Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1954 | NA | NA | 0.771277 | NA |
2 | 2302 | NA | NA | 0.806524 | NA |
3 | 3054 | NA | NA | 0.980721 | NA |
4 | 2414 | NA | NA | 0.878536 | NA |
5 | 2226 | NA | NA | 0.917017 | NA |
6 | 2725 | NA | NA | 0.934315 | NA |
7 | 2589 | 2823.25 | 2858.83 | 0.987555 | 0.917027 |
8 | 3470 | 3527.52 | 2869.25 | 1.22942 | 0.983695 |
9 | 2400 | 2596.1 | 2870.67 | 0.904353 | 0.924465 |
10 | 3180 | 2929.99 | 2883.83 | 1.016 | 1.08533 |
11 | 4009 | 3767.76 | 2920.29 | 1.2902 | 1.06403 |
12 | 3924 | 3769.41 | 2935.5 | 1.28408 | 1.04101 |
13 | 2072 | 2279.03 | 2954.88 | 0.771277 | 0.90916 |
14 | 2434 | 2423.84 | 3005.29 | 0.806524 | 1.00419 |
15 | 2956 | 2999.62 | 3058.58 | 0.980721 | 0.985459 |
16 | 2828 | 2705.56 | 3079.62 | 0.878536 | 1.04525 |
17 | 2687 | 2812.11 | 3066.58 | 0.917017 | 0.95551 |
18 | 2629 | 2860.83 | 3061.96 | 0.934315 | 0.918963 |
19 | 3150 | 3045.83 | 3084.21 | 0.987555 | 1.0342 |
20 | 4119 | 3817.15 | 3104.83 | 1.22942 | 1.07908 |
21 | 3030 | 2816.01 | 3113.83 | 0.904353 | 1.07599 |
22 | 3055 | 3169.55 | 3119.62 | 1.016 | 0.963858 |
23 | 3821 | 4026.66 | 3120.96 | 1.2902 | 0.948926 |
24 | 4001 | 4030.82 | 3139.08 | 1.28408 | 0.992601 |
25 | 2529 | 2437.04 | 3159.75 | 0.771277 | 1.03773 |
26 | 2472 | 2529.93 | 3136.83 | 0.806524 | 0.977101 |
27 | 3134 | 3039.26 | 3099 | 0.980721 | 1.03117 |
28 | 2789 | 2715.08 | 3090.46 | 0.878536 | 1.02723 |
29 | 2758 | 2833.32 | 3089.71 | 0.917017 | 0.973418 |
30 | 2993 | 2880.88 | 3083.42 | 0.934315 | 1.03892 |
31 | 3282 | 3029.82 | 3068 | 0.987555 | 1.08323 |
32 | 3437 | 3757.62 | 3056.42 | 1.22942 | 0.914674 |
33 | 2804 | 2761.44 | 3053.5 | 0.904353 | 1.01541 |
34 | 3076 | 3088.95 | 3040.29 | 1.016 | 0.995807 |
35 | 3782 | 3908.82 | 3029.62 | 1.2902 | 0.967555 |
36 | 3889 | 3914.67 | 3048.62 | 1.28408 | 0.993443 |
37 | 2271 | 2351.4 | 3048.71 | 0.771277 | 0.965809 |
38 | 2452 | 2454.35 | 3043.12 | 0.806524 | 0.999041 |
39 | 3084 | 2990.06 | 3048.83 | 0.980721 | 1.03142 |
40 | 2522 | 2663.98 | 3032.29 | 0.878536 | 0.946705 |
41 | 2769 | 2775.47 | 3026.63 | 0.917017 | 0.99767 |
42 | 3438 | 2820.74 | 3019.04 | 0.934315 | 1.21883 |
43 | 2839 | 2975.17 | 3012.67 | 0.987555 | 0.95423 |
44 | 3746 | 3704.35 | 3013.08 | 1.22942 | 1.01124 |
45 | 2632 | 2705.52 | 2991.67 | 0.904353 | 0.972825 |
46 | 2851 | 3021.09 | 2973.5 | 1.016 | 0.943699 |
47 | 3871 | 3839.58 | 2975.96 | 1.2902 | 1.00818 |
48 | 3618 | 3762.34 | 2930 | 1.28408 | 0.961635 |
49 | 2389 | 2220.28 | 2878.71 | 0.771277 | 1.07599 |
50 | 2344 | 2324.57 | 2882.21 | 0.806524 | 1.00836 |
51 | 2678 | 2846.99 | 2902.96 | 0.980721 | 0.940641 |
52 | 2492 | 2570.38 | 2925.75 | 0.878536 | 0.969508 |
53 | 2858 | 2690.91 | 2934.42 | 0.917017 | 1.06209 |
54 | 2246 | 2766.08 | 2960.54 | 0.934315 | 0.81198 |
55 | 2800 | NA | NA | 0.987555 | NA |
56 | 3869 | NA | NA | 1.22942 | NA |
57 | 3007 | NA | NA | 0.904353 | NA |
58 | 3023 | NA | NA | 1.016 | NA |
59 | 3907 | NA | NA | 1.2902 | NA |
60 | 4209 | NA | NA | 1.28408 | NA |