Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1.94 | NA | NA | -0.0188368 | NA |
2 | 1.82 | NA | NA | -0.0486979 | NA |
3 | 1.8 | NA | NA | -0.0814757 | NA |
4 | 1.79 | NA | NA | -0.101337 | NA |
5 | 1.79 | NA | NA | -0.0996007 | NA |
6 | 1.78 | NA | NA | -0.0227951 | NA |
7 | 1.81 | 1.8372 | 1.83 | 0.00720486 | -0.0272049 |
8 | 1.84 | 1.88193 | 1.82542 | 0.0565104 | -0.0419271 |
9 | 1.87 | 1.9522 | 1.82708 | 0.125122 | -0.0822049 |
10 | 1.87 | 1.95012 | 1.82958 | 0.120538 | -0.0801215 |
11 | 1.87 | 1.88505 | 1.8325 | 0.0525521 | -0.0150521 |
12 | 1.84 | 1.84873 | 1.83792 | 0.010816 | -0.00873264 |
13 | 1.82 | 1.82575 | 1.84458 | -0.0188368 | -0.00574653 |
14 | 1.83 | 1.8013 | 1.85 | -0.0486979 | 0.0286979 |
15 | 1.83 | 1.77561 | 1.85708 | -0.0814757 | 0.0543924 |
16 | 1.82 | 1.767 | 1.86833 | -0.101337 | 0.0530035 |
17 | 1.83 | 1.78665 | 1.88625 | -0.0996007 | 0.0433507 |
18 | 1.87 | 1.89887 | 1.92167 | -0.0227951 | -0.0288715 |
19 | 1.88 | 1.99095 | 1.98375 | 0.00720486 | -0.110955 |
20 | 1.9 | 2.12026 | 2.06375 | 0.0565104 | -0.22026 |
21 | 1.98 | 2.27345 | 2.14833 | 0.125122 | -0.293455 |
22 | 2.03 | 2.35804 | 2.2375 | 0.120538 | -0.328038 |
23 | 2.14 | 2.38797 | 2.33542 | 0.0525521 | -0.247969 |
24 | 2.42 | 2.45457 | 2.44375 | 0.010816 | -0.034566 |
25 | 2.73 | 2.53616 | 2.555 | -0.0188368 | 0.193837 |
26 | 2.84 | 2.60672 | 2.65542 | -0.0486979 | 0.233281 |
27 | 2.85 | 2.65727 | 2.73875 | -0.0814757 | 0.192726 |
28 | 2.94 | 2.70366 | 2.805 | -0.101337 | 0.236337 |
29 | 3.06 | 2.75498 | 2.85458 | -0.0996007 | 0.305017 |
30 | 3.24 | 2.85095 | 2.87375 | -0.0227951 | 0.389045 |
31 | 3.18 | 2.86012 | 2.85292 | 0.00720486 | 0.319878 |
32 | 3.01 | 2.85943 | 2.80292 | 0.0565104 | 0.150573 |
33 | 2.87 | 2.86262 | 2.7375 | 0.125122 | 0.00737847 |
34 | 2.73 | 2.78345 | 2.66292 | 0.120538 | -0.0534549 |
35 | 2.63 | 2.63005 | 2.5775 | 0.0525521 | -5.20833e-05 |
36 | 2.39 | 2.4879 | 2.47708 | 0.010816 | -0.0978993 |
37 | 2.26 | 2.35366 | 2.3725 | -0.0188368 | -0.0936632 |
38 | 2.11 | 2.23464 | 2.28333 | -0.0486979 | -0.124635 |
39 | 2.01 | 2.13644 | 2.21792 | -0.0814757 | -0.126441 |
40 | 1.99 | 2.07283 | 2.17417 | -0.101337 | -0.0828299 |
41 | 1.96 | 2.0404 | 2.14 | -0.0996007 | -0.0803993 |
42 | 1.93 | 2.09512 | 2.11792 | -0.0227951 | -0.165122 |
43 | 1.98 | 2.12054 | 2.11333 | 0.00720486 | -0.140538 |
44 | 2.07 | 2.17859 | 2.12208 | 0.0565104 | -0.108594 |
45 | 2.24 | 2.26845 | 2.14333 | 0.125122 | -0.0284549 |
46 | 2.31 | 2.28845 | 2.16792 | 0.120538 | 0.0215451 |
47 | 2.23 | 2.24339 | 2.19083 | 0.0525521 | -0.0133854 |
48 | 2.26 | 2.23582 | 2.225 | 0.010816 | 0.024184 |
49 | 2.28 | 2.25241 | 2.27125 | -0.0188368 | 0.0275868 |
50 | 2.3 | 2.28047 | 2.32917 | -0.0486979 | 0.0195312 |
51 | 2.33 | 2.32227 | 2.40375 | -0.0814757 | 0.00772569 |
52 | 2.26 | 2.38033 | 2.48167 | -0.101337 | -0.12033 |
53 | 2.24 | 2.44832 | 2.54792 | -0.0996007 | -0.208316 |
54 | 2.47 | 2.57137 | 2.59417 | -0.0227951 | -0.101372 |
55 | 2.55 | 2.62387 | 2.61667 | 0.00720486 | -0.0738715 |
56 | 2.89 | 2.67734 | 2.62083 | 0.0565104 | 0.212656 |
57 | 3.21 | 2.74137 | 2.61625 | 0.125122 | 0.468628 |
58 | 3.21 | 2.73054 | 2.61 | 0.120538 | 0.479462 |
59 | 2.92 | 2.65755 | 2.605 | 0.0525521 | 0.262448 |
60 | 2.68 | 2.60332 | 2.5925 | 0.010816 | 0.076684 |
61 | 2.4 | 2.55075 | 2.56958 | -0.0188368 | -0.150747 |
62 | 2.28 | 2.4813 | 2.53 | -0.0486979 | -0.201302 |
63 | 2.24 | 2.38102 | 2.4625 | -0.0814757 | -0.141024 |
64 | 2.2 | 2.28033 | 2.38167 | -0.101337 | -0.0803299 |
65 | 2.18 | 2.21332 | 2.31292 | -0.0996007 | -0.033316 |
66 | 2.23 | 2.24179 | 2.26458 | -0.0227951 | -0.0117882 |
67 | 2.24 | 2.24262 | 2.23542 | 0.00720486 | -0.00262153 |
68 | 2.25 | 2.27776 | 2.22125 | 0.0565104 | -0.0277604 |
69 | 2.23 | 2.3372 | 2.21208 | 0.125122 | -0.107205 |
70 | 2.25 | 2.3247 | 2.20417 | 0.120538 | -0.0747049 |
71 | 2.23 | 2.2513 | 2.19875 | 0.0525521 | -0.0213021 |
72 | 2.21 | 2.20498 | 2.19417 | 0.010816 | 0.00501736 |
73 | 2.17 | 2.17658 | 2.19542 | -0.0188368 | -0.00657986 |
74 | 2.17 | 2.16089 | 2.20958 | -0.0486979 | 0.00911458 |
75 | 2.13 | 2.15269 | 2.23417 | -0.0814757 | -0.022691 |
76 | 2.12 | 2.16116 | 2.2625 | -0.101337 | -0.0411632 |
77 | 2.13 | 2.19165 | 2.29125 | -0.0996007 | -0.0616493 |
78 | 2.17 | 2.2872 | 2.31 | -0.0227951 | -0.117205 |
79 | 2.33 | NA | NA | 0.00720486 | NA |
80 | 2.5 | NA | NA | 0.0565104 | NA |
81 | 2.57 | NA | NA | 0.125122 | NA |
82 | 2.59 | NA | NA | 0.120538 | NA |
83 | 2.58 | NA | NA | 0.0525521 | NA |
84 | 2.31 | NA | NA | 0.010816 | NA |