Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 15.13 | NA | NA | -0.0269444 | NA |
2 | 15.25 | NA | NA | 0.0175694 | NA |
3 | 15.33 | NA | NA | 0.0309028 | NA |
4 | 15.36 | NA | NA | 0.0243056 | NA |
5 | 15.4 | NA | NA | 0.0240278 | NA |
6 | 15.4 | NA | NA | -0.00104167 | NA |
7 | 15.41 | 15.4481 | 15.4492 | -0.00111111 | -0.0380556 |
8 | 15.47 | 15.489 | 15.5004 | -0.0113889 | -0.0190278 |
9 | 15.54 | 15.5397 | 15.5492 | -0.00951389 | 0.000347222 |
10 | 15.55 | 15.5874 | 15.5967 | -0.00930556 | -0.0373611 |
11 | 15.59 | 15.6223 | 15.6429 | -0.020625 | -0.0322917 |
12 | 15.65 | 15.671 | 15.6879 | -0.016875 | -0.0210417 |
13 | 15.75 | 15.7081 | 15.735 | -0.0269444 | 0.0419444 |
14 | 15.86 | 15.7984 | 15.7808 | 0.0175694 | 0.0615972 |
15 | 15.89 | 15.8551 | 15.8242 | 0.0309028 | 0.0349306 |
16 | 15.94 | 15.8922 | 15.8679 | 0.0243056 | 0.0477778 |
17 | 15.93 | 15.934 | 15.91 | 0.0240278 | -0.00402778 |
18 | 15.95 | 15.9481 | 15.9492 | -0.00104167 | 0.001875 |
19 | 15.99 | 15.9839 | 15.985 | -0.00111111 | 0.00611111 |
20 | 15.99 | 16.0036 | 16.015 | -0.0113889 | -0.0136111 |
21 | 16.06 | 16.0359 | 16.0454 | -0.00951389 | 0.0240972 |
22 | 16.08 | 16.0732 | 16.0825 | -0.00930556 | 0.00680556 |
23 | 16.07 | 16.1052 | 16.1258 | -0.020625 | -0.0352083 |
24 | 16.11 | 16.1552 | 16.1721 | -0.016875 | -0.0452083 |
25 | 16.15 | 16.1926 | 16.2196 | -0.0269444 | -0.0426389 |
26 | 16.18 | 16.2888 | 16.2712 | 0.0175694 | -0.108819 |
27 | 16.3 | 16.3542 | 16.3233 | 0.0309028 | -0.0542361 |
28 | 16.42 | 16.4031 | 16.3787 | 0.0243056 | 0.0169444 |
29 | 16.49 | 16.4682 | 16.4442 | 0.0240278 | 0.0218056 |
30 | 16.5 | 16.5119 | 16.5129 | -0.00104167 | -0.011875 |
31 | 16.58 | 16.5789 | 16.58 | -0.00111111 | 0.00111111 |
32 | 16.64 | 16.6407 | 16.6521 | -0.0113889 | -0.000694444 |
33 | 16.66 | 16.7172 | 16.7267 | -0.00951389 | -0.0571528 |
34 | 16.81 | 16.784 | 16.7933 | -0.00930556 | 0.0259722 |
35 | 16.91 | 16.836 | 16.8567 | -0.020625 | 0.0739583 |
36 | 16.92 | 16.9073 | 16.9242 | -0.016875 | 0.0127083 |
37 | 16.95 | 16.966 | 16.9929 | -0.0269444 | -0.0159722 |
38 | 17.11 | 17.0772 | 17.0596 | 0.0175694 | 0.0328472 |
39 | 17.16 | 17.1563 | 17.1254 | 0.0309028 | 0.00368056 |
40 | 17.16 | 17.2114 | 17.1871 | 0.0243056 | -0.0513889 |
41 | 17.27 | 17.2669 | 17.2429 | 0.0240278 | 0.00305556 |
42 | 17.34 | 17.2994 | 17.3004 | -0.00104167 | 0.040625 |
43 | 17.39 | 17.3576 | 17.3588 | -0.00111111 | 0.0323611 |
44 | 17.43 | 17.3999 | 17.4112 | -0.0113889 | 0.0301389 |
45 | 17.45 | 17.4497 | 17.4592 | -0.00951389 | 0.000347222 |
46 | 17.5 | 17.4961 | 17.5054 | -0.00930556 | 0.00388889 |
47 | 17.56 | 17.5273 | 17.5479 | -0.020625 | 0.0327083 |
48 | 17.65 | 17.5677 | 17.5846 | -0.016875 | 0.0822917 |
49 | 17.62 | 17.591 | 17.6179 | -0.0269444 | 0.0290278 |
50 | 17.7 | 17.6672 | 17.6496 | 0.0175694 | 0.0328472 |
51 | 17.72 | 17.713 | 17.6821 | 0.0309028 | 0.00701389 |
52 | 17.71 | 17.7393 | 17.715 | 0.0243056 | -0.0293056 |
53 | 17.74 | 17.7686 | 17.7446 | 0.0240278 | -0.0286111 |
54 | 17.75 | 17.7694 | 17.7704 | -0.00104167 | -0.019375 |
55 | 17.78 | 17.7964 | 17.7975 | -0.00111111 | -0.0163889 |
56 | 17.8 | 17.8178 | 17.8292 | -0.0113889 | -0.0177778 |
57 | 17.86 | 17.8538 | 17.8633 | -0.00951389 | 0.00618056 |
58 | 17.88 | 17.8915 | 17.9008 | -0.00930556 | -0.0115278 |
59 | 17.89 | 17.9206 | 17.9412 | -0.020625 | -0.030625 |
60 | 17.94 | 17.9652 | 17.9821 | -0.016875 | -0.0252083 |
61 | 17.98 | 17.996 | 18.0229 | -0.0269444 | -0.0159722 |
62 | 18.1 | 18.0817 | 18.0642 | 0.0175694 | 0.0182639 |
63 | 18.14 | 18.1359 | 18.105 | 0.0309028 | 0.00409722 |
64 | 18.19 | 18.1693 | 18.145 | 0.0243056 | 0.0206944 |
65 | 18.23 | 18.2086 | 18.1846 | 0.0240278 | 0.0213889 |
66 | 18.24 | 18.2223 | 18.2233 | -0.00104167 | 0.0177083 |
67 | 18.27 | 18.2601 | 18.2612 | -0.00111111 | 0.00986111 |
68 | 18.3 | 18.284 | 18.2954 | -0.0113889 | 0.0159722 |
69 | 18.34 | 18.3188 | 18.3283 | -0.00951389 | 0.0211806 |
70 | 18.36 | 18.3528 | 18.3621 | -0.00930556 | 0.00722222 |
71 | 18.36 | 18.3735 | 18.3942 | -0.020625 | -0.0135417 |
72 | 18.4 | 18.4085 | 18.4254 | -0.016875 | -0.00854167 |
73 | 18.43 | 18.4314 | 18.4583 | -0.0269444 | -0.00138889 |
74 | 18.47 | 18.5117 | 18.4942 | 0.0175694 | -0.0417361 |
75 | 18.56 | 18.5605 | 18.5296 | 0.0309028 | -0.000486111 |
76 | 18.58 | 18.5897 | 18.5654 | 0.0243056 | -0.00972222 |
77 | 18.61 | 18.6286 | 18.6046 | 0.0240278 | -0.0186111 |
78 | 18.61 | 18.644 | 18.645 | -0.00104167 | -0.0339583 |
79 | 18.69 | NA | NA | -0.00111111 | NA |
80 | 18.74 | NA | NA | -0.0113889 | NA |
81 | 18.75 | NA | NA | -0.00951389 | NA |
82 | 18.81 | NA | NA | -0.00930556 | NA |
83 | 18.85 | NA | NA | -0.020625 | NA |
84 | 18.88 | NA | NA | -0.016875 | NA |