Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | -116.7 | NA | NA | 42.0969 | NA |
2 | -130.2 | NA | NA | -241.729 | NA |
3 | -99.74 | NA | NA | -132.545 | NA |
4 | -96.29 | NA | NA | -54.0458 | NA |
5 | -34.84 | NA | NA | 70.4461 | NA |
6 | 95.61 | NA | NA | 118.876 | NA |
7 | 52.07 | 111.969 | 57.8967 | 54.0728 | -59.8994 |
8 | 189.5 | 142.898 | 80.6842 | 62.2135 | 46.6023 |
9 | 174 | 137.575 | 100.969 | 36.6062 | 36.4246 |
10 | 174.4 | 131.937 | 122.879 | 9.05833 | 42.4629 |
11 | 155.9 | 156.388 | 144.163 | 12.225 | -0.488334 |
12 | 192.3 | 175.425 | 152.7 | 22.725 | 16.875 |
13 | 160.8 | 192.875 | 150.778 | 42.0969 | -32.0749 |
14 | 139.2 | -101.955 | 139.774 | -241.729 | 241.155 |
15 | 117.7 | -12.2356 | 120.31 | -132.545 | 129.936 |
16 | 212.1 | 43.7602 | 97.806 | -54.0458 | 168.34 |
17 | 167.6 | 144.831 | 74.3852 | 70.4461 | 22.7687 |
18 | 98.05 | 166.632 | 47.756 | 118.876 | -68.5819 |
19 | 3.502 | 77.0754 | 23.0027 | 54.0728 | -73.5734 |
20 | -26.04 | 58.5879 | -3.62567 | 62.2135 | -84.6279 |
21 | -77.59 | -2.1903 | -38.7965 | 36.6062 | -75.3997 |
22 | -114.1 | -68.784 | -77.8423 | 9.05833 | -45.316 |
23 | -117.7 | -91.2982 | -103.523 | 12.225 | -26.4018 |
24 | -173.2 | -77.9519 | -100.677 | 22.725 | -95.2481 |
25 | -67.78 | -47.6501 | -89.747 | 42.0969 | -20.1299 |
26 | -271.3 | -322.92 | -81.1917 | -241.729 | 51.6203 |
27 | -315.9 | -200.639 | -68.0937 | -132.545 | -115.261 |
28 | -291.4 | -109.96 | -55.9137 | -54.0458 | -181.44 |
29 | 54.76 | 24.8786 | -45.5675 | 70.4461 | 29.8814 |
30 | 279.2 | 89.988 | -28.8879 | 118.876 | 189.212 |
31 | 84.67 | 42.6557 | -11.4171 | 54.0728 | 42.0143 |
32 | 98.12 | 34.641 | -27.5725 | 62.2135 | 63.479 |
33 | 112.6 | -16.0955 | -52.7017 | 36.6062 | 128.695 |
34 | -11.97 | -46.785 | -55.8433 | 9.05833 | 34.815 |
35 | 28.48 | -49.8321 | -62.0571 | 12.225 | 78.3121 |
36 | 80.93 | -60.0342 | -82.7592 | 22.725 | 140.964 |
37 | 97.39 | -61.031 | -103.128 | 42.0969 | 158.421 |
38 | -824.2 | -354.267 | -112.539 | -241.729 | -469.933 |
39 | -366.1 | -258.079 | -125.534 | -132.545 | -108.021 |
40 | -316.6 | -190.159 | -136.113 | -54.0458 | -126.441 |
41 | -69.17 | -71.3276 | -141.774 | 70.4461 | 2.1576 |
42 | -93.72 | -31.4753 | -150.351 | 118.876 | -62.2447 |
43 | -31.26 | -107.44 | -161.512 | 54.0728 | 76.1797 |
44 | -11.81 | -72.6252 | -134.839 | 62.2135 | 60.8152 |
45 | -89.36 | -50.2921 | -86.8983 | 36.6062 | -39.0679 |
46 | -63.9 | -43.8458 | -52.9042 | 9.05833 | -20.0542 |
47 | -55.45 | -15.9358 | -28.1608 | 12.225 | -39.5142 |
48 | -41 | 9.68333 | -13.0417 | 22.725 | -50.6833 |
49 | -48.55 | 45.7585 | 3.66167 | 42.0969 | -94.3085 |
50 | -38.09 | -227.155 | 14.5738 | -241.729 | 189.065 |
51 | -1.64 | -106.894 | 25.6517 | -132.545 | 105.254 |
52 | 134.8 | -16.6496 | 37.3962 | -54.0458 | 151.45 |
53 | 73.27 | 116.17 | 45.7238 | 70.4461 | -42.8999 |
54 | 126.7 | 173.178 | 54.3017 | 118.876 | -46.4776 |
55 | 149.2 | 119.037 | 64.9638 | 54.0728 | 30.1635 |
56 | 69.62 | 141.004 | 78.7904 | 62.2135 | -71.3839 |
57 | 95.08 | 130.848 | 94.2417 | 36.6062 | -35.7679 |
58 | 33.53 | NA | NA | 9.05833 | NA |
59 | 46.98 | NA | NA | 12.225 | NA |
60 | 62.44 | NA | NA | 22.725 | NA |
61 | 103.9 | NA | NA | 42.0969 | NA |
62 | 141.3 | NA | NA | -241.729 | NA |
63 | 189.8 | NA | NA | -132.545 | NA |