Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 84.97 | NA | NA | -0.437407 | NA |
2 | 85.57 | NA | NA | -0.126852 | NA |
3 | 85.74 | NA | NA | 0.233565 | NA |
4 | 85.88 | NA | NA | 0.340741 | NA |
5 | 85.88 | NA | NA | 0.341389 | NA |
6 | 85.96 | NA | NA | 0.225602 | NA |
7 | 85.96 | 86.0131 | 85.9504 | 0.0626852 | -0.0531019 |
8 | 85.99 | 86.026 | 86.0567 | -0.0306481 | -0.0360185 |
9 | 86.02 | 86.0963 | 86.1787 | -0.0824537 | -0.0762963 |
10 | 86.14 | 86.2235 | 86.3137 | -0.0902315 | -0.0835185 |
11 | 86.3 | 86.2825 | 86.4358 | -0.153333 | 0.0175 |
12 | 86.32 | 86.2682 | 86.5512 | -0.283056 | 0.0518056 |
13 | 86.32 | 86.2263 | 86.6637 | -0.437407 | 0.0936574 |
14 | 86.77 | 86.6511 | 86.7779 | -0.126852 | 0.118935 |
15 | 87.47 | 87.1269 | 86.8933 | 0.233565 | 0.343102 |
16 | 87.39 | 87.3407 | 87 | 0.340741 | 0.0492593 |
17 | 87.3 | 87.4351 | 87.0937 | 0.341389 | -0.135139 |
18 | 87.31 | 87.4089 | 87.1833 | 0.225602 | -0.0989352 |
19 | 87.31 | 87.336 | 87.2733 | 0.0626852 | -0.0260185 |
20 | 87.38 | 87.3344 | 87.365 | -0.0306481 | 0.0456481 |
21 | 87.4 | 87.3388 | 87.4212 | -0.0824537 | 0.0612037 |
22 | 87.32 | 87.3614 | 87.4517 | -0.0902315 | -0.0414352 |
23 | 87.37 | 87.3492 | 87.5025 | -0.153333 | 0.0208333 |
24 | 87.4 | 87.2815 | 87.5646 | -0.283056 | 0.118472 |
25 | 87.4 | 87.1913 | 87.6288 | -0.437407 | 0.208657 |
26 | 87.89 | 87.5661 | 87.6929 | -0.126852 | 0.323935 |
27 | 87.7 | 87.9923 | 87.7588 | 0.233565 | -0.292315 |
28 | 87.89 | 88.1787 | 87.8379 | 0.340741 | -0.288657 |
29 | 88.02 | 88.2672 | 87.9258 | 0.341389 | -0.247222 |
30 | 88.08 | 88.236 | 88.0104 | 0.225602 | -0.156019 |
31 | 88.08 | 88.1573 | 88.0946 | 0.0626852 | -0.0772685 |
32 | 88.15 | 88.1564 | 88.1871 | -0.0306481 | -0.00643519 |
33 | 88.21 | 88.2655 | 88.3479 | -0.0824537 | -0.055463 |
34 | 88.41 | 88.4814 | 88.5717 | -0.0902315 | -0.0714352 |
35 | 88.39 | 88.6633 | 88.8167 | -0.153333 | -0.273333 |
36 | 88.41 | 88.7961 | 89.0792 | -0.283056 | -0.386111 |
37 | 88.41 | 88.9034 | 89.3408 | -0.437407 | -0.493426 |
38 | 89.1 | 89.4802 | 89.6071 | -0.126852 | -0.380231 |
39 | 90.35 | 90.114 | 89.8804 | 0.233565 | 0.236019 |
40 | 90.61 | 90.4953 | 90.1546 | 0.340741 | 0.114676 |
41 | 91.18 | 90.7706 | 90.4292 | 0.341389 | 0.409444 |
42 | 91.22 | 90.9331 | 90.7075 | 0.225602 | 0.286898 |
43 | 91.22 | 91.0502 | 90.9875 | 0.0626852 | 0.169815 |
44 | 91.4 | 91.2244 | 91.255 | -0.0306481 | 0.175648 |
45 | 91.52 | 91.4371 | 91.5196 | -0.0824537 | 0.0828704 |
46 | 91.68 | 91.6985 | 91.7887 | -0.0902315 | -0.0185185 |
47 | 91.71 | 91.8833 | 92.0367 | -0.153333 | -0.173333 |
48 | 91.77 | 91.9778 | 92.2608 | -0.283056 | -0.207778 |
49 | 91.77 | 92.0401 | 92.4775 | -0.437407 | -0.270093 |
50 | 92.16 | 92.5627 | 92.6896 | -0.126852 | -0.402731 |
51 | 93.64 | 93.1323 | 92.8987 | 0.233565 | 0.507685 |
52 | 93.78 | 93.4607 | 93.12 | 0.340741 | 0.319259 |
53 | 93.96 | 93.6985 | 93.3571 | 0.341389 | 0.261528 |
54 | 93.82 | 93.8269 | 93.6012 | 0.225602 | -0.00685185 |
55 | 93.82 | 93.9098 | 93.8471 | 0.0626852 | -0.0897685 |
56 | 93.89 | 94.0894 | 94.12 | -0.0306481 | -0.199352 |
57 | 94.05 | 94.2917 | 94.3742 | -0.0824537 | -0.241713 |
58 | 94.46 | 94.5269 | 94.6171 | -0.0902315 | -0.0668519 |
59 | 94.62 | 94.7371 | 94.8904 | -0.153333 | -0.117083 |
60 | 94.72 | 94.8924 | 95.1754 | -0.283056 | -0.172361 |
61 | 94.72 | 95.0388 | 95.4763 | -0.437407 | -0.318843 |
62 | 95.76 | 95.6527 | 95.7796 | -0.126852 | 0.107269 |
63 | 96.14 | 96.3165 | 96.0829 | 0.233565 | -0.176481 |
64 | 97.11 | 96.7112 | 96.3704 | 0.340741 | 0.398843 |
65 | 97.19 | 96.9822 | 96.6408 | 0.341389 | 0.207778 |
66 | 97.43 | 97.1289 | 96.9033 | 0.225602 | 0.301065 |
67 | 97.43 | 97.2244 | 97.1617 | 0.0626852 | 0.205648 |
68 | 97.56 | 97.3681 | 97.3987 | -0.0306481 | 0.191898 |
69 | 97.66 | 97.5096 | 97.5921 | -0.0824537 | 0.15037 |
70 | 97.75 | 97.6323 | 97.7225 | -0.0902315 | 0.117731 |
71 | 97.82 | 97.6567 | 97.81 | -0.153333 | 0.163333 |
72 | 97.82 | 97.6024 | 97.8854 | -0.283056 | 0.217639 |
73 | 97.82 | 97.5155 | 97.9529 | -0.437407 | 0.304491 |
74 | 98.35 | 97.8886 | 98.0154 | -0.126852 | 0.461435 |
75 | 98.19 | 98.3019 | 98.0683 | 0.233565 | -0.111898 |
76 | 98.19 | 98.4653 | 98.1246 | 0.340741 | -0.275324 |
77 | 98.21 | 98.526 | 98.1846 | 0.341389 | -0.315972 |
78 | 98.22 | 98.4677 | 98.2421 | 0.225602 | -0.247685 |
79 | 98.26 | 98.3623 | 98.2996 | 0.0626852 | -0.102269 |
80 | 98.23 | 98.3202 | 98.3508 | -0.0306481 | -0.0901852 |
81 | 98.26 | 98.3475 | 98.43 | -0.0824537 | -0.0875463 |
82 | 98.5 | 98.4677 | 98.5579 | -0.0902315 | 0.0323148 |
83 | 98.51 | 98.5554 | 98.7088 | -0.153333 | -0.0454167 |
84 | 98.51 | 98.5832 | 98.8663 | -0.283056 | -0.0731944 |
85 | 98.51 | 98.583 | 99.0204 | -0.437407 | -0.0730093 |
86 | 98.89 | 99.0473 | 99.1742 | -0.126852 | -0.157315 |
87 | 99.55 | 99.5769 | 99.3433 | 0.233565 | -0.0268981 |
88 | 99.9 | 99.8678 | 99.5271 | 0.340741 | 0.0321759 |
89 | 100.12 | 100.056 | 99.7142 | 0.341389 | 0.0644444 |
90 | 100.09 | 100.13 | 99.9042 | 0.225602 | -0.0397685 |
91 | 100.09 | 100.163 | 100.1 | 0.0626852 | -0.0726852 |
92 | 100.09 | 100.264 | 100.295 | -0.0306481 | -0.174352 |
93 | 100.46 | 100.389 | 100.472 | -0.0824537 | 0.070787 |
94 | 100.71 | 100.548 | 100.638 | -0.0902315 | 0.162315 |
95 | 100.79 | 100.654 | 100.808 | -0.153333 | 0.135833 |
96 | 100.79 | 100.7 | 100.983 | -0.283056 | 0.0901389 |
97 | 100.93 | 100.723 | 101.16 | -0.437407 | 0.206991 |
98 | 101.15 | 101.214 | 101.341 | -0.126852 | -0.0643981 |
99 | 101.53 | 101.75 | 101.516 | 0.233565 | -0.219815 |
100 | 101.91 | 102.012 | 101.671 | 0.340741 | -0.101574 |
101 | 102.18 | 102.17 | 101.829 | 0.341389 | 0.00986111 |
102 | 102.24 | 102.23 | 102.005 | 0.225602 | 0.00981481 |
103 | 102.2 | 102.242 | 102.18 | 0.0626852 | -0.0422685 |
104 | 102.32 | 102.315 | 102.345 | -0.0306481 | 0.00523148 |
105 | 102.43 | 102.422 | 102.505 | -0.0824537 | 0.00787037 |
106 | 102.45 | 102.569 | 102.659 | -0.0902315 | -0.118519 |
107 | 102.84 | 102.656 | 102.81 | -0.153333 | 0.18375 |
108 | 102.96 | 102.687 | 102.97 | -0.283056 | 0.273472 |
109 | 102.96 | 102.706 | 103.144 | -0.437407 | 0.253657 |
110 | 103.1 | 103.195 | 103.322 | -0.126852 | -0.0948148 |
111 | 103.4 | 103.747 | 103.514 | 0.233565 | -0.347315 |
112 | 103.74 | 104.077 | 103.736 | 0.340741 | -0.336574 |
113 | 103.97 | 104.313 | 103.971 | 0.341389 | -0.342639 |
114 | 104.29 | 104.426 | 104.201 | 0.225602 | -0.136435 |
115 | 104.33 | NA | NA | 0.0626852 | NA |
116 | 104.46 | NA | NA | -0.0306481 | NA |
117 | 104.9 | NA | NA | -0.0824537 | NA |
118 | 105.31 | NA | NA | -0.0902315 | NA |
119 | 105.63 | NA | NA | -0.153333 | NA |
120 | 105.68 | NA | NA | -0.283056 | NA |