Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 104.37 | NA | NA | 0.400081018518512 | NA |
2 | 104.89 | NA | NA | 0.4392476851852 | NA |
3 | 105.15 | NA | NA | 0.20827546296297 | NA |
4 | 105.72 | NA | NA | 0.0168865740740753 | NA |
5 | 106.38 | NA | NA | -0.171030092592600 | NA |
6 | 106.4 | NA | NA | -0.419363425925931 | NA |
7 | 106.47 | 105.835219907407 | 106.522916666667 | -0.687696759259261 | 0.634780092592607 |
8 | 106.59 | 106.240636574074 | 106.92625 | -0.68561342592592 | 0.349363425925915 |
9 | 106.76 | 107.048136574074 | 107.3475 | -0.299363425925931 | -0.288136574074073 |
10 | 107.35 | 108.187164351852 | 107.754166666667 | 0.432997685185182 | -0.837164351851868 |
11 | 107.81 | 108.546331018519 | 108.122083333333 | 0.424247685185185 | -0.736331018518513 |
12 | 108.03 | 108.815497685185 | 108.474166666667 | 0.341331018518518 | -0.785497685185177 |
13 | 109.08 | 109.232581018519 | 108.8325 | 0.400081018518512 | -0.152581018518518 |
14 | 109.86 | 109.658414351852 | 109.219166666667 | 0.4392476851852 | 0.201585648148153 |
15 | 110.29 | 109.905775462963 | 109.6975 | 0.20827546296297 | 0.384224537037028 |
16 | 110.34 | 110.343553240741 | 110.326666666667 | 0.0168865740740753 | -0.00355324074074304 |
17 | 110.59 | 110.873969907407 | 111.045 | -0.171030092592600 | -0.283969907407410 |
18 | 110.64 | 111.380219907407 | 111.799583333333 | -0.419363425925931 | -0.740219907407408 |
19 | 110.83 | 111.886053240741 | 112.57375 | -0.687696759259261 | -1.05605324074074 |
20 | 111.51 | 112.636469907407 | 113.322083333333 | -0.68561342592592 | -1.12646990740741 |
21 | 113.32 | 113.731886574074 | 114.03125 | -0.299363425925931 | -0.411886574074074 |
22 | 115.89 | 115.170914351852 | 114.737916666667 | 0.432997685185182 | 0.719085648148152 |
23 | 116.51 | 115.881331018519 | 115.457083333333 | 0.424247685185185 | 0.628668981481496 |
24 | 117.44 | 116.513831018519 | 116.1725 | 0.341331018518518 | 0.926168981481496 |
25 | 118.25 | 117.285497685185 | 116.885416666667 | 0.400081018518512 | 0.964502314814837 |
26 | 118.65 | 118.007997685185 | 117.56875 | 0.4392476851852 | 0.642002314814832 |
27 | 118.52 | 118.367858796296 | 118.159583333333 | 0.20827546296297 | 0.152141203703707 |
28 | 119.07 | 118.605219907407 | 118.588333333333 | 0.0168865740740753 | 0.464780092592591 |
29 | 119.12 | 118.732303240741 | 118.903333333333 | -0.171030092592600 | 0.387696759259271 |
30 | 119.28 | 118.723136574074 | 119.1425 | -0.419363425925931 | 0.55686342592594 |
31 | 119.3 | 118.597719907407 | 119.285416666667 | -0.687696759259261 | 0.702280092592616 |
32 | 119.44 | 118.684803240741 | 119.370416666667 | -0.68561342592592 | 0.755196759259277 |
33 | 119.57 | 119.148969907407 | 119.448333333333 | -0.299363425925931 | 0.421030092592616 |
34 | 119.93 | 119.939664351852 | 119.506666666667 | 0.432997685185182 | -0.00966435185183911 |
35 | 120.03 | 119.964664351852 | 119.540416666667 | 0.424247685185185 | 0.0653356481481495 |
36 | 119.66 | 119.913414351852 | 119.572083333333 | 0.341331018518518 | -0.253414351851845 |
37 | 119.46 | 119.993414351852 | 119.593333333333 | 0.400081018518512 | -0.533414351851846 |
38 | 119.48 | 120.045081018519 | 119.605833333333 | 0.4392476851852 | -0.565081018518512 |
39 | 119.56 | 119.817858796296 | 119.609583333333 | 0.20827546296297 | -0.25785879629629 |
40 | 119.43 | 119.612719907407 | 119.595833333333 | 0.0168865740740753 | -0.182719907407403 |
41 | 119.57 | 119.395219907407 | 119.56625 | -0.171030092592600 | 0.174780092592599 |
42 | 119.59 | 119.128136574074 | 119.5475 | -0.419363425925931 | 0.461863425925941 |
43 | 119.5 | 118.867719907407 | 119.555416666667 | -0.687696759259261 | 0.632280092592595 |
44 | 119.54 | 118.890219907407 | 119.575833333333 | -0.68561342592592 | 0.649780092592593 |
45 | 119.56 | 119.290636574074 | 119.59 | -0.299363425925931 | 0.269363425925917 |
46 | 119.61 | 120.040914351852 | 119.607916666667 | 0.432997685185182 | -0.430914351851868 |
47 | 119.64 | 120.055497685185 | 119.63125 | 0.424247685185185 | -0.415497685185173 |
48 | 119.6 | 119.994247685185 | 119.652916666667 | 0.341331018518518 | -0.394247685185192 |
49 | 119.71 | NA | 119.676666666667 | NA | NA |
50 | 119.72 | NA | 119.710833333333 | NA | NA |
51 | 119.66 | NA | 119.760833333333 | NA | NA |
52 | 119.76 | NA | NA | NA | NA |
53 | 119.8 | NA | NA | NA | NA |
54 | 119.88 | NA | NA | NA | NA |
55 | 119.78 | NA | NA | NA | NA |
56 | 120.08 | NA | NA | NA | NA |
57 | 120.22 | NA | NA | NA | NA |