Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 142.2 | NA | NA | 369.576 | NA |
2 | 162.3 | NA | NA | 303.282 | NA |
3 | 143.4 | NA | NA | 195.082 | NA |
4 | 257.1 | NA | NA | -138.618 | NA |
5 | 235.8 | NA | NA | -87.3806 | NA |
6 | 188.1 | NA | NA | -160.406 | NA |
7 | 190.2 | 65.1111 | 265.713 | -200.601 | 125.089 |
8 | 298.2 | 183.79 | 290.45 | -106.66 | 114.41 |
9 | 363.6 | 226.549 | 320.2 | -93.6514 | 137.051 |
10 | 325.2 | 437.182 | 349.438 | 87.7444 | -111.982 |
11 | 321 | 6.14444 | 372.675 | -366.531 | 314.856 |
12 | 391.8 | 601.713 | 403.55 | 198.163 | -209.913 |
13 | 481.5 | 815.263 | 445.688 | 369.576 | -333.763 |
14 | 416.7 | 800.807 | 497.525 | 303.282 | -384.107 |
15 | 603 | 761.182 | 566.1 | 195.082 | -158.182 |
16 | 499.2 | 521.482 | 660.1 | -138.618 | -22.2819 |
17 | 551.4 | 674.219 | 761.6 | -87.3806 | -122.819 |
18 | 613.5 | 690.257 | 850.663 | -160.406 | -76.7569 |
19 | 776.1 | 744.361 | 944.963 | -200.601 | 31.7389 |
20 | 956.4 | 953.703 | 1060.36 | -106.66 | 2.69722 |
21 | 1351.2 | 1074.64 | 1168.29 | -93.6514 | 276.564 |
22 | 1593.6 | 1342.22 | 1254.47 | 87.7444 | 251.381 |
23 | 1488.6 | 982.644 | 1349.17 | -366.531 | 505.956 |
24 | 1361.7 | 1664.65 | 1466.49 | 198.163 | -302.951 |
25 | 1774.8 | 1953.9 | 1584.32 | 369.576 | -179.101 |
26 | 1893 | 2021.76 | 1718.47 | 303.282 | -128.757 |
27 | 1716.9 | 2071.58 | 1876.5 | 195.082 | -354.682 |
28 | 1453.8 | 1944.38 | 2083 | -138.618 | -490.582 |
29 | 1869.6 | 2259.64 | 2347.02 | -87.3806 | -390.044 |
30 | 2110.8 | 2546.91 | 2707.31 | -160.406 | -436.107 |
31 | 2106.9 | 3033.02 | 3233.62 | -200.601 | -926.124 |
32 | 2845.2 | 3731.6 | 3838.26 | -106.66 | -886.403 |
33 | 3255 | 4437.91 | 4531.56 | -93.6514 | -1182.91 |
34 | 4645.8 | 5554.49 | 5466.75 | 87.7444 | -908.694 |
35 | 4773 | 6363.11 | 6729.64 | -366.531 | -1590.11 |
36 | 6724.2 | NA | NA | 198.163 | NA |
37 | 9043.8 | NA | NA | 369.576 | NA |
38 | 9135.3 | NA | NA | 303.282 | NA |
39 | 11113.8 | NA | NA | 195.082 | NA |
40 | 14501.4 | NA | NA | -138.618 | NA |
41 | 19131.3 | NA | NA | -87.3806 | NA |