Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1.93 | NA | NA | 0.0563368 | NA |
2 | 2.02 | NA | NA | 0.273351 | NA |
3 | 1.85 | NA | NA | 0.0936979 | NA |
4 | 1.77 | NA | NA | 0.00585069 | NA |
5 | 1.81 | NA | NA | 0.122865 | NA |
6 | 1.67 | NA | NA | -0.095816 | NA |
7 | 1.55 | 1.60939 | 1.79458 | -0.185191 | -0.0593924 |
8 | 1.62 | 1.64516 | 1.81083 | -0.165677 | -0.0251562 |
9 | 1.79 | 1.76925 | 1.82792 | -0.0586632 | 0.0207465 |
10 | 1.73 | 1.76995 | 1.84042 | -0.0704688 | -0.0399479 |
11 | 1.77 | 1.83752 | 1.8525 | -0.0149826 | -0.0675174 |
12 | 1.95 | 1.90161 | 1.86292 | 0.0386979 | 0.0483854 |
13 | 2.08 | 1.93884 | 1.8825 | 0.0563368 | 0.141163 |
14 | 2.26 | 2.18377 | 1.91042 | 0.273351 | 0.0762326 |
15 | 2.02 | 2.02328 | 1.92958 | 0.0936979 | -0.00328125 |
16 | 1.9 | 1.95335 | 1.9475 | 0.00585069 | -0.0533507 |
17 | 1.97 | 2.08995 | 1.96708 | 0.122865 | -0.119948 |
18 | 1.76 | 1.88043 | 1.97625 | -0.095816 | -0.120434 |
19 | 1.93 | 1.78606 | 1.97125 | -0.185191 | 0.143941 |
20 | 1.91 | 1.80016 | 1.96583 | -0.165677 | 0.109844 |
21 | 1.96 | 1.90925 | 1.96792 | -0.0586632 | 0.0507465 |
22 | 1.99 | 1.90453 | 1.975 | -0.0704688 | 0.0854688 |
23 | 1.98 | 1.96918 | 1.98417 | -0.0149826 | 0.010816 |
24 | 1.96 | 2.03203 | 1.99333 | 0.0386979 | -0.0720312 |
25 | 1.95 | 2.04717 | 1.99083 | 0.0563368 | -0.0971701 |
26 | 2.26 | 2.25127 | 1.97792 | 0.273351 | 0.00873264 |
27 | 2.07 | 2.06245 | 1.96875 | 0.0936979 | 0.00755208 |
28 | 2.02 | 1.96877 | 1.96292 | 0.00585069 | 0.0512326 |
29 | 2.07 | 2.08578 | 1.96292 | 0.122865 | -0.0157812 |
30 | 1.88 | 1.87627 | 1.97208 | -0.095816 | 0.00373264 |
31 | 1.75 | 1.79773 | 1.98292 | -0.185191 | -0.0477257 |
32 | 1.78 | 1.81766 | 1.98333 | -0.165677 | -0.0376562 |
33 | 1.87 | 1.91925 | 1.97792 | -0.0586632 | -0.0492535 |
34 | 1.94 | 1.90411 | 1.97458 | -0.0704688 | 0.0358854 |
35 | 2.03 | 1.95918 | 1.97417 | -0.0149826 | 0.070816 |
36 | 2.13 | 2.0137 | 1.975 | 0.0386979 | 0.116302 |
37 | 2.04 | 2.03342 | 1.97708 | 0.0563368 | 0.00657986 |
38 | 2.18 | 2.2521 | 1.97875 | 0.273351 | -0.0721007 |
39 | 2.02 | 2.0712 | 1.9775 | 0.0936979 | -0.0511979 |
40 | 1.99 | 1.98085 | 1.975 | 0.00585069 | 0.00914931 |
41 | 2.09 | 2.0962 | 1.97333 | 0.122865 | -0.00619792 |
42 | 1.88 | 1.87293 | 1.96875 | -0.095816 | 0.00706597 |
43 | 1.8 | 1.78106 | 1.96625 | -0.185191 | 0.018941 |
44 | 1.77 | 1.80766 | 1.97333 | -0.165677 | -0.0376562 |
45 | 1.85 | 1.9255 | 1.98417 | -0.0586632 | -0.0755035 |
46 | 1.9 | 1.92078 | 1.99125 | -0.0704688 | -0.0207812 |
47 | 2.03 | 1.98668 | 2.00167 | -0.0149826 | 0.043316 |
48 | 2.02 | 2.0537 | 2.015 | 0.0386979 | -0.0336979 |
49 | 2.09 | 2.073 | 2.01667 | 0.0563368 | 0.0169965 |
50 | 2.3 | 2.2896 | 2.01625 | 0.273351 | 0.0103993 |
51 | 2.16 | 2.1212 | 2.0275 | 0.0936979 | 0.0388021 |
52 | 2.02 | 2.04835 | 2.0425 | 0.00585069 | -0.0283507 |
53 | 2.31 | 2.17286 | 2.05 | 0.122865 | 0.137135 |
54 | 1.98 | 1.96043 | 2.05625 | -0.095816 | 0.019566 |
55 | 1.74 | 1.87773 | 2.06292 | -0.185191 | -0.137726 |
56 | 1.82 | 1.90474 | 2.07042 | -0.165677 | -0.0847396 |
57 | 2.07 | 2.02134 | 2.08 | -0.0586632 | 0.0486632 |
58 | 2.04 | 2.01745 | 2.08792 | -0.0704688 | 0.0225521 |
59 | 2.07 | 2.07168 | 2.08667 | -0.0149826 | -0.00168403 |
60 | 2.13 | 2.12286 | 2.08417 | 0.0386979 | 0.00713542 |
61 | 2.14 | 2.1555 | 2.09917 | 0.0563368 | -0.0155035 |
62 | 2.43 | 2.3946 | 2.12125 | 0.273351 | 0.0353993 |
63 | 2.26 | 2.22495 | 2.13125 | 0.0936979 | 0.0350521 |
64 | 2.11 | 2.13502 | 2.12917 | 0.00585069 | -0.0250174 |
65 | 2.19 | 2.24953 | 2.12667 | 0.122865 | -0.0595313 |
66 | 2.04 | 2.03043 | 2.12625 | -0.095816 | 0.00956597 |
67 | 2.04 | 1.94106 | 2.12625 | -0.185191 | 0.098941 |
68 | 2.05 | 1.95766 | 2.12333 | -0.165677 | 0.0923438 |
69 | 2.08 | 2.05842 | 2.11708 | -0.0586632 | 0.0215799 |
70 | 1.98 | 2.0462 | 2.11667 | -0.0704688 | -0.0661979 |
71 | 2.07 | 2.10877 | 2.12375 | -0.0149826 | -0.0387674 |
72 | 2.12 | 2.16911 | 2.13042 | 0.0386979 | -0.0491146 |
73 | 2.15 | 2.18509 | 2.12875 | 0.0563368 | -0.0350868 |
74 | 2.35 | 2.39168 | 2.11833 | 0.273351 | -0.041684 |
75 | 2.19 | 2.19995 | 2.10625 | 0.0936979 | -0.00994792 |
76 | 2.17 | 2.10668 | 2.10083 | 0.00585069 | 0.063316 |
77 | 2.3 | 2.2187 | 2.09583 | 0.122865 | 0.0813021 |
78 | 2.09 | 1.99252 | 2.08833 | -0.095816 | 0.0974826 |
79 | 1.95 | NA | NA | -0.185191 | NA |
80 | 1.89 | NA | NA | -0.165677 | NA |
81 | 1.95 | NA | NA | -0.0586632 | NA |
82 | 1.98 | NA | NA | -0.0704688 | NA |
83 | 1.95 | NA | NA | -0.0149826 | NA |
84 | 2.06 | NA | NA | 0.0386979 | NA |