Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 3035 | NA | NA | 873.751 | NA |
2 | 2552 | NA | NA | 896.335 | NA |
3 | 2704 | NA | NA | 687.543 | NA |
4 | 2554 | NA | NA | 156.585 | NA |
5 | 2014 | NA | NA | -284.482 | NA |
6 | 1655 | NA | NA | -440.024 | NA |
7 | 1721 | 1654.66 | 2174.08 | -519.424 | 66.3403 |
8 | 1524 | 1514 | 2183.88 | -669.874 | 9.99861 |
9 | 1596 | 1529.44 | 2207.67 | -678.224 | 66.5569 |
10 | 2074 | 1860.73 | 2215.04 | -354.307 | 213.265 |
11 | 2199 | 2021.46 | 2206.67 | -185.207 | 177.54 |
12 | 2512 | 2720.95 | 2203.62 | 517.326 | -208.951 |
13 | 2933 | 3075.58 | 2201.83 | 873.751 | -142.585 |
14 | 2889 | 3094.29 | 2197.96 | 896.335 | -205.293 |
15 | 2938 | 2878.04 | 2190.5 | 687.543 | 59.9569 |
16 | 2497 | 2326.79 | 2170.21 | 156.585 | 170.207 |
17 | 1870 | 1868.64 | 2153.12 | -284.482 | 1.35694 |
18 | 1726 | 1721.52 | 2161.54 | -440.024 | 4.48194 |
19 | 1607 | 1649.58 | 2169 | -519.424 | -42.5764 |
20 | 1545 | 1534.79 | 2204.67 | -669.874 | 10.2069 |
21 | 1396 | 1578.23 | 2256.46 | -678.224 | -182.235 |
22 | 1787 | 1891.94 | 2246.25 | -354.307 | -104.943 |
23 | 2076 | 2031.04 | 2216.25 | -185.207 | 44.9569 |
24 | 2837 | 2717.74 | 2200.42 | 517.326 | 119.257 |
25 | 2787 | 3063.17 | 2189.42 | 873.751 | -276.168 |
26 | 3891 | 3070.63 | 2174.29 | 896.335 | 820.374 |
27 | 3179 | 2849.96 | 2162.42 | 687.543 | 329.04 |
28 | 2011 | 2311.75 | 2155.17 | 156.585 | -300.751 |
29 | 1636 | 1862.48 | 2146.96 | -284.482 | -226.476 |
30 | 1580 | 1703.73 | 2143.75 | -440.024 | -123.726 |
31 | 1489 | 1636.87 | 2156.29 | -519.424 | -147.868 |
32 | 1300 | 1433 | 2102.87 | -669.874 | -133.001 |
33 | 1356 | 1325.03 | 2003.25 | -678.224 | 30.9736 |
34 | 1653 | 1633.9 | 1988.21 | -354.307 | 19.0986 |
35 | 2013 | 1825.71 | 2010.92 | -185.207 | 187.29 |
36 | 2823 | 2531.83 | 2014.5 | 517.326 | 291.174 |
37 | 3102 | 2887.54 | 2013.79 | 873.751 | 214.457 |
38 | 2294 | 2913.04 | 2016.71 | 896.335 | -619.043 |
39 | 2385 | 2706.38 | 2018.83 | 687.543 | -321.376 |
40 | 2444 | 2171.29 | 2014.71 | 156.585 | 272.707 |
41 | 1748 | 1710.98 | 1995.46 | -284.482 | 37.0236 |
42 | 1554 | 1517.81 | 1957.83 | -440.024 | 36.1903 |
43 | 1498 | 1404.37 | 1923.79 | -519.424 | 93.6319 |
44 | 1361 | 1277.08 | 1946.96 | -669.874 | 83.9153 |
45 | 1346 | 1316.11 | 1994.33 | -678.224 | 29.8903 |
46 | 1564 | 1632.48 | 1986.79 | -354.307 | -68.4847 |
47 | 1640 | 1786.88 | 1972.08 | -185.207 | -146.876 |
48 | 2293 | 2497.78 | 1980.46 | 517.326 | -204.785 |
49 | 2815 | 2858.79 | 1985.04 | 873.751 | -43.7931 |
50 | 3137 | 2882.88 | 1986.54 | 896.335 | 254.124 |
51 | 2679 | 2674.75 | 1987.21 | 687.543 | 4.24861 |
52 | 1969 | 2144.5 | 1987.92 | 156.585 | -175.501 |
53 | 1870 | 1699.31 | 1983.79 | -284.482 | 170.69 |
54 | 1633 | 1547.64 | 1987.67 | -440.024 | 85.3569 |
55 | 1529 | 1487.7 | 2007.12 | -519.424 | 41.2986 |
56 | 1366 | 1326.29 | 1996.17 | -669.874 | 39.7069 |
57 | 1357 | 1291.36 | 1969.58 | -678.224 | 65.6403 |
58 | 1570 | 1618.11 | 1972.42 | -354.307 | -48.1097 |
59 | 1535 | 1787.08 | 1972.29 | -185.207 | -252.085 |
60 | 2491 | 2476.87 | 1959.54 | 517.326 | 14.1319 |
61 | 3084 | 2825.08 | 1951.33 | 873.751 | 258.915 |
62 | 2605 | 2844.33 | 1948 | 896.335 | -239.335 |
63 | 2573 | 2634.04 | 1946.5 | 687.543 | -61.0431 |
64 | 2143 | 2098.83 | 1942.25 | 156.585 | 44.1653 |
65 | 1693 | 1664.77 | 1949.25 | -284.482 | 28.2319 |
66 | 1504 | 1495.48 | 1935.5 | -440.024 | 8.52361 |
67 | 1461 | NA | NA | -519.424 | NA |
68 | 1354 | NA | NA | -669.874 | NA |
69 | 1333 | NA | NA | -678.224 | NA |
70 | 1492 | NA | NA | -354.307 | NA |
71 | 1781 | NA | NA | -185.207 | NA |
72 | 1915 | NA | NA | 517.326 | NA |