Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 726 | NA | NA | 48.8368 | NA |
2 | 784 | NA | NA | 16.7847 | NA |
3 | 884 | NA | NA | 41.6389 | NA |
4 | 696 | NA | NA | 23.2431 | NA |
5 | 893 | NA | NA | 18.1285 | NA |
6 | 674 | NA | NA | -44.309 | NA |
7 | 703 | 860.306 | 806.542 | 53.7639 | -157.306 |
8 | 799 | 722.681 | 825.5 | -102.819 | 76.3194 |
9 | 793 | 777.712 | 833.458 | -55.7465 | 15.2882 |
10 | 799 | 892.733 | 841.75 | 50.9826 | -93.7326 |
11 | 1022 | 865.785 | 854.125 | 11.6597 | 156.215 |
12 | 758 | 806.378 | 868.542 | -62.1632 | -48.3785 |
13 | 1021 | 942.42 | 893.583 | 48.8368 | 78.5799 |
14 | 944 | 927.326 | 910.542 | 16.7847 | 16.6736 |
15 | 915 | 957.181 | 915.542 | 41.6389 | -42.1806 |
16 | 864 | 955.035 | 931.792 | 23.2431 | -91.0347 |
17 | 1022 | 959.837 | 941.708 | 18.1285 | 62.1632 |
18 | 891 | 898.233 | 942.542 | -44.309 | -7.23264 |
19 | 1087 | 1002.89 | 949.125 | 53.7639 | 84.1111 |
20 | 822 | 854.722 | 957.542 | -102.819 | -32.7222 |
21 | 890 | 914.587 | 970.333 | -55.7465 | -24.5868 |
22 | 1092 | 1036.44 | 985.458 | 50.9826 | 55.559 |
23 | 967 | 1011.2 | 999.542 | 11.6597 | -44.2014 |
24 | 833 | 950.67 | 1012.83 | -62.1632 | -117.67 |
25 | 1104 | 1071 | 1022.17 | 48.8368 | 32.9965 |
26 | 1063 | 1044.12 | 1027.33 | 16.7847 | 18.8819 |
27 | 1103 | 1070.85 | 1029.21 | 41.6389 | 32.1528 |
28 | 1039 | 1053.7 | 1030.46 | 23.2431 | -14.7014 |
29 | 1185 | 1048.34 | 1030.21 | 18.1285 | 136.663 |
30 | 1047 | 988.524 | 1032.83 | -44.309 | 58.4757 |
31 | 1155 | 1084.26 | 1030.5 | 53.7639 | 70.7361 |
32 | 878 | 913.972 | 1016.79 | -102.819 | -35.9722 |
33 | 879 | 940.837 | 996.583 | -55.7465 | -61.8368 |
34 | 1133 | 1034.19 | 983.208 | 50.9826 | 98.809 |
35 | 920 | 978.535 | 966.875 | 11.6597 | -58.5347 |
36 | 943 | 871.92 | 934.083 | -62.1632 | 71.0799 |
37 | 938 | 954.462 | 905.625 | 48.8368 | -16.4618 |
38 | 900 | 902.076 | 885.292 | 16.7847 | -2.07639 |
39 | 781 | 915.306 | 873.667 | 41.6389 | -134.306 |
40 | 1040 | 878.035 | 854.792 | 23.2431 | 161.965 |
41 | 792 | 848.17 | 830.042 | 18.1285 | -56.1701 |
42 | 653 | 768.983 | 813.292 | -44.309 | -115.983 |
43 | 866 | 848.389 | 794.625 | 53.7639 | 17.6111 |
44 | 679 | 671.472 | 774.292 | -102.819 | 7.52778 |
45 | 799 | 712.712 | 768.458 | -55.7465 | 86.2882 |
46 | 760 | 805.483 | 754.5 | 50.9826 | -45.4826 |
47 | 699 | 737.326 | 725.667 | 11.6597 | -38.3264 |
48 | 762 | 651.878 | 714.042 | -62.1632 | 110.122 |
49 | 671 | 750.962 | 702.125 | 48.8368 | -79.9618 |
50 | 679 | 697.326 | 680.542 | 16.7847 | -18.3264 |
51 | 862 | 702.514 | 660.875 | 41.6389 | 159.486 |
52 | 624 | 665.076 | 641.833 | 23.2431 | -41.0764 |
53 | 516 | 643.503 | 625.375 | 18.1285 | -127.503 |
54 | 650 | 570.108 | 614.417 | -44.309 | 79.8924 |
55 | 583 | NA | NA | 53.7639 | NA |
56 | 444 | NA | NA | -102.819 | NA |
57 | 562 | NA | NA | -55.7465 | NA |
58 | 540 | NA | NA | 50.9826 | NA |
59 | 524 | NA | NA | 11.6597 | NA |
60 | 674 | NA | NA | -62.1632 | NA |