Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 28886 | NA | NA | -904.596 | NA |
2 | 28549 | NA | NA | -1263.39 | NA |
3 | 33348 | NA | NA | 1679.41 | NA |
4 | 29017 | NA | NA | -150.138 | NA |
5 | 30924 | NA | NA | 404.674 | NA |
6 | 30435 | NA | NA | 472.737 | NA |
7 | 29431 | 30508.2 | 30487.3 | 20.8932 | -1077.23 |
8 | 30290 | 29631.8 | 30712 | -1080.13 | 658.169 |
9 | 31286 | 30938.2 | 30884.3 | 53.8828 | 347.826 |
10 | 30622 | 32415.1 | 31004.9 | 1410.22 | -1793.09 |
11 | 31742 | 31591 | 31197 | 394.091 | 150.951 |
12 | 30391 | 30336 | 31373.7 | -1037.66 | 54.9505 |
13 | 30740 | 30663.5 | 31568.1 | -904.596 | 76.4714 |
14 | 32086 | 30517.8 | 31781.2 | -1263.39 | 1568.18 |
15 | 33947 | 33564.8 | 31885.4 | 1679.41 | 382.169 |
16 | 31312 | 31918.4 | 32068.5 | -150.138 | -606.404 |
17 | 33239 | 32741.8 | 32337.1 | 404.674 | 497.201 |
18 | 32362 | 32913.7 | 32441 | 472.737 | -551.695 |
19 | 32170 | 32562.7 | 32541.8 | 20.8932 | -392.727 |
20 | 32665 | 31519.5 | 32599.7 | -1080.13 | 1145.46 |
21 | 31412 | 32589.6 | 32535.7 | 53.8828 | -1177.59 |
22 | 34891 | 33926.6 | 32516.4 | 1410.22 | 964.409 |
23 | 33919 | 32921 | 32526.9 | 394.091 | 997.992 |
24 | 30706 | 31478.4 | 32516 | -1037.66 | -772.383 |
25 | 32846 | 31607.2 | 32511.8 | -904.596 | 1238.76 |
26 | 31368 | 31151.9 | 32415.2 | -1263.39 | 216.138 |
27 | 33130 | 34016.7 | 32337.2 | 1679.41 | -886.664 |
28 | 31665 | 32164.9 | 32315.1 | -150.138 | -499.945 |
29 | 33139 | 32606.2 | 32201.5 | 404.674 | 532.784 |
30 | 32201 | 32636.4 | 32163.7 | 472.737 | -435.404 |
31 | 32230 | 32177.6 | 32156.7 | 20.8932 | 52.3568 |
32 | 30287 | 30991.1 | 32071.2 | -1080.13 | -704.122 |
33 | 31918 | 32066.2 | 32012.3 | 53.8828 | -148.174 |
34 | 33853 | 33424.4 | 32014.2 | 1410.22 | 428.576 |
35 | 32232 | 32379.7 | 31985.6 | 394.091 | -147.716 |
36 | 31484 | 30894.3 | 31932 | -1037.66 | 589.701 |
37 | 31902 | 31060.5 | 31965.1 | -904.596 | 841.513 |
38 | 30260 | 30712 | 31975.4 | -1263.39 | -452.029 |
39 | 32823 | 33656.4 | 31977 | 1679.41 | -833.372 |
40 | 32018 | 31852.8 | 32002.9 | -150.138 | 165.221 |
41 | 32100 | 32356.9 | 31952.3 | 404.674 | -256.924 |
42 | 31952 | 32361.9 | 31889.2 | 472.737 | -409.904 |
43 | 33274 | 31763 | 31742.1 | 20.8932 | 1511.02 |
44 | 29491 | 30497.1 | 31577.2 | -1080.13 | -1006.08 |
45 | 32751 | 31679.6 | 31625.8 | 53.8828 | 1071.37 |
46 | 33643 | 33149.5 | 31739.2 | 1410.22 | 493.534 |
47 | 31226 | 32133.8 | 31739.7 | 394.091 | -907.799 |
48 | 30976 | 30754.8 | 31792.5 | -1037.66 | 221.159 |
49 | 28880 | 30943.3 | 31847.9 | -904.596 | -2063.32 |
50 | 29325 | 30563.9 | 31827.2 | -1263.39 | -1238.86 |
51 | 34923 | 33491.7 | 31812.3 | 1679.41 | 1431.29 |
52 | 32642 | 31607.4 | 31757.6 | -150.138 | 1034.55 |
53 | 31487 | 32166.6 | 31762 | 404.674 | -679.633 |
54 | 33832 | 32341.6 | 31868.8 | 472.737 | 1490.43 |
55 | 32724 | NA | NA | 20.8932 | NA |
56 | 29545 | NA | NA | -1080.13 | NA |
57 | 32338 | NA | NA | 53.8828 | NA |
58 | 32743 | NA | NA | 1410.22 | NA |
59 | 32231 | NA | NA | 394.091 | NA |
60 | 32536 | NA | NA | -1037.66 | NA |