Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100.57 | NA | NA | -0.0382812 | NA |
2 | 100.27 | NA | NA | -0.33342 | NA |
3 | 100.27 | NA | NA | -0.271337 | NA |
4 | 100.18 | NA | NA | -0.166753 | NA |
5 | 100.16 | NA | NA | -0.0586285 | NA |
6 | 100.18 | NA | NA | -0.041684 | NA |
7 | 100.18 | 100.274 | 100.563 | -0.289045 | -0.0938715 |
8 | 100.59 | 100.535 | 100.61 | -0.0747396 | 0.0547396 |
9 | 100.69 | 100.721 | 100.66 | 0.0606771 | -0.0310937 |
10 | 101.06 | 101.056 | 100.728 | 0.328108 | 0.00397569 |
11 | 101.15 | 101.26 | 100.815 | 0.445816 | -0.110399 |
12 | 101.16 | 101.349 | 100.91 | 0.439288 | -0.189288 |
13 | 101.16 | 100.969 | 101.007 | -0.0382812 | 0.191198 |
14 | 100.81 | 100.769 | 101.102 | -0.33342 | 0.0413368 |
15 | 100.94 | 100.934 | 101.205 | -0.271337 | 0.00633681 |
16 | 101.13 | 101.154 | 101.321 | -0.166753 | -0.0240799 |
17 | 101.29 | 101.384 | 101.443 | -0.0586285 | -0.0942882 |
18 | 101.34 | 101.529 | 101.571 | -0.041684 | -0.189149 |
19 | 101.35 | 101.412 | 101.701 | -0.289045 | -0.0622049 |
20 | 101.7 | 101.749 | 101.824 | -0.0747396 | -0.0490104 |
21 | 102.05 | 101.995 | 101.934 | 0.0606771 | 0.0551562 |
22 | 102.48 | 102.367 | 102.039 | 0.328108 | 0.112726 |
23 | 102.66 | 102.588 | 102.142 | 0.445816 | 0.071684 |
24 | 102.72 | 102.686 | 102.247 | 0.439288 | 0.0336285 |
25 | 102.73 | 102.315 | 102.353 | -0.0382812 | 0.415365 |
26 | 102.18 | 102.127 | 102.46 | -0.33342 | 0.0534201 |
27 | 102.22 | 102.289 | 102.561 | -0.271337 | -0.0694965 |
28 | 102.37 | 102.484 | 102.651 | -0.166753 | -0.11408 |
29 | 102.53 | 102.678 | 102.737 | -0.0586285 | -0.148455 |
30 | 102.61 | 102.78 | 102.822 | -0.041684 | -0.170399 |
31 | 102.62 | 102.443 | 102.732 | -0.289045 | 0.176545 |
32 | 103 | 102.397 | 102.472 | -0.0747396 | 0.602656 |
33 | 103.17 | 102.276 | 102.215 | 0.0606771 | 0.894323 |
34 | 103.52 | 102.289 | 101.961 | 0.328108 | 1.23064 |
35 | 103.69 | 102.16 | 101.714 | 0.445816 | 1.53043 |
36 | 103.73 | 101.908 | 101.468 | 0.439288 | 1.82238 |
37 | 99.57 | 101.189 | 101.227 | -0.0382812 | -1.61922 |
38 | 99.09 | 100.658 | 100.991 | -0.33342 | -1.56783 |
39 | 99.14 | 100.488 | 100.759 | -0.271337 | -1.34783 |
40 | 99.36 | 100.369 | 100.536 | -0.166753 | -1.0095 |
41 | 99.6 | 100.261 | 100.32 | -0.0586285 | -0.661372 |
42 | 99.65 | 100.065 | 100.107 | -0.041684 | -0.414983 |
43 | 99.8 | 99.7793 | 100.068 | -0.289045 | 0.0207118 |
44 | 100.15 | 100.146 | 100.22 | -0.0747396 | 0.00432292 |
45 | 100.45 | 100.449 | 100.389 | 0.0606771 | 0.000572917 |
46 | 100.89 | 100.874 | 100.546 | 0.328108 | 0.0156424 |
47 | 101.13 | 101.132 | 100.686 | 0.445816 | -0.00164931 |
48 | 101.17 | 101.254 | 100.815 | 0.439288 | -0.0842882 |
49 | 101.21 | 100.886 | 100.924 | -0.0382812 | 0.324115 |
50 | 101.1 | 100.677 | 101.01 | -0.33342 | 0.423003 |
51 | 101.17 | 100.811 | 101.082 | -0.271337 | 0.359253 |
52 | 101.11 | 100.962 | 101.129 | -0.166753 | 0.147587 |
53 | 101.2 | 101.096 | 101.155 | -0.0586285 | 0.103628 |
54 | 101.15 | 101.135 | 101.177 | -0.041684 | 0.0150174 |
55 | 100.92 | 100.929 | 101.218 | -0.289045 | -0.00928819 |
56 | 101.1 | 101.209 | 101.283 | -0.0747396 | -0.108594 |
57 | 101.22 | 101.415 | 101.354 | 0.0606771 | -0.194844 |
58 | 101.25 | 101.759 | 101.431 | 0.328108 | -0.508941 |
59 | 101.39 | 101.954 | 101.508 | 0.445816 | -0.564149 |
60 | 101.43 | 102.027 | 101.588 | 0.439288 | -0.597205 |
61 | 101.95 | 101.621 | 101.66 | -0.0382812 | 0.328698 |
62 | 101.92 | 101.369 | 101.703 | -0.33342 | 0.550503 |
63 | 102.05 | 101.453 | 101.724 | -0.271337 | 0.59717 |
64 | 102.07 | 101.579 | 101.746 | -0.166753 | 0.490503 |
65 | 102.1 | 101.716 | 101.775 | -0.0586285 | 0.384045 |
66 | 102.16 | 101.759 | 101.801 | -0.041684 | 0.400851 |
67 | 101.63 | 101.554 | 101.843 | -0.289045 | 0.0757118 |
68 | 101.43 | 101.827 | 101.901 | -0.0747396 | -0.39651 |
69 | 101.4 | 102.017 | 101.956 | 0.0606771 | -0.61651 |
70 | 101.6 | 102.346 | 102.018 | 0.328108 | -0.746441 |
71 | 101.72 | 102.538 | 102.092 | 0.445816 | -0.818316 |
72 | 101.73 | 102.608 | 102.168 | 0.439288 | -0.877622 |
73 | 102.67 | 102.203 | 102.241 | -0.0382812 | 0.467448 |
74 | 102.59 | 101.983 | 102.316 | -0.33342 | 0.60717 |
75 | 102.69 | 102.128 | 102.399 | -0.271337 | 0.56217 |
76 | 102.93 | 102.313 | 102.48 | -0.166753 | 0.61717 |
77 | 103.02 | 102.496 | 102.555 | -0.0586285 | 0.524045 |
78 | 103.06 | 102.594 | 102.635 | -0.041684 | 0.466267 |
79 | 102.47 | NA | NA | -0.289045 | NA |
80 | 102.4 | NA | NA | -0.0747396 | NA |
81 | 102.42 | NA | NA | 0.0606771 | NA |
82 | 102.51 | NA | NA | 0.328108 | NA |
83 | 102.61 | NA | NA | 0.445816 | NA |
84 | 102.78 | NA | NA | 0.439288 | NA |