Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 3860 | NA | NA | -1063.81 | NA |
2 | 4300 | NA | NA | -175.812 | NA |
3 | 6500 | 6313.44 | 4726.25 | 1587.19 | 186.562 |
4 | 4830 | 4157.44 | 4505 | -347.562 | 672.562 |
5 | 2690 | 3157.44 | 4221.25 | -1063.81 | -467.438 |
6 | 3700 | 3641.69 | 3817.5 | -175.812 | 58.3125 |
7 | 4830 | 5204.69 | 3617.5 | 1587.19 | -374.688 |
8 | 3270 | 3311.19 | 3658.75 | -347.562 | -41.1875 |
9 | 2650 | 2664.94 | 3728.75 | -1063.81 | -14.9375 |
10 | 4070 | 3586.69 | 3762.5 | -175.812 | 483.312 |
11 | 5020 | 5368.44 | 3781.25 | 1587.19 | -348.438 |
12 | 3350 | 3309.94 | 3657.5 | -347.562 | 40.0625 |
13 | 2720 | 2543.69 | 3607.5 | -1063.81 | 176.312 |
14 | 3010 | 3339.19 | 3515 | -175.812 | -329.188 |
15 | 5680 | 4900.94 | 3313.75 | 1587.19 | 779.062 |
16 | 1950 | 2886.19 | 3233.75 | -347.562 | -936.188 |
17 | 2510 | 1949.94 | 3013.75 | -1063.81 | 560.062 |
18 | 2580 | 2781.69 | 2957.5 | -175.812 | -201.688 |
19 | 4350 | 4544.69 | 2957.5 | 1587.19 | -194.688 |
20 | 2830 | 2517.44 | 2865 | -347.562 | 312.562 |
21 | 1630 | 1836.19 | 2900 | -1063.81 | -206.188 |
22 | 2720 | 2682.94 | 2858.75 | -175.812 | 37.0625 |
23 | 4490 | NA | NA | 1587.19 | NA |
24 | 2360 | NA | NA | -347.562 | NA |