Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 81.83 | NA | NA | 0.996778 | NA |
2 | 82.58 | NA | NA | 0.999951 | NA |
3 | 82.6 | NA | NA | 1.00239 | NA |
4 | 82.71 | NA | NA | 1.00163 | NA |
5 | 82.98 | NA | NA | 1.00213 | NA |
6 | 83.11 | NA | NA | 1.00073 | NA |
7 | 83.22 | 83.1282 | 83.1142 | 1.00017 | 1.0011 |
8 | 83.32 | 83.2436 | 83.2825 | 0.999533 | 1.00092 |
9 | 83.39 | 83.4187 | 83.4533 | 0.999585 | 0.999656 |
10 | 83.45 | 83.6392 | 83.6375 | 1.00002 | 0.997738 |
11 | 83.52 | 83.7563 | 83.82 | 0.99924 | 0.997179 |
12 | 83.59 | 83.8168 | 83.9979 | 0.997844 | 0.997294 |
13 | 83.97 | 83.9112 | 84.1825 | 0.996778 | 1.0007 |
14 | 84.48 | 84.3658 | 84.37 | 0.999951 | 1.00135 |
15 | 84.8 | 84.7556 | 84.5533 | 1.00239 | 1.00052 |
16 | 84.93 | 84.8797 | 84.7417 | 1.00163 | 1.00059 |
17 | 85.14 | 85.1176 | 84.9363 | 1.00213 | 1.00026 |
18 | 85.22 | 85.1947 | 85.1329 | 1.00073 | 1.0003 |
19 | 85.54 | 85.3331 | 85.3188 | 1.00017 | 1.00242 |
20 | 85.5 | 85.4426 | 85.4825 | 0.999533 | 1.00067 |
21 | 85.61 | 85.6132 | 85.6487 | 0.999585 | 0.999963 |
22 | 85.75 | 85.8396 | 85.8379 | 1.00002 | 0.998956 |
23 | 85.89 | 85.9746 | 86.04 | 0.99924 | 0.999016 |
24 | 85.94 | 86.0562 | 86.2421 | 0.997844 | 0.99865 |
25 | 86.08 | 86.1556 | 86.4342 | 0.996778 | 0.999122 |
26 | 86.3 | 86.622 | 86.6263 | 0.999951 | 0.996283 |
27 | 86.97 | 87.0393 | 86.8317 | 1.00239 | 0.999203 |
28 | 87.3 | 87.2018 | 87.06 | 1.00163 | 1.00113 |
29 | 87.62 | 87.491 | 87.3046 | 1.00213 | 1.00147 |
30 | 87.59 | 87.6144 | 87.5508 | 1.00073 | 0.999722 |
31 | 87.78 | 87.8098 | 87.795 | 1.00017 | 0.999661 |
32 | 87.87 | 87.9985 | 88.0396 | 0.999533 | 0.99854 |
33 | 88.17 | 88.24 | 88.2767 | 0.999585 | 0.999207 |
34 | 88.67 | 88.4926 | 88.4908 | 1.00002 | 1.002 |
35 | 88.84 | 88.6147 | 88.6821 | 0.99924 | 1.00254 |
36 | 88.9 | 88.6738 | 88.8654 | 0.997844 | 1.00255 |
37 | 88.98 | 88.7631 | 89.05 | 0.996778 | 1.00244 |
38 | 89.27 | 89.2297 | 89.2342 | 0.999951 | 1.00045 |
39 | 89.69 | 89.6297 | 89.4158 | 1.00239 | 1.00067 |
40 | 89.72 | 89.7188 | 89.5729 | 1.00163 | 1.00001 |
41 | 89.79 | 89.9007 | 89.7092 | 1.00213 | 0.998769 |
42 | 89.82 | 89.9102 | 89.845 | 1.00073 | 0.998997 |
43 | 89.98 | 89.9923 | 89.9771 | 1.00017 | 0.999864 |
44 | 90.09 | 90.0875 | 90.1296 | 0.999533 | 1.00003 |
45 | 90.31 | 90.2708 | 90.3083 | 0.999585 | 1.00043 |
46 | 90.3 | 90.4918 | 90.49 | 1.00002 | 0.99788 |
47 | 90.48 | 90.6073 | 90.6762 | 0.99924 | 0.998595 |
48 | 90.52 | 90.6724 | 90.8683 | 0.997844 | 0.998319 |
49 | 90.53 | 90.7595 | 91.0529 | 0.996778 | 0.997471 |
50 | 91.38 | 91.2292 | 91.2338 | 0.999951 | 1.00165 |
51 | 91.87 | 91.6437 | 91.425 | 1.00239 | 1.00247 |
52 | 91.9 | 91.7759 | 91.6267 | 1.00163 | 1.00135 |
53 | 92.08 | 92.0294 | 91.8333 | 1.00213 | 1.00055 |
54 | 92.14 | 92.1118 | 92.045 | 1.00073 | 1.00031 |
55 | 92.09 | 92.2851 | 92.2696 | 1.00017 | 0.997885 |
56 | 92.32 | 92.4568 | 92.5 | 0.999533 | 0.99852 |
57 | 92.67 | 92.6786 | 92.7171 | 0.999585 | 0.999907 |
58 | 92.78 | 92.931 | 92.9292 | 1.00002 | 0.998375 |
59 | 92.96 | 93.0813 | 93.1521 | 0.99924 | 0.998697 |
60 | 93.12 | 93.1816 | 93.3829 | 0.997844 | 0.999339 |
61 | 93.32 | 93.3192 | 93.6208 | 0.996778 | 1.00001 |
62 | 94.12 | 93.8499 | 93.8546 | 0.999951 | 1.00288 |
63 | 94.34 | 94.2962 | 94.0713 | 1.00239 | 1.00046 |
64 | 94.52 | 94.4382 | 94.2846 | 1.00163 | 1.00087 |
65 | 94.81 | 94.7001 | 94.4983 | 1.00213 | 1.00116 |
66 | 94.95 | 94.7754 | 94.7067 | 1.00073 | 1.00184 |
67 | 94.99 | 94.9243 | 94.9083 | 1.00017 | 1.00069 |
68 | 95.03 | 95.0381 | 95.0825 | 0.999533 | 0.999915 |
69 | 95.16 | 95.1963 | 95.2358 | 0.999585 | 0.999619 |
70 | 95.41 | 95.3861 | 95.3842 | 1.00002 | 1.00025 |
71 | 95.46 | 95.4757 | 95.5483 | 0.99924 | 0.999835 |
72 | 95.62 | 95.5245 | 95.7308 | 0.997844 | 1.001 |
73 | 95.66 | 95.6072 | 95.9162 | 0.996778 | 1.00055 |
74 | 95.96 | 96.1198 | 96.1246 | 0.999951 | 0.998337 |
75 | 96.18 | 96.5792 | 96.3488 | 1.00239 | 0.995867 |
76 | 96.24 | 96.7311 | 96.5737 | 1.00163 | 0.994923 |
77 | 97.03 | 97.0075 | 96.8008 | 1.00213 | 1.00023 |
78 | 97.11 | 97.0925 | 97.0221 | 1.00073 | 1.00018 |
79 | 97.28 | 97.2618 | 97.2454 | 1.00017 | 1.00019 |
80 | 97.74 | 97.4282 | 97.4738 | 0.999533 | 1.0032 |
81 | 97.83 | 97.6848 | 97.7254 | 0.999585 | 1.00149 |
82 | 98.14 | 98.0078 | 98.0058 | 1.00002 | 1.00135 |
83 | 98.18 | 98.1895 | 98.2642 | 0.99924 | 0.999903 |
84 | 98.21 | 98.2823 | 98.4946 | 0.997844 | 0.999265 |
85 | 98.43 | 98.4011 | 98.7192 | 0.996778 | 1.00029 |
86 | 98.67 | 98.9264 | 98.9312 | 0.999951 | 0.997409 |
87 | 99.51 | 99.3834 | 99.1463 | 1.00239 | 1.00127 |
88 | 99.64 | 99.5432 | 99.3813 | 1.00163 | 1.00097 |
89 | 99.83 | 99.8398 | 99.6271 | 1.00213 | 0.999902 |
90 | 99.84 | 99.9491 | 99.8767 | 1.00073 | 0.998908 |
91 | 99.94 | 100.126 | 100.109 | 1.00017 | 0.998142 |
92 | 100.17 | 100.305 | 100.352 | 0.999533 | 0.998652 |
93 | 100.56 | 100.563 | 100.605 | 0.999585 | 0.999968 |
94 | 101.05 | 100.84 | 100.838 | 1.00002 | 1.00208 |
95 | 101.17 | 100.988 | 101.065 | 0.99924 | 1.0018 |
96 | 101.21 | 101.076 | 101.295 | 0.997844 | 1.00132 |
97 | 101.01 | 101.213 | 101.54 | 0.996778 | 0.997996 |
98 | 101.92 | 101.784 | 101.789 | 0.999951 | 1.00133 |
99 | 102.33 | 102.272 | 102.028 | 1.00239 | 1.00056 |
100 | 102.41 | 102.426 | 102.26 | 1.00163 | 0.999842 |
101 | 102.5 | 102.714 | 102.495 | 1.00213 | 0.997918 |
102 | 102.69 | 102.813 | 102.738 | 1.00073 | 0.998805 |
103 | 102.98 | 103.011 | 102.993 | 1.00017 | 0.999702 |
104 | 103.11 | 103.191 | 103.239 | 0.999533 | 0.999216 |
105 | 103.36 | 103.42 | 103.463 | 0.999585 | 0.99942 |
106 | 103.8 | 103.694 | 103.692 | 1.00002 | 1.00102 |
107 | 104.07 | 103.853 | 103.932 | 0.99924 | 1.00209 |
108 | 104.15 | 103.95 | 104.175 | 0.997844 | 1.00192 |
109 | 104.19 | 104.079 | 104.415 | 0.996778 | 1.00107 |
110 | 104.64 | 104.644 | 104.649 | 0.999951 | 0.999962 |
111 | 104.98 | 105.125 | 104.874 | 1.00239 | 0.998621 |
112 | 105.25 | 105.253 | 105.082 | 1.00163 | 0.999973 |
113 | 105.43 | 105.494 | 105.27 | 1.00213 | 0.99939 |
114 | 105.59 | 105.527 | 105.45 | 1.00073 | 1.0006 |
115 | 105.84 | NA | NA | 1.00017 | NA |
116 | 105.87 | NA | NA | 0.999533 | NA |
117 | 106 | NA | NA | 0.999585 | NA |
118 | 106.14 | NA | NA | 1.00002 | NA |
119 | 106.24 | NA | NA | 0.99924 | NA |
120 | 106.31 | NA | NA | 0.997844 | NA |