Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 100.8 | NA | NA | 0.98913 | NA |
2 | 100.66 | NA | NA | 0.994587 | NA |
3 | 101.44 | NA | NA | 0.998756 | NA |
4 | 102.17 | NA | NA | 0.995523 | NA |
5 | 102.75 | NA | NA | 0.999041 | NA |
6 | 104.28 | NA | NA | 1.00588 | NA |
7 | 104.96 | 104.376 | 103.687 | 1.00665 | 1.00559 |
8 | 105.16 | 105.042 | 104.03 | 1.00973 | 1.00112 |
9 | 105.29 | 105.345 | 104.402 | 1.00903 | 0.999479 |
10 | 105.15 | 105.182 | 104.758 | 1.00405 | 0.999695 |
11 | 105.23 | 105.228 | 105.098 | 1.00123 | 1.00002 |
12 | 104.45 | 103.975 | 105.408 | 0.986401 | 1.00457 |
13 | 104.6 | 104.499 | 105.648 | 0.98913 | 1.00097 |
14 | 105.1 | 105.262 | 105.835 | 0.994587 | 0.99846 |
15 | 105.94 | 105.863 | 105.995 | 0.998756 | 1.00073 |
16 | 106.2 | 105.678 | 106.153 | 0.995523 | 1.00494 |
17 | 106.89 | 106.219 | 106.321 | 0.999041 | 1.00632 |
18 | 107.57 | 107.12 | 106.494 | 1.00588 | 1.0042 |
19 | 107.42 | 107.392 | 106.683 | 1.00665 | 1.00026 |
20 | 107.2 | 107.952 | 106.912 | 1.00973 | 0.993033 |
21 | 107.08 | 108.171 | 107.203 | 1.00903 | 0.989914 |
22 | 107.17 | 108.039 | 107.603 | 1.00405 | 0.99196 |
23 | 107.23 | 108.25 | 108.118 | 1.00123 | 0.990573 |
24 | 106.61 | 107.236 | 108.714 | 0.986401 | 0.994164 |
25 | 106.97 | 108.186 | 109.375 | 0.98913 | 0.988759 |
26 | 108.23 | 109.467 | 110.063 | 0.994587 | 0.988699 |
27 | 109.8 | 110.621 | 110.759 | 0.998756 | 0.992575 |
28 | 111.93 | 110.932 | 111.431 | 0.995523 | 1.009 |
29 | 113.51 | 111.974 | 112.082 | 0.999041 | 1.01372 |
30 | 115.27 | 113.371 | 112.708 | 1.00588 | 1.01675 |
31 | 115.58 | 114.074 | 113.321 | 1.00665 | 1.0132 |
32 | 115.55 | 115.019 | 113.911 | 1.00973 | 1.00462 |
33 | 115.44 | 115.483 | 114.45 | 1.00903 | 0.999627 |
34 | 114.93 | 115.326 | 114.861 | 1.00405 | 0.996567 |
35 | 115.09 | 115.251 | 115.109 | 1.00123 | 0.998606 |
36 | 113.78 | 113.698 | 115.265 | 0.986401 | 1.00072 |
37 | 114.51 | 114.125 | 115.379 | 0.98913 | 1.00337 |
38 | 114.85 | 114.888 | 115.513 | 0.994587 | 0.999669 |
39 | 116.12 | 115.53 | 115.674 | 0.998756 | 1.0051 |
40 | 115.47 | 115.334 | 115.853 | 0.995523 | 1.00118 |
41 | 115.93 | 115.916 | 116.027 | 0.999041 | 1.00012 |
42 | 116.6 | 116.84 | 116.157 | 1.00588 | 0.997944 |
43 | 116.98 | 117.026 | 116.253 | 1.00665 | 0.999608 |
44 | 117.37 | 117.481 | 116.349 | 1.00973 | 0.999059 |
45 | 117.48 | 117.446 | 116.395 | 1.00903 | 1.00029 |
46 | 117.18 | 116.824 | 116.353 | 1.00405 | 1.00305 |
47 | 117.03 | 116.39 | 116.247 | 1.00123 | 1.0055 |
48 | 114.95 | 114.577 | 116.157 | 0.986401 | 1.00325 |
49 | 115.64 | 114.836 | 116.098 | 0.98913 | 1.00701 |
50 | 116.02 | 115.396 | 116.024 | 0.994587 | 1.00541 |
51 | 116.07 | 115.811 | 115.955 | 0.998756 | 1.00224 |
52 | 114.5 | 115.347 | 115.866 | 0.995523 | 0.992656 |
53 | 114.36 | 115.629 | 115.74 | 0.999041 | 0.989029 |
54 | 116 | 116.294 | 115.614 | 1.00588 | 0.997475 |
55 | 116.16 | 116.227 | 115.46 | 1.00665 | 0.999422 |
56 | 116.42 | 116.417 | 115.295 | 1.00973 | 1.00003 |
57 | 116.78 | 116.183 | 115.144 | 1.00903 | 1.00513 |
58 | 115.74 | 115.485 | 115.02 | 1.00405 | 1.00221 |
59 | 115.44 | 115.117 | 114.975 | 1.00123 | 1.00281 |
60 | 113.52 | 113.401 | 114.964 | 0.986401 | 1.00105 |
61 | 113.37 | 113.706 | 114.956 | 0.98913 | 0.997043 |
62 | 114.35 | 114.338 | 114.96 | 0.994587 | 1.00011 |
63 | 114.11 | 114.809 | 114.952 | 0.998756 | 0.993911 |
64 | 113.47 | 114.457 | 114.971 | 0.995523 | 0.991381 |
65 | 114.33 | 114.923 | 115.034 | 0.999041 | 0.994837 |
66 | 115.76 | 115.783 | 115.106 | 1.00588 | 0.999803 |
67 | 116.2 | 115.982 | 115.216 | 1.00665 | 1.00188 |
68 | 116.48 | 116.46 | 115.338 | 1.00973 | 1.00017 |
69 | 116.53 | 116.517 | 115.475 | 1.00903 | 1.00011 |
70 | 116.45 | 116.102 | 115.633 | 1.00405 | 1.003 |
71 | 116.23 | 115.875 | 115.732 | 1.00123 | 1.00307 |
72 | 114.46 | 114.123 | 115.696 | 0.986401 | 1.00296 |
73 | 115.08 | 114.291 | 115.548 | 0.98913 | 1.0069 |
74 | 115.57 | 114.867 | 115.492 | 0.994587 | 1.00612 |
75 | 116.17 | 115.428 | 115.572 | 0.998756 | 1.00643 |
76 | 115.21 | 115.132 | 115.65 | 0.995523 | 1.00068 |
77 | 114.97 | 115.586 | 115.697 | 0.999041 | 0.994673 |
78 | 114.24 | 116.406 | 115.725 | 1.00588 | 0.981393 |
79 | 114.16 | 116.541 | 115.771 | 1.00665 | 0.979573 |
80 | 117.2 | 117.024 | 115.896 | 1.00973 | 1.00151 |
81 | 117.71 | 117.127 | 116.079 | 1.00903 | 1.00498 |
82 | 117.14 | 116.783 | 116.312 | 1.00405 | 1.00306 |
83 | 116.67 | 116.791 | 116.648 | 1.00123 | 0.998961 |
84 | 114.71 | 115.54 | 117.133 | 0.986401 | 0.992812 |
85 | 115.92 | 116.445 | 117.725 | 0.98913 | 0.995489 |
86 | 117.74 | 117.614 | 118.254 | 0.994587 | 1.00107 |
87 | 118.38 | 118.552 | 118.7 | 0.998756 | 0.998546 |
88 | 118.59 | 118.625 | 119.158 | 0.995523 | 0.999706 |
89 | 119.66 | 119.559 | 119.674 | 0.999041 | 1.00084 |
90 | 121.2 | 120.962 | 120.255 | 1.00588 | 1.00197 |
91 | 121.4 | NA | NA | 1.00665 | NA |
92 | 122.66 | NA | NA | 1.00973 | NA |
93 | 122.95 | NA | NA | 1.00903 | NA |
94 | 122.9 | NA | NA | 1.00405 | NA |
95 | 123.29 | NA | NA | 1.00123 | NA |
96 | 122.02 | NA | NA | 0.986401 | NA |