Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9290 | NA | NA | 1492.01 | NA |
2 | 6160 | NA | NA | 530.616 | NA |
3 | 8320 | NA | NA | 1047.42 | NA |
4 | 8310 | NA | NA | 735.061 | NA |
5 | 6750 | NA | NA | -200.078 | NA |
6 | 8710 | NA | NA | -473.55 | NA |
7 | 6300 | 6951.38 | 7185.83 | -234.453 | -651.38 |
8 | 5710 | 5368.57 | 7249.58 | -1881.02 | 341.432 |
9 | 5740 | 5929.09 | 7318.75 | -1389.66 | -189.089 |
10 | 6710 | 6717.28 | 7295.42 | -578.134 | -7.28299 |
11 | 7310 | 7116.45 | 7290.42 | -173.967 | 193.55 |
12 | 7240 | 8282.84 | 7157.08 | 1125.76 | -1042.84 |
13 | 8650 | 8520.34 | 7028.33 | 1492.01 | 129.661 |
14 | 8330 | 7509.78 | 6979.17 | 530.616 | 820.217 |
15 | 7810 | 7944.92 | 6897.5 | 1047.42 | -134.922 |
16 | 8260 | 7615.06 | 6880 | 735.061 | 644.939 |
17 | 6680 | 6642.84 | 6842.92 | -200.078 | 37.1615 |
18 | 5580 | 6423.12 | 6896.67 | -473.55 | -843.116 |
19 | 6340 | 6736.8 | 6971.25 | -234.453 | -396.797 |
20 | 4490 | 5036.07 | 6917.08 | -1881.02 | -546.068 |
21 | 5000 | 5503.26 | 6892.92 | -1389.66 | -503.255 |
22 | 7030 | 6296.87 | 6875 | -578.134 | 733.134 |
23 | 6100 | 6628.53 | 6802.5 | -173.967 | -528.533 |
24 | 9740 | 7936.17 | 6810.42 | 1125.76 | 1803.83 |
25 | 7940 | 8390.76 | 6898.75 | 1492.01 | -450.755 |
26 | 7740 | 7438.53 | 6907.92 | 530.616 | 301.467 |
27 | 7820 | 7935.34 | 6887.92 | 1047.42 | -115.339 |
28 | 7820 | 7527.98 | 6792.92 | 735.061 | 292.023 |
29 | 5380 | 6505.76 | 6705.83 | -200.078 | -1125.76 |
30 | 7070 | 6096.45 | 6570 | -473.55 | 973.55 |
31 | 6970 | 6181.8 | 6416.25 | -234.453 | 788.203 |
32 | 4080 | 4413.57 | 6294.58 | -1881.02 | -333.568 |
33 | 4930 | 4760.34 | 6150 | -1389.66 | 169.661 |
34 | 4820 | 5433.12 | 6011.25 | -578.134 | -613.116 |
35 | 6220 | 5772.28 | 5946.25 | -173.967 | 447.717 |
36 | 6360 | 7008.26 | 5882.5 | 1125.76 | -648.255 |
37 | 7630 | 7196.17 | 5704.17 | 1492.01 | 433.828 |
38 | 5130 | 6138.95 | 5608.33 | 530.616 | -1008.95 |
39 | 6960 | 6597.01 | 5549.58 | 1047.42 | 362.995 |
40 | 5350 | 6174.23 | 5439.17 | 735.061 | -824.227 |
41 | 6290 | 5088.67 | 5288.75 | -200.078 | 1201.33 |
42 | 4630 | 4647.7 | 5121.25 | -473.55 | -17.6997 |
43 | 5130 | 4719.71 | 4954.17 | -234.453 | 410.286 |
44 | 3620 | 2931.48 | 4812.5 | -1881.02 | 688.516 |
45 | 3980 | 3307.01 | 4696.67 | -1389.66 | 672.995 |
46 | 3120 | NA | NA | -578.134 | NA |
47 | 4310 | NA | NA | -173.967 | NA |
48 | 4250 | NA | NA | 1125.76 | NA |
49 | 5730 | NA | NA | 1492.01 | NA |
50 | 3630 | NA | NA | 530.616 | NA |
51 | 5680 | NA | NA | 1047.42 | NA |