Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1932.8 | NA | NA | -63.0997 | NA |
2 | 1861.4 | NA | NA | -215.023 | NA |
3 | 2170.2 | 2486.97 | 2027.59 | 459.379 | -316.767 |
4 | 1999.6 | 1924.71 | 2105.96 | -181.257 | 74.8945 |
5 | 2225.5 | 2152.51 | 2215.61 | -63.0997 | 72.9872 |
6 | 2195.7 | 2120 | 2335.02 | -215.023 | 75.6977 |
7 | 2713.1 | 2888.8 | 2429.43 | 459.379 | -175.704 |
8 | 2412 | 2344.52 | 2525.78 | -181.257 | 67.482 |
9 | 2568.3 | 2575.23 | 2638.32 | -63.0997 | -6.92526 |
10 | 2623.7 | 2521.18 | 2736.2 | -215.023 | 102.523 |
11 | 3185.5 | 3294.15 | 2834.78 | 459.379 | -108.654 |
12 | 2722.6 | 2742.08 | 2923.34 | -181.257 | -19.4805 |
13 | 3046.3 | 2908.06 | 2971.16 | -63.0997 | 138.237 |
14 | 2854.2 | 2799.86 | 3014.89 | -215.023 | 54.3352 |
15 | 3337.6 | 3500.48 | 3041.1 | 459.379 | -162.879 |
16 | 2920.3 | 2871.28 | 3052.54 | -181.257 | 49.0195 |
17 | 3058.3 | 3053.85 | 3116.95 | -63.0997 | 4.44974 |
18 | 2933.7 | 2990.55 | 3205.57 | -215.023 | -56.8523 |
19 | 3773.4 | 3750.84 | 3291.46 | 459.379 | 22.5581 |
20 | 3193.5 | 3213.42 | 3394.68 | -181.257 | -19.918 |
21 | 3472.2 | 3414.93 | 3478.02 | -63.0997 | 57.2747 |
22 | 3345.5 | 3328.58 | 3543.6 | -215.023 | 16.9227 |
23 | 4028.4 | 4062.08 | 3602.7 | 459.379 | -33.6794 |
24 | 3463.1 | 3466.26 | 3647.51 | -181.257 | -3.15547 |
25 | 3675.4 | 3618.04 | 3681.14 | -63.0997 | 57.3622 |
26 | 3500.8 | 3497.19 | 3712.21 | -215.023 | 3.61016 |
27 | 4142.1 | 4199.69 | 3740.31 | 459.379 | -57.5919 |
28 | 3598 | 3577.41 | 3758.66 | -181.257 | 20.5945 |
29 | 3765.3 | 3722.86 | 3785.96 | -63.0997 | 42.4372 |
30 | 3557.7 | 3593.89 | 3808.91 | -215.023 | -36.1898 |
31 | 4303.6 | 4261.78 | 3802.4 | 459.379 | 41.8206 |
32 | 3620.1 | 3626.92 | 3808.18 | -181.257 | -6.81797 |
33 | 3691.1 | 3785.4 | 3848.5 | -63.0997 | -94.3003 |
34 | 3678.1 | 3668.11 | 3883.14 | -215.023 | 9.98516 |
35 | 4505.8 | 4377.25 | 3917.88 | 459.379 | 128.546 |
36 | 3695 | 3767.09 | 3948.35 | -181.257 | -72.093 |
37 | 3894.1 | 3920.85 | 3983.95 | -63.0997 | -26.7503 |
38 | 3718.9 | 3819.54 | 4034.56 | -215.023 | -100.64 |
39 | 4749.8 | 4528.75 | 4069.37 | 459.379 | 221.046 |
40 | 3855.9 | 3926.41 | 4107.66 | -181.257 | -70.5055 |
41 | 4011.7 | 4075.99 | 4139.09 | -63.0997 | -64.2878 |
42 | 3907.6 | 3958.83 | 4173.85 | -215.023 | -51.2273 |
43 | 4812.5 | 4679.12 | 4219.74 | 459.379 | 133.383 |
44 | 4071.3 | 4078.69 | 4259.95 | -181.257 | -7.39297 |
45 | 4163.4 | 4255.19 | 4318.29 | -63.0997 | -91.7878 |
46 | 4077.6 | 4157.39 | 4372.41 | -215.023 | -79.7898 |
47 | 5109.2 | 4868.5 | 4409.12 | 459.379 | 240.696 |
48 | 4207.6 | 4287.46 | 4468.71 | -181.257 | -79.8555 |
49 | 4320.8 | 4476.73 | 4539.82 | -63.0997 | -155.925 |
50 | 4396.9 | NA | NA | -215.023 | NA |
51 | 5358.8 | NA | NA | 459.379 | NA |