Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 45564.6 | NA | NA | -1613.77 | NA |
2 | 47295.5 | NA | NA | 83.734 | NA |
3 | 46465.5 | NA | NA | -1951.01 | NA |
4 | 50679.5 | NA | NA | 2997.54 | NA |
5 | 47452.8 | NA | NA | -1629.4 | NA |
6 | 49415.4 | NA | NA | 218.895 | NA |
7 | 48165.3 | 47569.6 | 49367.9 | -1798.32 | 595.677 |
8 | 51814 | 52520.1 | 49774.6 | 2745.52 | -706.126 |
9 | 49030.7 | 48778.7 | 50175.6 | -1396.87 | 251.957 |
10 | 50820.8 | 51099.6 | 50559.3 | 540.273 | -278.81 |
11 | 49729.5 | 49690 | 50952.5 | -1262.55 | 39.5076 |
12 | 53501.6 | 54433.3 | 51367.3 | 3065.97 | -931.711 |
13 | 50524.9 | 50161 | 51774.7 | -1613.77 | 363.945 |
14 | 52095 | 52303 | 52219.2 | 83.734 | -207.959 |
15 | 51290.3 | 50726.5 | 52677.5 | -1951.01 | 563.776 |
16 | 55064 | 56132.2 | 53134.7 | 2997.54 | -1068.2 |
17 | 52505.2 | 51990.7 | 53620.1 | -1629.4 | 514.514 |
18 | 54318.3 | 54358.5 | 54139.6 | 218.895 | -40.2163 |
19 | 53039.6 | 52883.9 | 54682.2 | -1798.32 | 155.682 |
20 | 57607.6 | 57990.1 | 55244.6 | 2745.52 | -382.513 |
21 | 54236.4 | 54413.2 | 55810.1 | -1396.87 | -176.823 |
22 | 56586.4 | 56933.4 | 56393.1 | 540.273 | -346.96 |
23 | 55614 | 55731.4 | 56994 | -1262.55 | -117.438 |
24 | 60085.9 | 60657.1 | 57591.1 | 3065.97 | -571.157 |
25 | 56963.5 | 56591.7 | 58205.5 | -1613.77 | 371.774 |
26 | 59152.8 | 58934.1 | 58850.4 | 83.734 | 218.712 |
27 | 57804.6 | 57589.4 | 59540.4 | -1951.01 | 215.247 |
28 | 62541.5 | 63262.2 | 60264.7 | 2997.54 | -720.692 |
29 | 59449.3 | 59368.6 | 60998 | -1629.4 | 80.6764 |
30 | 61704.7 | 61939.6 | 61720.7 | 218.895 | -234.887 |
31 | 60399 | 60558.3 | 62356.6 | -1798.32 | -159.306 |
32 | 65724.7 | 65669.8 | 62924.3 | 2745.52 | 54.8618 |
33 | 62679.4 | 62101.8 | 63498.7 | -1396.87 | 577.561 |
34 | 65526.5 | 64674 | 64133.7 | 540.273 | 852.49 |
35 | 64274.8 | 63501.9 | 64764.5 | -1262.55 | 772.853 |
36 | 68769.1 | 68411.3 | 65345.3 | 3065.97 | 357.847 |
37 | 63542.8 | 64306.5 | 65920.2 | -1613.77 | -763.676 |
38 | 66198 | 66607.1 | 66523.4 | 83.734 | -409.122 |
39 | 64544.9 | 65146.7 | 67097.7 | -1951.01 | -601.782 |
40 | 71041.8 | 70584.2 | 67586.7 | 2997.54 | 457.558 |
41 | 66087.2 | 66433.6 | 68063 | -1629.4 | -346.365 |
42 | 69005.8 | 68832.3 | 68613.4 | 218.895 | 173.505 |
43 | 66897 | 67455.6 | 69253.9 | -1798.32 | -558.598 |
44 | 73702 | 72634.8 | 69889.2 | 2745.52 | 1067.23 |
45 | 68485.3 | 69104.5 | 70501.4 | -1396.87 | -619.239 |
46 | 71457 | 71650.3 | 71110 | 540.273 | -193.264 |
47 | 69774.6 | 70436.1 | 71698.6 | -1262.55 | -661.467 |
48 | 76479.7 | 75301.2 | 72235.3 | 3065.97 | 1178.48 |
49 | 71204.7 | 71143.3 | 72757.1 | -1613.77 | 61.4118 |
50 | 73783.9 | 73352.1 | 73268.3 | 83.734 | 431.824 |
51 | 71651 | 71794.8 | 73745.8 | -1951.01 | -143.786 |
52 | 78541.6 | 77176.8 | 74179.3 | 2997.54 | 1364.8 |
53 | 72714.4 | 72929.8 | 74559.2 | -1629.4 | -215.369 |
54 | 75258 | 75122.9 | 74904 | 218.895 | 135.055 |
55 | 73168.1 | NA | NA | -1798.32 | NA |
56 | 79701.6 | NA | NA | 2745.52 | NA |
57 | 73944.5 | NA | NA | -1396.87 | NA |
58 | 76401.2 | NA | NA | 540.273 | NA |
59 | 73948.1 | NA | NA | -1262.55 | NA |
60 | 80583.3 | NA | NA | 3065.97 | NA |