Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 26.73 | NA | NA | -0.0541262 | NA |
2 | 26.85 | NA | NA | 0.0431655 | NA |
3 | 27.01 | NA | NA | 0.0849016 | NA |
4 | 27.09 | NA | NA | 0.0570544 | NA |
5 | 27.11 | NA | NA | 0.0640683 | NA |
6 | 27.16 | NA | NA | 0.00101273 | NA |
7 | 27.13 | 27.2741 | 27.285 | -0.0108623 | -0.144138 |
8 | 27.19 | 27.3133 | 27.3746 | -0.0612789 | -0.123304 |
9 | 27.49 | 27.4036 | 27.4633 | -0.0597512 | 0.0864178 |
10 | 27.63 | 27.5474 | 27.5512 | -0.00384838 | 0.0825984 |
11 | 27.72 | 27.6264 | 27.6392 | -0.0128067 | 0.09364 |
12 | 27.77 | 27.6791 | 27.7267 | -0.0475289 | 0.0908623 |
13 | 27.81 | 27.7609 | 27.815 | -0.0541262 | 0.0491262 |
14 | 27.92 | 27.9452 | 27.9021 | 0.0431655 | -0.0252488 |
15 | 28.07 | 28.0582 | 27.9733 | 0.0849016 | 0.011765 |
16 | 28.14 | 28.085 | 28.0279 | 0.0570544 | 0.0550289 |
17 | 28.17 | 28.1395 | 28.0754 | 0.0640683 | 0.030515 |
18 | 28.2 | 28.1189 | 28.1179 | 0.00101273 | 0.0810706 |
19 | 28.21 | 28.1491 | 28.16 | -0.0108623 | 0.0608623 |
20 | 28.2 | 28.1516 | 28.2129 | -0.0612789 | 0.0483623 |
21 | 28.19 | 28.2152 | 28.275 | -0.0597512 | -0.0252488 |
22 | 28.24 | 28.3374 | 28.3412 | -0.00384838 | -0.0974016 |
23 | 28.25 | 28.4051 | 28.4179 | -0.0128067 | -0.15511 |
24 | 28.26 | 28.4554 | 28.5029 | -0.0475289 | -0.195388 |
25 | 28.33 | 28.5359 | 28.59 | -0.0541262 | -0.205874 |
26 | 28.67 | 28.7257 | 28.6825 | 0.0431655 | -0.0556655 |
27 | 28.81 | 28.8703 | 28.7854 | 0.0849016 | -0.0603183 |
28 | 28.99 | 28.955 | 28.8979 | 0.0570544 | 0.0350289 |
29 | 29.16 | 29.0807 | 29.0167 | 0.0640683 | 0.079265 |
30 | 29.25 | 29.1389 | 29.1379 | 0.00101273 | 0.111071 |
31 | 29.25 | 29.25 | 29.2608 | -0.0108623 | 2.89352e-05 |
32 | 29.38 | 29.3187 | 29.38 | -0.0612789 | 0.0612789 |
33 | 29.48 | 29.4394 | 29.4992 | -0.0597512 | 0.0405845 |
34 | 29.65 | 29.6145 | 29.6183 | -0.00384838 | 0.035515 |
35 | 29.69 | 29.7189 | 29.7317 | -0.0128067 | -0.02886 |
36 | 29.73 | 29.7991 | 29.8467 | -0.0475289 | -0.0691377 |
37 | 29.81 | 29.9146 | 29.9687 | -0.0541262 | -0.104624 |
38 | 30.05 | 30.1357 | 30.0925 | 0.0431655 | -0.0856655 |
39 | 30.29 | 30.2957 | 30.2108 | 0.0849016 | -0.00573495 |
40 | 30.37 | 30.3854 | 30.3283 | 0.0570544 | -0.0153877 |
41 | 30.5 | 30.5153 | 30.4512 | 0.0640683 | -0.0153183 |
42 | 30.67 | 30.576 | 30.575 | 0.00101273 | 0.0939873 |
43 | 30.76 | 30.6821 | 30.6929 | -0.0108623 | 0.0779456 |
44 | 30.84 | 30.7412 | 30.8025 | -0.0612789 | 0.0987789 |
45 | 30.86 | 30.8411 | 30.9008 | -0.0597512 | 0.0189178 |
46 | 31.09 | 30.9853 | 30.9892 | -0.00384838 | 0.104682 |
47 | 31.2 | 31.0551 | 31.0679 | -0.0128067 | 0.14489 |
48 | 31.19 | 31.0854 | 31.1329 | -0.0475289 | 0.104612 |
49 | 31.18 | 31.133 | 31.1871 | -0.0541262 | 0.0470428 |
50 | 31.31 | 31.2769 | 31.2337 | 0.0431655 | 0.0330845 |
51 | 31.39 | 31.3599 | 31.275 | 0.0849016 | 0.0300984 |
52 | 31.39 | 31.3679 | 31.3108 | 0.0570544 | 0.0221123 |
53 | 31.37 | 31.4024 | 31.3383 | 0.0640683 | -0.0324016 |
54 | 31.36 | 31.3656 | 31.3646 | 0.00101273 | -0.00559606 |
55 | 31.37 | 31.3837 | 31.3946 | -0.0108623 | -0.0137211 |
56 | 31.35 | 31.3587 | 31.42 | -0.0612789 | -0.00872106 |
57 | 31.34 | 31.3777 | 31.4375 | -0.0597512 | -0.0377488 |
58 | 31.47 | 31.4524 | 31.4562 | -0.00384838 | 0.0175984 |
59 | 31.48 | 31.4701 | 31.4829 | -0.0128067 | 0.00989005 |
60 | 31.54 | 31.4683 | 31.5158 | -0.0475289 | 0.0716956 |
61 | 31.55 | 31.4971 | 31.5513 | -0.0541262 | 0.0528762 |
62 | 31.55 | 31.6261 | 31.5829 | 0.0431655 | -0.0760822 |
63 | 31.57 | 31.6966 | 31.6117 | 0.0849016 | -0.126568 |
64 | 31.66 | 31.6933 | 31.6362 | 0.0570544 | -0.0333044 |
65 | 31.74 | 31.7212 | 31.6571 | 0.0640683 | 0.0188484 |
66 | 31.78 | 31.6773 | 31.6762 | 0.00101273 | 0.102737 |
67 | 31.8 | 31.6846 | 31.6954 | -0.0108623 | 0.115446 |
68 | 31.68 | 31.66 | 31.7212 | -0.0612789 | 0.0200289 |
69 | 31.7 | 31.6865 | 31.7462 | -0.0597512 | 0.0135012 |
70 | 31.7 | 31.7466 | 31.7504 | -0.00384838 | -0.0465683 |
71 | 31.75 | 31.718 | 31.7308 | -0.0128067 | 0.0319734 |
72 | 31.73 | 31.6362 | 31.6837 | -0.0475289 | 0.0937789 |
73 | 31.82 | 31.5621 | 31.6162 | -0.0541262 | 0.257876 |
74 | 31.9 | 31.594 | 31.5508 | 0.0431655 | 0.306001 |
75 | 31.82 | 31.5728 | 31.4879 | 0.0849016 | 0.247182 |
76 | 31.51 | 31.4771 | 31.42 | 0.0570544 | 0.0329456 |
77 | 31.42 | 31.4045 | 31.3404 | 0.0640683 | 0.015515 |
78 | 30.97 | 31.2568 | 31.2558 | 0.00101273 | -0.286846 |
79 | 30.99 | NA | NA | -0.0108623 | NA |
80 | 30.92 | NA | NA | -0.0612789 | NA |
81 | 30.95 | NA | NA | -0.0597512 | NA |
82 | 30.82 | NA | NA | -0.00384838 | NA |
83 | 30.72 | NA | NA | -0.0128067 | NA |
84 | 30.73 | NA | NA | -0.0475289 | NA |