Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 11.73 | NA | NA | 0.0537698 | NA |
2 | 11.74 | NA | NA | -0.0591468 | NA |
3 | 11.65 | NA | NA | -0.187341 | NA |
4 | 11.38 | NA | NA | -0.00713294 | NA |
5 | 11.53 | NA | NA | 0.00911706 | NA |
6 | 11.75 | NA | NA | 0.0745337 | NA |
7 | 11.82 | 11.7396 | 11.6133 | 0.12624 | 0.0804266 |
8 | 11.83 | 11.672 | 11.5975 | 0.0744643 | 0.158036 |
9 | 11.63 | 11.641 | 11.5733 | 0.0676587 | -0.0109921 |
10 | 11.55 | 11.5426 | 11.5742 | -0.0315774 | 0.00741071 |
11 | 11.4 | 11.6451 | 11.5871 | 0.058006 | -0.245089 |
12 | 11.4 | 11.4035 | 11.5821 | -0.178591 | -0.00349206 |
13 | 11.63 | 11.6346 | 11.5808 | 0.0537698 | -0.00460317 |
14 | 11.46 | 11.5209 | 11.58 | -0.0591468 | -0.0608532 |
15 | 11.35 | 11.3914 | 11.5787 | -0.187341 | -0.0414087 |
16 | 11.7 | 11.5741 | 11.5812 | -0.00713294 | 0.125883 |
17 | 11.52 | 11.6137 | 11.6046 | 0.00911706 | -0.0937004 |
18 | 11.64 | 11.7129 | 11.6383 | 0.0745337 | -0.0728671 |
19 | 11.9 | 11.7892 | 11.6629 | 0.12624 | 0.110843 |
20 | 11.73 | 11.7657 | 11.6912 | 0.0744643 | -0.0357143 |
21 | 11.7 | 11.7856 | 11.7179 | 0.0676587 | -0.0855754 |
22 | 11.54 | 11.7101 | 11.7417 | -0.0315774 | -0.170089 |
23 | 11.97 | 11.8234 | 11.7654 | 0.058006 | 0.146577 |
24 | 11.64 | 11.6297 | 11.8083 | -0.178591 | 0.0102579 |
25 | 11.98 | 11.9184 | 11.8646 | 0.0537698 | 0.0616468 |
26 | 11.79 | 11.8659 | 11.925 | -0.0591468 | -0.0758532 |
27 | 11.66 | 11.8064 | 11.9938 | -0.187341 | -0.146409 |
28 | 11.96 | 12.0504 | 12.0575 | -0.00713294 | -0.0903671 |
29 | 11.83 | 12.1112 | 12.1021 | 0.00911706 | -0.2812 |
30 | 12.36 | 12.2091 | 12.1346 | 0.0745337 | 0.150883 |
31 | 12.53 | 12.2879 | 12.1617 | 0.12624 | 0.242093 |
32 | 12.55 | 12.2645 | 12.19 | 0.0744643 | 0.285536 |
33 | 12.53 | 12.2868 | 12.2192 | 0.0676587 | 0.243175 |
34 | 12.24 | 12.2055 | 12.2371 | -0.0315774 | 0.034494 |
35 | 12.34 | 12.3134 | 12.2554 | 0.058006 | 0.0265774 |
36 | 12.05 | 12.0793 | 12.2579 | -0.178591 | -0.0293254 |
37 | 12.22 | 12.2904 | 12.2367 | 0.0537698 | -0.0704365 |
38 | 12.23 | 12.1454 | 12.2046 | -0.0591468 | 0.0845635 |
39 | 11.92 | 11.9764 | 12.1637 | -0.187341 | -0.0564087 |
40 | 12.13 | 12.1225 | 12.1296 | -0.00713294 | 0.0075496 |
41 | 12.1 | 12.1183 | 12.1092 | 0.00911706 | -0.0182837 |
42 | 12.15 | 12.1687 | 12.0942 | 0.0745337 | -0.0187004 |
43 | 12.23 | 12.2008 | 12.0746 | 0.12624 | 0.0291766 |
44 | 12.08 | 12.1186 | 12.0442 | 0.0744643 | -0.038631 |
45 | 12.02 | 12.0731 | 12.0054 | 0.0676587 | -0.0530754 |
46 | 11.93 | 11.9326 | 11.9642 | -0.0315774 | -0.00258929 |
47 | 12.16 | 11.9943 | 11.9362 | 0.058006 | 0.165744 |
48 | 11.87 | 11.7397 | 11.9183 | -0.178591 | 0.130258 |
49 | 11.93 | 11.9446 | 11.8908 | 0.0537698 | -0.0146032 |
50 | 11.79 | 11.7946 | 11.8538 | -0.0591468 | -0.00460317 |
51 | 11.43 | 11.6468 | 11.8342 | -0.187341 | -0.216825 |
52 | 11.63 | 11.8229 | 11.83 | -0.00713294 | -0.192867 |
53 | 11.93 | 11.8233 | 11.8142 | 0.00911706 | 0.106716 |
54 | 11.89 | 11.8716 | 11.7971 | 0.0745337 | 0.0183829 |
55 | 11.83 | 11.9162 | 11.79 | 0.12624 | -0.0862401 |
56 | 11.59 | 11.8699 | 11.7954 | 0.0744643 | -0.279881 |
57 | 12.04 | 11.8893 | 11.8217 | 0.0676587 | 0.150675 |
58 | 11.81 | 11.8188 | 11.8504 | -0.0315774 | -0.00883929 |
59 | 11.9 | 11.9205 | 11.8625 | 0.058006 | -0.020506 |
60 | 11.72 | 11.6872 | 11.8658 | -0.178591 | 0.0327579 |
61 | 11.91 | 11.9184 | 11.8646 | 0.0537698 | -0.00835317 |
62 | 11.94 | 11.8088 | 11.8679 | -0.0591468 | 0.13123 |
63 | 11.91 | 11.6627 | 11.85 | -0.187341 | 0.247341 |
64 | 11.84 | 11.8183 | 11.8254 | -0.00713294 | 0.0217163 |
65 | 12.01 | 11.8204 | 11.8112 | 0.00911706 | 0.189633 |
66 | 11.89 | 11.855 | 11.7804 | 0.0745337 | 0.0350496 |
67 | 11.8 | 11.8767 | 11.7504 | 0.12624 | -0.0766567 |
68 | 11.7 | 11.7907 | 11.7162 | 0.0744643 | -0.0907143 |
69 | 11.5 | 11.7456 | 11.6779 | 0.0676587 | -0.245575 |
70 | 11.76 | 11.6218 | 11.6533 | -0.0315774 | 0.138244 |
71 | 11.61 | 11.6847 | 11.6267 | 0.058006 | -0.0746726 |
72 | 11.27 | 11.4118 | 11.5904 | -0.178591 | -0.141825 |
73 | 11.64 | 11.605 | 11.5513 | 0.0537698 | 0.0349802 |
74 | 11.39 | 11.4659 | 11.525 | -0.0591468 | -0.0758532 |
75 | 11.54 | 11.3277 | 11.515 | -0.187341 | 0.212341 |
76 | 11.62 | 11.4933 | 11.5004 | -0.00713294 | 0.126716 |
77 | 11.59 | 11.4945 | 11.4854 | 0.00911706 | 0.0954663 |
78 | 11.44 | 11.5541 | 11.4796 | 0.0745337 | -0.114117 |
79 | 11.31 | 11.6112 | 11.485 | 0.12624 | -0.30124 |
80 | 11.56 | NA | NA | 0.0744643 | NA |
81 | 11.4 | NA | NA | 0.0676587 | NA |
82 | 11.51 | NA | NA | -0.0315774 | NA |
83 | 11.5 | NA | NA | 0.058006 | NA |
84 | 11.24 | NA | NA | -0.178591 | NA |
85 | 11.8 | NA | NA | 0.0537698 | NA |