Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 101.76 | NA | NA | -0.0784606481481403 | NA |
2 | 102.37 | NA | NA | -0.0827662037036967 | NA |
3 | 102.38 | NA | NA | -0.324710648148148 | NA |
4 | 102.86 | NA | NA | -0.132210648148158 | NA |
5 | 102.87 | NA | NA | -0.440960648148161 | NA |
6 | 102.92 | NA | NA | -0.36637731481482 | NA |
7 | 102.95 | 102.755706018519 | 103.285416666667 | -0.529710648148142 | 0.194293981481479 |
8 | 103.02 | 103.152372685185 | 103.512916666667 | -0.360543981481478 | -0.132372685185203 |
9 | 104.08 | 104.565150462963 | 103.727083333333 | 0.838067129629633 | -0.485150462962977 |
10 | 104.16 | 104.653206018519 | 103.9525 | 0.700706018518514 | -0.493206018518521 |
11 | 104.24 | 104.633622685185 | 104.1825 | 0.45112268518519 | -0.393622685185179 |
12 | 104.33 | 104.736261574074 | 104.410416666667 | 0.325844907407408 | -0.406261574074037 |
13 | 104.73 | 104.569456018519 | 104.647916666667 | -0.0784606481481403 | 0.160543981481496 |
14 | 104.86 | 104.83931712963 | 104.922083333333 | -0.0827662037036967 | 0.0206828703703792 |
15 | 105.03 | 104.897372685185 | 105.222083333333 | -0.324710648148148 | 0.132627314814826 |
16 | 105.62 | 105.391122685185 | 105.523333333333 | -0.132210648148158 | 0.228877314814824 |
17 | 105.63 | 105.386956018519 | 105.827916666667 | -0.440960648148161 | 0.243043981481492 |
18 | 105.63 | 105.788206018518 | 106.154583333333 | -0.36637731481482 | -0.158206018518499 |
19 | 105.94 | 105.939872685185 | 106.469583333333 | -0.529710648148142 | 0.000127314814832857 |
20 | 106.61 | 106.401956018519 | 106.7625 | -0.360543981481478 | 0.208043981481495 |
21 | 107.69 | 107.895150462963 | 107.057083333333 | 0.838067129629633 | -0.205150462962962 |
22 | 107.78 | 108.037789351852 | 107.337083333333 | 0.700706018518514 | -0.257789351851855 |
23 | 107.93 | 108.061956018519 | 107.610833333333 | 0.45112268518519 | -0.131956018518508 |
24 | 108.48 | 108.223344907407 | 107.8975 | 0.325844907407408 | 0.256655092592595 |
25 | 108.14 | 108.115289351852 | 108.19375 | -0.0784606481481403 | 0.0247106481481438 |
26 | 108.48 | 108.390983796296 | 108.47375 | -0.0827662037036967 | 0.0890162037037072 |
27 | 108.48 | 108.450289351852 | 108.775 | -0.324710648148148 | 0.0297106481481535 |
28 | 108.89 | 108.980706018519 | 109.112916666667 | -0.132210648148158 | -0.0907060185185173 |
29 | 108.93 | 109.016122685185 | 109.457083333333 | -0.440960648148161 | -0.0861226851851882 |
30 | 109.21 | 109.418206018519 | 109.784583333333 | -0.36637731481482 | -0.208206018518524 |
31 | 109.47 | 109.575706018519 | 110.105416666667 | -0.529710648148142 | -0.105706018518532 |
32 | 109.8 | 110.087372685185 | 110.447916666667 | -0.360543981481478 | -0.287372685185176 |
33 | 111.73 | 111.64056712963 | 110.8025 | 0.838067129629633 | 0.0894328703703735 |
34 | 111.85 | 111.872789351852 | 111.172083333333 | 0.700706018518514 | -0.0227893518518414 |
35 | 112.12 | 112.004456018518 | 111.553333333333 | 0.45112268518519 | 0.115543981481508 |
36 | 112.15 | 112.292511574074 | 111.966666666667 | 0.325844907407408 | -0.142511574074049 |
37 | 112.17 | 112.319872685185 | 112.398333333333 | -0.0784606481481403 | -0.149872685185187 |
38 | 112.67 | 112.74431712963 | 112.827083333333 | -0.0827662037036967 | -0.0743171296296197 |
39 | 112.8 | 112.926956018518 | 113.251666666667 | -0.324710648148148 | -0.126956018518499 |
40 | 113.44 | 113.542789351852 | 113.675 | -0.132210648148158 | -0.10278935185184 |
41 | 113.53 | 113.651539351852 | 114.0925 | -0.440960648148161 | -0.121539351851837 |
42 | 114.53 | 114.128206018518 | 114.494583333333 | -0.36637731481482 | 0.401793981481504 |
43 | 114.51 | 114.369039351852 | 114.89875 | -0.529710648148142 | 0.140960648148152 |
44 | 115.05 | 114.935289351852 | 115.295833333333 | -0.360543981481478 | 0.114710648148161 |
45 | 116.67 | 116.518900462963 | 115.680833333333 | 0.838067129629633 | 0.151099537037041 |
46 | 117.07 | 116.754039351852 | 116.053333333333 | 0.700706018518514 | 0.315960648148149 |
47 | 116.92 | 116.868206018519 | 116.417083333333 | 0.45112268518519 | 0.051793981481481 |
48 | 117 | 117.078761574074 | 116.752916666667 | 0.325844907407408 | -0.0787615740740648 |
49 | 117.02 | NA | 117.07375 | NA | NA |
50 | 117.35 | NA | 117.39625 | NA | NA |
51 | 117.36 | NA | 117.68125 | NA | NA |
52 | 117.82 | NA | 117.935833333333 | NA | NA |
53 | 117.88 | NA | NA | NA | NA |
54 | 118.24 | NA | NA | NA | NA |
55 | 118.5 | NA | NA | NA | NA |
56 | 118.8 | NA | NA | NA | NA |
57 | 119.76 | NA | NA | NA | NA |
58 | 120.09 | NA | NA | NA | NA |