Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 96.67 | NA | NA | 1.0042 | NA |
2 | 96.67 | NA | NA | 1.00322 | NA |
3 | 96.67 | NA | NA | 1.00224 | NA |
4 | 96.67 | NA | NA | 0.998841 | NA |
5 | 96.67 | NA | NA | 0.993177 | NA |
6 | 96.67 | NA | NA | 0.987725 | NA |
7 | 96.67 | 96.3648 | 96.53 | 0.998289 | 1.00317 |
8 | 96.67 | 96.2302 | 96.49 | 0.997307 | 1.00457 |
9 | 96.67 | 96.096 | 96.45 | 0.996329 | 1.00597 |
10 | 96.19 | 97.1054 | 96.41 | 1.00721 | 0.990573 |
11 | 96.19 | 96.9694 | 96.37 | 1.00622 | 0.991963 |
12 | 96.19 | 96.8338 | 96.33 | 1.00523 | 0.993352 |
13 | 96.19 | 96.6948 | 96.29 | 1.0042 | 0.994779 |
14 | 96.19 | 96.5601 | 96.25 | 1.00322 | 0.996167 |
15 | 96.19 | 96.4259 | 96.21 | 1.00224 | 0.997553 |
16 | 96.19 | 96.2008 | 96.3125 | 0.998841 | 0.999887 |
17 | 96.19 | 95.8987 | 96.5575 | 0.993177 | 1.00304 |
18 | 96.19 | 95.6142 | 96.8025 | 0.987725 | 1.00602 |
19 | 96.19 | 96.8815 | 97.0475 | 0.998289 | 0.992863 |
20 | 96.19 | 97.0305 | 97.2925 | 0.997307 | 0.991338 |
21 | 96.19 | 97.1795 | 97.5375 | 0.996329 | 0.989818 |
22 | 99.13 | 98.4878 | 97.7825 | 1.00721 | 1.00652 |
23 | 99.13 | 98.6372 | 98.0275 | 1.00622 | 1.005 |
24 | 99.13 | 98.7864 | 98.2725 | 1.00523 | 1.00348 |
25 | 99.13 | 98.9317 | 98.5175 | 1.0042 | 1.002 |
26 | 99.13 | 99.0807 | 98.7625 | 1.00322 | 1.0005 |
27 | 99.13 | 99.2297 | 99.0075 | 1.00224 | 0.998995 |
28 | 99.13 | 99.0338 | 99.1487 | 0.998841 | 1.00097 |
29 | 99.13 | 98.5095 | 99.1862 | 0.993177 | 1.0063 |
30 | 99.13 | 98.0057 | 99.2238 | 0.987725 | 1.01147 |
31 | 99.13 | 99.0914 | 99.2612 | 0.998289 | 1.00039 |
32 | 99.13 | 99.0314 | 99.2988 | 0.997307 | 1.001 |
33 | 99.13 | 98.9716 | 99.3362 | 0.996329 | 1.0016 |
34 | 99.58 | 100.091 | 99.3738 | 1.00721 | 0.994899 |
35 | 99.58 | 100.03 | 99.4112 | 1.00622 | 0.995506 |
36 | 99.58 | 99.9688 | 99.4488 | 1.00523 | 0.99611 |
37 | 99.58 | 99.9045 | 99.4862 | 1.0042 | 0.996752 |
38 | 99.58 | 99.8444 | 99.5237 | 1.00322 | 0.997351 |
39 | 99.58 | 99.7847 | 99.5612 | 1.00224 | 0.997949 |
40 | 99.58 | 99.5349 | 99.6504 | 0.998841 | 1.00045 |
41 | 99.58 | 99.1104 | 99.7912 | 0.993177 | 1.00474 |
42 | 99.58 | 98.7054 | 99.9321 | 0.987725 | 1.00886 |
43 | 99.58 | 99.9009 | 100.072 | 0.998289 | 0.996788 |
44 | 99.58 | 99.9414 | 100.211 | 0.997307 | 0.996384 |
45 | 99.58 | 99.9821 | 100.35 | 0.996329 | 0.995979 |
46 | 101.27 | 101.214 | 100.49 | 1.00721 | 1.00055 |
47 | 101.27 | 101.255 | 100.629 | 1.00622 | 1.00015 |
48 | 101.27 | 101.295 | 100.768 | 1.00523 | 0.999754 |
49 | 101.25 | 101.331 | 100.907 | 1.0042 | 0.999198 |
50 | 101.25 | 101.372 | 101.046 | 1.00322 | 0.998798 |
51 | 101.25 | 101.412 | 101.185 | 1.00224 | 0.998398 |
52 | 101.25 | 101.191 | 101.308 | 0.998841 | 1.00058 |
53 | 101.25 | 100.723 | 101.415 | 0.993177 | 1.00523 |
54 | 101.25 | 100.275 | 101.522 | 0.987725 | 1.00972 |
55 | 101.25 | 101.455 | 101.629 | 0.998289 | 0.997977 |
56 | 101.25 | 101.464 | 101.738 | 0.997307 | 0.997895 |
57 | 101.25 | 101.472 | 101.846 | 0.996329 | 0.997812 |
58 | 102.55 | 102.69 | 101.954 | 1.00721 | 0.998641 |
59 | 102.55 | 102.697 | 102.062 | 1.00622 | 0.998566 |
60 | 102.55 | 102.705 | 102.171 | 1.00523 | 0.998489 |
61 | 102.55 | 102.709 | 102.279 | 1.0042 | 0.99845 |
62 | 102.55 | 102.717 | 102.388 | 1.00322 | 0.99837 |
63 | 102.55 | 102.726 | 102.496 | 1.00224 | 0.998288 |
64 | 102.55 | 103.661 | 103.781 | 0.998841 | 0.989287 |
65 | 102.55 | 105.518 | 106.242 | 0.993177 | 0.971876 |
66 | 102.55 | 107.37 | 108.704 | 0.987725 | 0.95511 |
67 | 102.55 | NA | NA | 0.998289 | NA |
68 | 102.55 | NA | NA | 0.997307 | NA |
69 | 102.55 | NA | NA | 0.996329 | NA |
70 | 132.09 | NA | NA | 1.00721 | NA |
71 | 132.09 | NA | NA | 1.00622 | NA |
72 | 132.09 | NA | NA | 1.00523 | NA |