Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 101.16 | NA | NA | 0.910365 | NA |
2 | 101.16 | NA | NA | 0.79217 | NA |
3 | 101.16 | NA | NA | 0.673976 | NA |
4 | 101.16 | NA | NA | 0.371128 | NA |
5 | 101.16 | NA | NA | -0.0847049 | NA |
6 | 101.16 | NA | NA | -0.202205 | NA |
7 | 101.16 | 100.834 | 101.256 | -0.422135 | 0.326302 |
8 | 101.16 | 101.052 | 101.422 | -0.37033 | 0.10783 |
9 | 101.16 | 101.101 | 101.589 | -0.488524 | 0.0593576 |
10 | 101.21 | 101.481 | 101.756 | -0.275052 | -0.270781 |
11 | 101.21 | 101.445 | 101.838 | -0.393247 | -0.23467 |
12 | 101.21 | 101.324 | 101.835 | -0.511441 | -0.113976 |
13 | 103.16 | 102.718 | 101.808 | 0.910365 | 0.441719 |
14 | 103.16 | 102.548 | 101.755 | 0.79217 | 0.612413 |
15 | 103.16 | 102.377 | 101.703 | 0.673976 | 0.783108 |
16 | 103.16 | 102.019 | 101.648 | 0.371128 | 1.14054 |
17 | 101.13 | 101.507 | 101.592 | -0.0847049 | -0.376962 |
18 | 101.13 | 101.333 | 101.535 | -0.202205 | -0.202795 |
19 | 100.53 | 100.975 | 101.397 | -0.422135 | -0.444948 |
20 | 100.53 | 100.808 | 101.178 | -0.37033 | -0.277587 |
21 | 100.53 | 100.47 | 100.959 | -0.488524 | 0.0597743 |
22 | 100.53 | 100.418 | 100.693 | -0.275052 | 0.111719 |
23 | 100.53 | 100.073 | 100.466 | -0.393247 | 0.456997 |
24 | 100.53 | 99.8123 | 100.324 | -0.511441 | 0.717691 |
25 | 100.53 | 101.117 | 100.206 | 0.910365 | -0.586615 |
26 | 100.53 | 100.943 | 100.151 | 0.79217 | -0.413003 |
27 | 100.53 | 100.806 | 100.132 | 0.673976 | -0.276476 |
28 | 99.42 | 100.566 | 100.195 | 0.371128 | -1.14613 |
29 | 99.42 | 100.254 | 100.338 | -0.0847049 | -0.833628 |
30 | 99.42 | 100.279 | 100.482 | -0.202205 | -0.859462 |
31 | 99.42 | 100.185 | 100.607 | -0.422135 | -0.764531 |
32 | 100.31 | 100.343 | 100.713 | -0.37033 | -0.0330035 |
33 | 100.31 | 100.331 | 100.82 | -0.488524 | -0.0214757 |
34 | 102.25 | 100.698 | 100.973 | -0.275052 | 1.55214 |
35 | 102.25 | 100.779 | 101.172 | -0.393247 | 1.47116 |
36 | 102.25 | 100.86 | 101.371 | -0.511441 | 1.39019 |
37 | 101.81 | 102.481 | 101.57 | 0.910365 | -0.670781 |
38 | 101.81 | 102.525 | 101.732 | 0.79217 | -0.71467 |
39 | 101.81 | 102.531 | 101.857 | 0.673976 | -0.721476 |
40 | 101.81 | 102.273 | 101.902 | 0.371128 | -0.462795 |
41 | 101.81 | 101.78 | 101.865 | -0.0847049 | 0.0297049 |
42 | 101.81 | 101.626 | 101.828 | -0.202205 | 0.183872 |
43 | 101.81 | 101.388 | 101.81 | -0.422135 | 0.422135 |
44 | 101.81 | 101.44 | 101.81 | -0.37033 | 0.37033 |
45 | 101.81 | 101.321 | 101.81 | -0.488524 | 0.488524 |
46 | 101.81 | 101.535 | 101.81 | -0.275052 | 0.275052 |
47 | 101.81 | 101.417 | 101.81 | -0.393247 | 0.393247 |
48 | 101.81 | 101.299 | 101.81 | -0.511441 | 0.511441 |
49 | 101.81 | 102.72 | 101.81 | 0.910365 | -0.910365 |
50 | 101.81 | 102.608 | 101.815 | 0.79217 | -0.797587 |
51 | 101.81 | 102.5 | 101.826 | 0.673976 | -0.690226 |
52 | 101.81 | 102.208 | 101.837 | 0.371128 | -0.398212 |
53 | 101.81 | 101.763 | 101.848 | -0.0847049 | 0.0467882 |
54 | 101.81 | 101.657 | 101.859 | -0.202205 | 0.153455 |
55 | 101.81 | 101.45 | 101.872 | -0.422135 | 0.360052 |
56 | 101.94 | 101.518 | 101.888 | -0.37033 | 0.422413 |
57 | 101.94 | 101.415 | 101.904 | -0.488524 | 0.524774 |
58 | 101.94 | 101.645 | 101.92 | -0.275052 | 0.295469 |
59 | 101.94 | 101.542 | 101.935 | -0.393247 | 0.39783 |
60 | 101.94 | 101.44 | 101.951 | -0.511441 | 0.500191 |
61 | 102 | 102.877 | 101.967 | 0.910365 | -0.877448 |
62 | 102 | 102.77 | 101.978 | 0.79217 | -0.76967 |
63 | 102 | 102.656 | 101.983 | 0.673976 | -0.656476 |
64 | 102 | 102.359 | 101.988 | 0.371128 | -0.358628 |
65 | 102 | 101.908 | 101.992 | -0.0847049 | 0.0922049 |
66 | 102 | 101.795 | 101.998 | -0.202205 | 0.204705 |
67 | 102 | 101.897 | 102.32 | -0.422135 | 0.102552 |
68 | 102 | 102.588 | 102.959 | -0.37033 | -0.58842 |
69 | 102 | 103.109 | 103.598 | -0.488524 | -1.10939 |
70 | 102 | 103.962 | 104.237 | -0.275052 | -1.96203 |
71 | 102 | 104.483 | 104.876 | -0.393247 | -2.483 |
72 | 102 | 105.004 | 105.515 | -0.511441 | -3.00398 |
73 | 109.67 | 107.065 | 106.155 | 0.910365 | 2.60505 |
74 | 109.67 | 107.586 | 106.794 | 0.79217 | 2.08408 |
75 | 109.67 | 108.107 | 107.433 | 0.673976 | 1.56311 |
76 | 109.67 | 108.443 | 108.072 | 0.371128 | 1.22679 |
77 | 109.67 | 108.627 | 108.711 | -0.0847049 | 1.04345 |
78 | 109.67 | 109.148 | 109.35 | -0.202205 | 0.521788 |
79 | 109.67 | NA | NA | -0.422135 | NA |
80 | 109.67 | NA | NA | -0.37033 | NA |
81 | 109.67 | NA | NA | -0.488524 | NA |
82 | 109.67 | NA | NA | -0.275052 | NA |
83 | 109.67 | NA | NA | -0.393247 | NA |
84 | 109.67 | NA | NA | -0.511441 | NA |