Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 103.48 | NA | NA | -0.25884259259259 | NA |
2 | 103.93 | NA | NA | 0.152685185185183 | NA |
3 | 103.89 | NA | NA | 0.0411574074074023 | NA |
4 | 104.4 | NA | NA | 0.189212962962956 | NA |
5 | 104.79 | NA | NA | 0.273240740740743 | NA |
6 | 104.77 | NA | NA | 0.229629629629633 | NA |
7 | 105.13 | 105.067407407407 | 104.698333333333 | 0.369074074074079 | 0.0625925925925799 |
8 | 105.26 | 104.866851851852 | 104.846666666667 | 0.020185185185185 | 0.393148148148157 |
9 | 104.96 | 104.825740740741 | 105.002083333333 | -0.176342592592589 | 0.134259259259252 |
10 | 104.75 | 104.921018518519 | 105.158333333333 | -0.237314814814813 | -0.171018518518508 |
11 | 105.01 | 105.056574074074 | 105.291666666667 | -0.235092592592602 | -0.0465740740740586 |
12 | 105.15 | 105.036157407407 | 105.40375 | -0.367592592592586 | 0.11384259259259 |
13 | 105.2 | 105.261157407407 | 105.52 | -0.25884259259259 | -0.061157407407407 |
14 | 105.77 | 105.781851851852 | 105.629166666667 | 0.152685185185183 | -0.0118518518518584 |
15 | 105.78 | 105.785324074074 | 105.744166666667 | 0.0411574074074023 | -0.00532407407406765 |
16 | 106.26 | 106.09712962963 | 105.907916666667 | 0.189212962962956 | 0.162870370370385 |
17 | 106.13 | 106.407824074074 | 106.134583333333 | 0.273240740740743 | -0.277824074074076 |
18 | 106.12 | 106.62837962963 | 106.39875 | 0.229629629629633 | -0.508379629629616 |
19 | 106.57 | 107.054907407407 | 106.685833333333 | 0.369074074074079 | -0.48490740740742 |
20 | 106.44 | 107.018101851852 | 106.997916666667 | 0.020185185185185 | -0.578101851851855 |
21 | 106.54 | 107.175324074074 | 107.351666666667 | -0.176342592592589 | -0.635324074074063 |
22 | 107.1 | 107.491435185185 | 107.72875 | -0.237314814814813 | -0.391435185185188 |
23 | 108.1 | 107.907824074074 | 108.142916666667 | -0.235092592592602 | 0.192175925925937 |
24 | 108.4 | 108.262407407407 | 108.63 | -0.367592592592586 | 0.137592592592597 |
25 | 108.84 | 108.890324074074 | 109.149166666667 | -0.25884259259259 | -0.0503240740740694 |
26 | 109.62 | 109.803518518519 | 109.650833333333 | 0.152685185185183 | -0.183518518518497 |
27 | 110.42 | 110.173657407407 | 110.1325 | 0.0411574074074023 | 0.246342592592597 |
28 | 110.67 | 110.775046296296 | 110.585833333333 | 0.189212962962956 | -0.105046296296294 |
29 | 111.66 | 111.211157407407 | 110.937916666667 | 0.273240740740743 | 0.448842592592584 |
30 | 112.28 | 111.427546296296 | 111.197916666667 | 0.229629629629633 | 0.852453703703702 |
31 | 112.87 | 111.790740740741 | 111.421666666667 | 0.369074074074079 | 1.07925925925927 |
32 | 112.18 | 111.635185185185 | 111.615 | 0.020185185185185 | 0.544814814814828 |
33 | 112.36 | 111.555324074074 | 111.731666666667 | -0.176342592592589 | 0.804675925925935 |
34 | 112.16 | 111.550185185185 | 111.7875 | -0.237314814814813 | 0.609814814814825 |
35 | 111.49 | 111.562824074074 | 111.797916666667 | -0.235092592592602 | -0.0728240740740631 |
36 | 111.25 | 111.361574074074 | 111.729166666667 | -0.367592592592586 | -0.11157407407407 |
37 | 111.36 | 111.339490740741 | 111.598333333333 | -0.25884259259259 | 0.0205092592592564 |
38 | 111.74 | 111.635601851852 | 111.482916666667 | 0.152685185185183 | 0.104398148148164 |
39 | 111.1 | 111.431990740741 | 111.390833333333 | 0.0411574074074023 | -0.331990740740721 |
40 | 111.33 | 111.478796296296 | 111.289583333333 | 0.189212962962956 | -0.148796296296297 |
41 | 111.25 | 111.511990740741 | 111.23875 | 0.273240740740743 | -0.261990740740728 |
42 | 111.04 | 111.475046296296 | 111.245416666667 | 0.229629629629633 | -0.435046296296278 |
43 | 110.97 | 111.655324074074 | 111.28625 | 0.369074074074079 | -0.68532407407406 |
44 | 111.31 | 111.367685185185 | 111.3475 | 0.020185185185185 | -0.0576851851851785 |
45 | 111.02 | 111.280324074074 | 111.456666666667 | -0.176342592592589 | -0.260324074074077 |
46 | 111.07 | 111.379351851852 | 111.616666666667 | -0.237314814814813 | -0.309351851851858 |
47 | 111.36 | 111.570324074074 | 111.805416666667 | -0.235092592592602 | -0.210324074074066 |
48 | 111.54 | 111.656990740741 | 112.024583333333 | -0.367592592592586 | -0.116990740740732 |
49 | 112.05 | NA | 112.257083333333 | NA | NA |
50 | 112.52 | NA | 112.483333333333 | NA | NA |
51 | 112.94 | NA | 112.725416666667 | NA | NA |
52 | 113.33 | NA | 112.999166666667 | NA | NA |
53 | 113.78 | NA | NA | NA | NA |
54 | 113.77 | NA | NA | NA | NA |
55 | 113.82 | NA | NA | NA | NA |
56 | 113.89 | NA | NA | NA | NA |
57 | 114.25 | NA | NA | NA | NA |
58 | 114.41 | NA | NA | NA | NA |