00405671 | -0.00364005 |
10 | 11.61 | 11.656 | 11.6196 | 0.0364178 | -0.0460012 |
11 | 11.82 | 11.719 | 11.67 | 0.0489873 | 0.101013 |
12 | 11.77 | 11.7175 | 11.7158 | 0.0016956 | 0.0524711 |
13 | 11.85 | 11.6997 | 11.7583 | -0.0586516 | 0.150318 |
14 | 11.82 | 11.7818 | 11.7971 | -0.0152488 | 0.0381655 |
15 | 11.92 | 11.7868 | 11.8279 | -0.0411516 | 0.133235 |
16 | 11.86 | 11.8316 | 11.8517 | -0.02011 | 0.0284433 |
17 | 11.87 | 11.8686 | 11.8687 | -0.000109954 | 0.00135995 |
18 | 11.94 | 11.8981 | 11.8825 | 0.0155845 | 0.0419155 |
19 | 11.86 | 11.9016 | 11.8962 | 0.00530671 | -0.0415567 |
20 | 11.92 | 11.9366 | 11.9133 | 0.0232234 | -0.0165567 |
21 | 11.83 | 11.927 | 11.9229 | 0.00405671 | -0.0969734 |
22 | 11.91 | 11.9627 | 11.9262 | 0.0364178 | -0.0526678 |
23 | 11.93 | 11.9911 | 11.9421 | 0.0489873 | -0.0610706 |
24 | 11.99 | 11.9646 | 11.9629 | 0.0016956 | 0.0253877 |
25 | 11.96 | 11.9343 | 11.9929 | -0.0586516 | 0.025735 |
26 | 12.12 | 12.0127 | 12.0279 | -0.0152488 | 0.107332 |
27 | 11.85 | 12.0263 | 12.0675 | -0.0411516 | -0.176348 |
28 | 12.01 | 12.0891 | 12.1092 | -0.02011 | -0.0790567 |
29 | 12.1 | 12.1474 | 12.1475 | -0.000109954 | -0.04739 |
30 | 12.21 | 12.2048 | 12.1892 | 0.0155845 | 0.00524884 |
31 | 12.31 | 12.2291 | 12.2237 | 0.00530671 | 0.0809433 |
32 | 12.31 | 12.2761 | 12.2529 | 0.0232234 | 0.03386 |
33 | 12.39 | 12.2978 | 12.2937 | 0.00405671 | 0.0921933 |
34 | 12.35 | 12.3739 | 12.3375 | 0.0364178 | -0.0239178 |
35 | 12.41 | 12.4227 | 12.3737 | 0.0489873 | -0.0127373 |
36 | 12.51 | 12.4079 | 12.4062 | 0.0016956 | 0.102054 |
37 | 12.27 | 12.3709 | 12.4296 | -0.0586516 | -0.100932 |
38 | 12.51 | 12.431 | 12.4462 | -0.0152488 | 0.0789988 |
39 | 12.44 | 12.4222 | 12.4633 | -0.0411516 | 0.0178183 |
40 | 12.47 | 12.4582 | 12.4783 | -0.02011 | 0.0117766 |
41 | 12.51 | 12.4957 | 12.4958 | -0.000109954 | 0.0142766 |
42 | 12.58 | 12.5277 | 12.5121 | 0.0155845 | 0.0523322 |
43 | 12.5 | 12.5341 | 12.5288 | 0.00530671 | -0.0340567 |
44 | 12.52 | 12.567 | 12.5438 | 0.0232234 | -0.0469734 |
45 | 12.59 | 12.5611 | 12.5571 | 0.00405671 | 0.02886 |
46 | 12.51 | 12.6093 | 12.5729 | 0.0364178 | -0.0993345 |
47 | 12.67 | 12.6369 | 12.5879 | 0.0489873 | 0.0330961 |
48 | 12.64 | 12.6096 | 12.6079 | 0.0016956 | 0.0303877 |
49 | 12.54 | 12.5751 | 12.6338 | -0.0586516 | -0.0350984 |
50 | 12.6 | 12.6456 | 12.6608 | -0.0152488 | -0.0455845 |
51 | 12.67 | 12.6405 | 12.6817 | -0.0411516 | 0.029485 |
52 | 12.62 | 12.6878 | 12.7079 | -0.02011 | -0.0678067 |
53 | 12.72 | 12.7274 | 12.7275 | -0.000109954 | -0.00739005 |
54 | 12.85 | 12.7414 | 12.7258 | 0.0155845 | 0.108582 |
55 | 12.85 | 12.732 | 12.7267 | 0.00530671 | 0.118027 |
56 | 12.82 | 12.7582 | 12.735 | 0.0232234 | 0.0617766 |
57 | 12.79 | 12.7461 | 12.7421 | 0.00405671 | 0.04386 |
58 | 12.94 | 12.791 | 12.7546 | 0.0364178 | 0.148999 |
59 | 12.71 | 12.8182 | 12.7692 | 0.0489873 | -0.108154 |
60 | 12.56 | 12.775 | 12.7733 | 0.0016956 | -0.215029 |
61 | 12.64 | 12.7151 | 12.7738 | -0.0586516 | -0.0750984 |
62 | 12.7 | 12.7702 | 12.7854 | -0.0152488 | -0.0701678 |
63 | 12.74 | 12.763 | 12.8042 | -0.0411516 | -0.023015 |
64 | 12.85 | 12.8032 | 12.8233 | -0.02011 | 0.0467766 |
65 | 12.84 | 12.8557 | 12.8558 | -0.000109954 | -0.0157234 |
66 | 12.83 | 12.9189 | 12.9033 | 0.0155845 | -0.0889178 |
67 | 12.88 | 12.957 | 12.9517 | 0.00530671 | -0.0769734 |
68 | 13.07 | 13.0141 | 12.9908 | 0.0232234 | 0.0559433 |
69 | 12.99 | 13.032 | 13.0279 | 0.00405671 | -0.0419734 |
70 | 13.2 | 13.1048 | 13.0683 | 0.0364178 | 0.0952488 |
71 | 13.23 | 13.1598 | 13.1108 | 0.0489873 | 0.0701794 |
72 | 13.18 | 13.1529 | 13.1512 | 0.0016956 | 0.0270544 |
73 | 13.18 | 13.1226 | 13.1812 | -0.0586516 | 0.0574016 |
74 | 13.1 | 13.1864 | 13.2017 | -0.0152488 | -0.0864178 |
75 | 13.23 | 13.1888 | 13.23 | -0.0411516 | 0.0411516 |
76 | 13.33 | 13.2478 | 13.2679 | -0.02011 | 0.0821933 |
77 | 13.38 | 13.3028 | 13.3029 | -0.000109954 | 0.0771933 |
78 | 13.26 | 13.3568 | 13.3412 | 0.0155845 | -0.0968345 |
79 | 13.17 | NA | NA | 0.00530671 | NA |
80 | 13.27 | NA | NA | 0.0232234 | NA |
81 | 13.47 | NA | NA | 0.00405671 | NA |
82 | 13.63 | NA | NA | 0.0364178 | NA |
83 | 13.64 | NA | NA | 0.0489873 | NA |
84 | 13.69 | NA | NA | 0.0016956 | NA |