Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 113149 | NA | NA | 4260.59 | NA |
2 | 112534 | NA | NA | 2955.65 | NA |
3 | 108783 | NA | NA | -240.635 | NA |
4 | 106640 | NA | NA | -3184.49 | NA |
5 | 102617 | NA | NA | -6581.76 | NA |
6 | 102191 | NA | NA | -7911.86 | NA |
7 | 117359 | 113571 | 107846 | 5724.23 | 3788.48 |
8 | 116083 | 113289 | 107157 | 6131.51 | 2794.45 |
9 | 108666 | 109061 | 106422 | 2639.26 | -394.76 |
10 | 105017 | 105199 | 105666 | -466.833 | -182.167 |
11 | 100918 | 102021 | 104909 | -2887.84 | -1103.24 |
12 | 103907 | 103712 | 104150 | -437.813 | 195.312 |
13 | 105732 | 107550 | 103289 | 4260.59 | -1817.8 |
14 | 103409 | 105319 | 102364 | 2955.65 | -1910.19 |
15 | 100255 | 101352 | 101593 | -240.635 | -1097.41 |
16 | 97036 | 97816.9 | 101001 | -3184.49 | -780.885 |
17 | 94055 | 93911.9 | 100494 | -6581.76 | 143.094 |
18 | 92523 | 92165.2 | 100077 | -7911.86 | 357.823 |
19 | 106380 | 105648 | 99923.8 | 5724.23 | 731.979 |
20 | 104846 | 106241 | 100109 | 6131.51 | -1394.89 |
21 | 101411 | 103024 | 100385 | 2639.26 | -1613.22 |
22 | 98072 | 100212 | 100679 | -466.833 | -2140.25 |
23 | 95678 | 98181 | 101069 | -2887.84 | -2503.03 |
24 | 99148 | 101128 | 101566 | -437.813 | -1980.44 |
25 | 106813 | 106265 | 102004 | 4260.59 | 547.948 |
26 | 106782 | 105546 | 102590 | 2955.65 | 1236.31 |
27 | 103496 | 103269 | 103510 | -240.635 | 226.719 |
28 | 100854 | 101427 | 104612 | -3184.49 | -573.26 |
29 | 99592 | 99292.9 | 105875 | -6581.76 | 299.135 |
30 | 98923 | 99226.3 | 107138 | -7911.86 | -303.26 |
31 | 110497 | 113895 | 108171 | 5724.23 | -3397.98 |
32 | 114783 | 115182 | 109051 | 6131.51 | -399.427 |
33 | 113551 | 112640 | 110001 | 2639.26 | 910.656 |
34 | 112376 | 110624 | 111091 | -466.833 | 1751.67 |
35 | 111683 | 109289 | 112177 | -2887.84 | 2394.09 |
36 | 113467 | 112748 | 113186 | -437.813 | 719.271 |
37 | 117277 | 118529 | 114268 | 4260.59 | -1251.59 |
38 | 117442 | 118260 | 115304 | 2955.65 | -817.812 |
39 | 115640 | 116015 | 116256 | -240.635 | -375.031 |
40 | 114872 | 113979 | 117164 | -3184.49 | 892.906 |
41 | 111628 | 111394 | 117976 | -6581.76 | 233.719 |
42 | 111098 | 110897 | 118808 | -7911.86 | 201.448 |
43 | 124301 | 125523 | 119799 | 5724.23 | -1221.98 |
44 | 125847 | 126947 | 120815 | 6131.51 | -1099.64 |
45 | 125323 | 124325 | 121686 | 2639.26 | 997.823 |
46 | 122394 | 121923 | 122390 | -466.833 | 471.25 |
47 | 121164 | 120051 | 122939 | -2887.84 | 1112.68 |
48 | 123963 | 122997 | 123434 | -437.813 | 966.354 |
49 | 130549 | 128127 | 123866 | 4260.59 | 2421.95 |
50 | 128563 | 127171 | 124215 | 2955.65 | 1392.19 |
51 | 125418 | 124272 | 124512 | -240.635 | 1146.22 |
52 | 121982 | 121620 | 124805 | -3184.49 | 361.74 |
53 | 117708 | 118483 | 125065 | -6581.76 | -775.448 |
54 | 116905 | 117261 | 125172 | -7911.86 | -355.51 |
55 | 128862 | NA | NA | 5724.23 | NA |
56 | 129655 | NA | NA | 6131.51 | NA |
57 | 128649 | NA | NA | 2639.26 | NA |
58 | 126084 | NA | NA | -466.833 | NA |
59 | 123725 | NA | NA | -2887.84 | NA |
60 | 123974 | NA | NA | -437.813 | NA |