Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 51.02 | NA | NA | -0.0415208 | NA |
2 | 51.06 | NA | NA | -0.0930208 | NA |
3 | 50.9 | NA | NA | -0.101438 | NA |
4 | 51.23 | NA | NA | -0.0222708 | NA |
5 | 51.29 | NA | NA | 0.155979 | NA |
6 | 51.3 | NA | NA | 0.0866458 | NA |
7 | 51.3 | 51.3473 | 51.36 | -0.0126875 | -0.0473125 |
8 | 51.3 | 51.332 | 51.4258 | -0.0938542 | -0.0319792 |
9 | 51.46 | 51.4206 | 51.5 | -0.0794375 | 0.0394375 |
10 | 51.47 | 51.5915 | 51.5712 | 0.0202292 | -0.121479 |
11 | 51.77 | 51.767 | 51.6396 | 0.127396 | 0.00302083 |
12 | 51.82 | 51.7727 | 51.7187 | 0.0539792 | 0.0472708 |
13 | 51.82 | 51.7581 | 51.7996 | -0.0415208 | 0.0619375 |
14 | 51.84 | 51.7878 | 51.8808 | -0.0930208 | 0.0521875 |
15 | 51.9 | 51.8648 | 51.9662 | -0.101438 | 0.0351875 |
16 | 51.94 | 52.0411 | 52.0633 | -0.0222708 | -0.101062 |
17 | 52.22 | 52.3114 | 52.1554 | 0.155979 | -0.0913958 |
18 | 52.27 | 52.3171 | 52.2304 | 0.0866458 | -0.0470625 |
19 | 52.27 | 52.2886 | 52.3013 | -0.0126875 | -0.0185625 |
20 | 52.28 | 52.2766 | 52.3704 | -0.0938542 | 0.0034375 |
21 | 52.53 | 52.3576 | 52.4371 | -0.0794375 | 0.172354 |
22 | 52.73 | 52.5231 | 52.5029 | 0.0202292 | 0.206854 |
23 | 52.72 | 52.6891 | 52.5617 | 0.127396 | 0.0309375 |
24 | 52.67 | 52.6648 | 52.6108 | 0.0539792 | 0.0051875 |
25 | 52.67 | 52.616 | 52.6575 | -0.0415208 | 0.0540208 |
26 | 52.65 | 52.6111 | 52.7042 | -0.0930208 | 0.0388542 |
27 | 52.69 | 52.6381 | 52.7396 | -0.101438 | 0.0518542 |
28 | 52.73 | 52.7444 | 52.7667 | -0.0222708 | -0.0143958 |
29 | 52.84 | 52.966 | 52.81 | 0.155979 | -0.125979 |
30 | 52.83 | 52.9566 | 52.87 | 0.0866458 | -0.126646 |
31 | 52.83 | 52.9206 | 52.9333 | -0.0126875 | -0.0906458 |
32 | 52.84 | 52.9032 | 52.9971 | -0.0938542 | -0.0632292 |
33 | 52.82 | 52.9876 | 53.0671 | -0.0794375 | -0.167646 |
34 | 53.09 | 53.1652 | 53.145 | 0.0202292 | -0.0752292 |
35 | 53.4 | 53.3628 | 53.2354 | 0.127396 | 0.0371875 |
36 | 53.43 | 53.3902 | 53.3362 | 0.0539792 | 0.0397708 |
37 | 53.43 | 53.3956 | 53.4371 | -0.0415208 | 0.0344375 |
38 | 53.42 | 53.4461 | 53.5392 | -0.0930208 | -0.0261458 |
39 | 53.6 | 53.5406 | 53.6421 | -0.101438 | 0.0593542 |
40 | 53.69 | 53.7252 | 53.7475 | -0.0222708 | -0.0352292 |
41 | 54.05 | 53.9985 | 53.8425 | 0.155979 | 0.0515208 |
42 | 54.04 | 54.0129 | 53.9262 | 0.0866458 | 0.0271042 |
43 | 54.04 | 53.9994 | 54.0121 | -0.0126875 | 0.0406042 |
44 | 54.08 | 54.0141 | 54.1079 | -0.0938542 | 0.0659375 |
45 | 54.05 | 54.136 | 54.2154 | -0.0794375 | -0.0859792 |
46 | 54.39 | 54.3665 | 54.3462 | 0.0202292 | 0.0235208 |
47 | 54.38 | 54.6316 | 54.5042 | 0.127396 | -0.251562 |
48 | 54.46 | 54.7244 | 54.6704 | 0.0539792 | -0.264396 |
49 | 54.46 | 54.7981 | 54.8396 | -0.0415208 | -0.338062 |
50 | 54.69 | 54.9149 | 55.0079 | -0.0930208 | -0.224896 |
51 | 54.91 | 55.0836 | 55.185 | -0.101438 | -0.173562 |
52 | 55.52 | 55.3419 | 55.3642 | -0.0222708 | 0.178104 |
53 | 56.01 | 55.7097 | 55.5538 | 0.155979 | 0.300271 |
54 | 56.07 | 55.8446 | 55.7579 | 0.0866458 | 0.225438 |
55 | 56.07 | 55.9461 | 55.9588 | -0.0126875 | 0.123938 |
56 | 56.09 | 56.0561 | 56.15 | -0.0938542 | 0.0338542 |
57 | 56.29 | 56.2401 | 56.3196 | -0.0794375 | 0.0498542 |
58 | 56.45 | 56.4756 | 56.4554 | 0.0202292 | -0.0256458 |
59 | 56.87 | 56.6816 | 56.5542 | 0.127396 | 0.188437 |
60 | 56.87 | 56.6898 | 56.6358 | 0.0539792 | 0.180188 |
61 | 56.87 | 56.6743 | 56.7158 | -0.0415208 | 0.195687 |
62 | 56.87 | 56.702 | 56.795 | -0.0930208 | 0.168021 |
63 | 56.8 | 56.7648 | 56.8663 | -0.101438 | 0.0351875 |
64 | 56.89 | 56.9094 | 56.9317 | -0.0222708 | -0.0193958 |
65 | 57.01 | 57.1364 | 56.9804 | 0.155979 | -0.126396 |
66 | 57.03 | 57.1008 | 57.0142 | 0.0866458 | -0.0708125 |
67 | 57.03 | NA | NA | -0.0126875 | NA |
68 | 57.03 | NA | NA | -0.0938542 | NA |
69 | 57.06 | NA | NA | -0.0794375 | NA |
70 | 57.25 | NA | NA | 0.0202292 | NA |
71 | 57.24 | NA | NA | 0.127396 | NA |
72 | 57.31 | NA | NA | 0.0539792 | NA |