Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100.44 | NA | NA | 1.00223 | NA |
2 | 100.47 | NA | NA | 0.998605 | NA |
3 | 100.49 | NA | NA | 0.99868 | NA |
4 | 100.52 | NA | NA | 0.998493 | NA |
5 | 100.47 | NA | NA | 0.998698 | NA |
6 | 100.48 | NA | NA | 0.998319 | NA |
7 | 100.48 | 100.41 | 100.638 | 0.997736 | 1.00069 |
8 | 100.53 | 100.547 | 100.681 | 0.998671 | 0.999826 |
9 | 100.62 | 100.689 | 100.718 | 0.999704 | 0.999319 |
10 | 100.89 | 101.014 | 100.756 | 1.00257 | 0.998768 |
11 | 100.97 | 101.133 | 100.8 | 1.00331 | 0.998384 |
12 | 101.01 | 101.152 | 100.851 | 1.00298 | 0.998599 |
13 | 101.02 | 101.128 | 100.903 | 1.00223 | 0.998928 |
14 | 100.92 | 100.816 | 100.957 | 0.998605 | 1.00103 |
15 | 100.93 | 100.88 | 101.013 | 0.99868 | 1.0005 |
16 | 100.98 | 100.916 | 101.068 | 0.998493 | 1.00064 |
17 | 101.07 | 100.989 | 101.121 | 0.998698 | 1.0008 |
18 | 101.1 | 101.004 | 101.174 | 0.998319 | 1.00095 |
19 | 101.11 | 100.998 | 101.227 | 0.997736 | 1.00111 |
20 | 101.19 | 101.146 | 101.281 | 0.998671 | 1.00043 |
21 | 101.31 | 101.312 | 101.342 | 0.999704 | 0.999983 |
22 | 101.52 | 101.672 | 101.411 | 1.00257 | 0.99851 |
23 | 101.61 | 101.82 | 101.485 | 1.00331 | 0.997935 |
24 | 101.65 | 101.865 | 101.562 | 1.00298 | 0.997885 |
25 | 101.66 | 101.87 | 101.642 | 1.00223 | 0.997942 |
26 | 101.56 | 101.579 | 101.72 | 0.998605 | 0.999817 |
27 | 101.75 | 101.67 | 101.805 | 0.99868 | 1.00078 |
28 | 101.83 | 101.755 | 101.909 | 0.998493 | 1.00074 |
29 | 101.98 | 101.898 | 102.03 | 0.998698 | 1.00081 |
30 | 102.06 | 101.988 | 102.16 | 0.998319 | 1.0007 |
31 | 102.07 | 102.06 | 102.291 | 0.997736 | 1.0001 |
32 | 102.1 | 102.277 | 102.413 | 0.998671 | 0.998271 |
33 | 102.42 | 102.496 | 102.526 | 0.999704 | 0.999263 |
34 | 102.91 | 102.901 | 102.637 | 1.00257 | 1.00009 |
35 | 103.14 | 103.085 | 102.745 | 1.00331 | 1.00054 |
36 | 103.23 | 103.157 | 102.85 | 1.00298 | 1.00071 |
37 | 103.23 | 103.184 | 102.954 | 1.00223 | 1.00045 |
38 | 102.91 | 102.918 | 103.062 | 0.998605 | 0.999923 |
39 | 103.11 | 103.028 | 103.164 | 0.99868 | 1.0008 |
40 | 103.14 | 103.1 | 103.255 | 0.998493 | 1.00039 |
41 | 103.26 | 103.211 | 103.346 | 0.998698 | 1.00047 |
42 | 103.3 | 103.262 | 103.436 | 0.998319 | 1.00037 |
43 | 103.32 | 103.29 | 103.524 | 0.997736 | 1.00029 |
44 | 103.44 | 103.475 | 103.613 | 0.998671 | 0.999659 |
45 | 103.54 | 103.663 | 103.694 | 0.999704 | 0.998813 |
46 | 103.98 | 104.028 | 103.761 | 1.00257 | 0.999543 |
47 | 104.24 | 104.161 | 103.818 | 1.00331 | 1.00076 |
48 | 104.29 | 104.176 | 103.867 | 1.00298 | 1.00109 |
49 | 104.29 | 104.146 | 103.914 | 1.00223 | 1.00138 |
50 | 103.98 | 103.829 | 103.974 | 0.998605 | 1.00146 |
51 | 103.98 | 103.909 | 104.046 | 0.99868 | 1.00068 |
52 | 103.89 | 103.96 | 104.117 | 0.998493 | 0.999329 |
53 | 103.86 | 104.042 | 104.178 | 0.998698 | 0.998248 |
54 | 103.88 | 104.055 | 104.23 | 0.998319 | 0.998316 |
55 | 103.88 | 104.045 | 104.281 | 0.997736 | 0.998413 |
56 | 104.31 | 104.191 | 104.33 | 0.998671 | 1.00114 |
57 | 104.41 | 104.351 | 104.382 | 0.999704 | 1.00056 |
58 | 104.8 | 104.72 | 104.452 | 1.00257 | 1.00077 |
59 | 104.89 | 104.887 | 104.542 | 1.00331 | 1.00002 |
60 | 104.9 | 104.953 | 104.641 | 1.00298 | 0.999491 |
61 | 104.9 | 104.977 | 104.742 | 1.00223 | 0.999271 |
62 | 104.54 | 104.695 | 104.841 | 0.998605 | 0.998519 |
63 | 104.67 | 104.81 | 104.948 | 0.99868 | 0.998666 |
64 | 104.87 | 104.91 | 105.069 | 0.998493 | 0.999615 |
65 | 105.04 | 105.058 | 105.195 | 0.998698 | 0.999824 |
66 | 105.09 | 105.151 | 105.328 | 0.998319 | 0.999417 |
67 | 105.1 | 105.225 | 105.464 | 0.997736 | 0.998812 |
68 | 105.46 | 105.451 | 105.591 | 0.998671 | 1.00009 |
69 | 105.83 | 105.674 | 105.705 | 0.999704 | 1.00147 |
70 | 106.27 | 106.086 | 105.814 | 1.00257 | 1.00174 |
71 | 106.46 | 106.271 | 105.921 | 1.00331 | 1.00178 |
72 | 106.52 | 106.345 | 106.029 | 1.00298 | 1.00164 |
73 | 106.53 | 106.376 | 106.139 | 1.00223 | 1.00145 |
74 | 105.96 | 106.101 | 106.25 | 0.998605 | 0.998667 |
75 | 106 | 106.214 | 106.354 | 0.99868 | 0.997987 |
76 | 106.15 | 106.287 | 106.447 | 0.998493 | 0.99871 |
77 | 106.32 | 106.398 | 106.537 | 0.998698 | 0.999263 |
78 | 106.41 | 106.446 | 106.625 | 0.998319 | 0.999664 |
79 | 106.41 | NA | NA | 0.997736 | NA |
80 | 106.81 | NA | NA | 0.998671 | NA |
81 | 106.99 | NA | NA | 0.999704 | NA |
82 | 107.35 | NA | NA | 1.00257 | NA |
83 | 107.53 | NA | NA | 1.00331 | NA |
84 | 107.56 | NA | NA | 1.00298 | NA |