Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 16.3 | NA | NA | -0.0442303 | NA |
2 | 16.37 | NA | NA | -0.030272 | NA |
3 | 16.38 | NA | NA | 0.00208912 | NA |
4 | 16.37 | NA | NA | 0.0207002 | NA |
5 | 16.42 | NA | NA | 0.0425058 | NA |
6 | 16.43 | NA | NA | 0.0175752 | NA |
7 | 16.44 | 16.459 | 16.4767 | -0.0176331 | -0.0190336 |
8 | 16.53 | 16.5074 | 16.5012 | 0.0061169 | 0.0226331 |
9 | 16.55 | 16.5322 | 16.5221 | 0.0100752 | 0.0178414 |
10 | 16.56 | 16.5585 | 16.5471 | 0.0114641 | 0.00145255 |
11 | 16.6 | 16.5779 | 16.5812 | -0.00332755 | 0.0220775 |
12 | 16.61 | 16.6041 | 16.6192 | -0.0150637 | 0.00589699 |
13 | 16.62 | 16.6129 | 16.6571 | -0.0442303 | 0.00714699 |
14 | 16.64 | 16.6647 | 16.695 | -0.030272 | -0.024728 |
15 | 16.61 | 16.7375 | 16.7354 | 0.00208912 | -0.127506 |
16 | 16.74 | 16.7999 | 16.7792 | 0.0207002 | -0.0598669 |
17 | 16.87 | 16.8654 | 16.8229 | 0.0425058 | 0.00457755 |
18 | 16.89 | 16.8851 | 16.8675 | 0.0175752 | 0.00492477 |
19 | 16.89 | 16.8961 | 16.9138 | -0.0176331 | -0.0061169 |
20 | 16.99 | 16.9665 | 16.9604 | 0.0061169 | 0.0234664 |
21 | 17.06 | 17.0259 | 17.0158 | 0.0100752 | 0.0340914 |
22 | 17.1 | 17.0877 | 17.0763 | 0.0114641 | 0.0122859 |
23 | 17.11 | 17.1254 | 17.1288 | -0.00332755 | -0.0154225 |
24 | 17.17 | 17.1612 | 17.1762 | -0.0150637 | 0.00881366 |
25 | 17.17 | 17.1779 | 17.2221 | -0.0442303 | -0.00785301 |
26 | 17.21 | 17.2339 | 17.2642 | -0.030272 | -0.0238947 |
27 | 17.37 | 17.3025 | 17.3004 | 0.00208912 | 0.0674942 |
28 | 17.43 | 17.3515 | 17.3308 | 0.0207002 | 0.0784664 |
29 | 17.44 | 17.4021 | 17.3596 | 0.0425058 | 0.0379109 |
30 | 17.46 | 17.4042 | 17.3867 | 0.0175752 | 0.0557581 |
31 | 17.42 | 17.394 | 17.4117 | -0.0176331 | 0.0259664 |
32 | 17.47 | 17.4449 | 17.4388 | 0.0061169 | 0.0251331 |
33 | 17.45 | 17.4734 | 17.4633 | 0.0100752 | -0.0234086 |
34 | 17.44 | 17.4923 | 17.4808 | 0.0114641 | -0.0522975 |
35 | 17.46 | 17.4917 | 17.495 | -0.00332755 | -0.0316725 |
36 | 17.47 | 17.4912 | 17.5062 | -0.0150637 | -0.0211863 |
37 | 17.47 | 17.4737 | 17.5179 | -0.0442303 | -0.00368634 |
38 | 17.56 | 17.4997 | 17.53 | -0.030272 | 0.060272 |
39 | 17.61 | 17.5467 | 17.5446 | 0.00208912 | 0.0633275 |
40 | 17.61 | 17.587 | 17.5662 | 0.0207002 | 0.0230498 |
41 | 17.6 | 17.6329 | 17.5904 | 0.0425058 | -0.0329225 |
42 | 17.57 | 17.6317 | 17.6142 | 0.0175752 | -0.0617419 |
43 | 17.59 | 17.6199 | 17.6375 | -0.0176331 | -0.0298669 |
44 | 17.59 | 17.6674 | 17.6612 | 0.0061169 | -0.0773669 |
45 | 17.68 | 17.7022 | 17.6921 | 0.0100752 | -0.0221586 |
46 | 17.73 | 17.7406 | 17.7292 | 0.0114641 | -0.0106308 |
47 | 17.75 | 17.7675 | 17.7708 | -0.00332755 | -0.0175058 |
48 | 17.75 | 17.8054 | 17.8204 | -0.0150637 | -0.055353 |
49 | 17.75 | 17.8283 | 17.8725 | -0.0442303 | -0.0782697 |
50 | 17.85 | 17.8989 | 17.9292 | -0.030272 | -0.0488947 |
51 | 18.06 | 17.9904 | 17.9883 | 0.00208912 | 0.0695775 |
52 | 18.05 | 18.064 | 18.0433 | 0.0207002 | -0.0140336 |
53 | 18.16 | 18.1396 | 18.0971 | 0.0425058 | 0.0204109 |
54 | 18.2 | 18.1717 | 18.1542 | 0.0175752 | 0.0282581 |
55 | 18.21 | 18.1974 | 18.215 | -0.0176331 | 0.0126331 |
56 | 18.33 | 18.279 | 18.2729 | 0.0061169 | 0.0509664 |
57 | 18.36 | 18.3297 | 18.3196 | 0.0100752 | 0.0303414 |
58 | 18.37 | 18.3719 | 18.3604 | 0.0114641 | -0.00188079 |
59 | 18.4 | 18.3967 | 18.4 | -0.00332755 | 0.00332755 |
60 | 18.47 | 18.4204 | 18.4354 | -0.0150637 | 0.049647 |
61 | 18.49 | 18.4254 | 18.4696 | -0.0442303 | 0.064647 |
62 | 18.5 | 18.4681 | 18.4983 | -0.030272 | 0.0319387 |
63 | 18.53 | 18.5242 | 18.5221 | 0.00208912 | 0.00582755 |
64 | 18.56 | 18.5715 | 18.5508 | 0.0207002 | -0.0115336 |
65 | 18.6 | 18.6258 | 18.5833 | 0.0425058 | -0.0258391 |
66 | 18.61 | 18.6297 | 18.6121 | 0.0175752 | -0.0196586 |
67 | 18.62 | 18.6203 | 18.6379 | -0.0176331 | -0.000283565 |
68 | 18.61 | 18.6715 | 18.6654 | 0.0061169 | -0.0615336 |
69 | 18.65 | 18.7034 | 18.6933 | 0.0100752 | -0.0534086 |
70 | 18.77 | 18.7356 | 18.7242 | 0.0114641 | 0.0343692 |
71 | 18.78 | 18.7575 | 18.7608 | -0.00332755 | 0.0224942 |
72 | 18.78 | 18.7845 | 18.7996 | -0.0150637 | -0.00451968 |
73 | 18.8 | 18.7987 | 18.8429 | -0.0442303 | 0.00131366 |
74 | 18.85 | 18.8614 | 18.8917 | -0.030272 | -0.0113947 |
75 | 18.85 | 18.9454 | 18.9433 | 0.00208912 | -0.0954225 |
76 | 18.98 | 19.0128 | 18.9921 | 0.0207002 | -0.0327836 |
77 | 19.06 | 19.0808 | 19.0383 | 0.0425058 | -0.0208391 |
78 | 19.08 | 19.1042 | 19.0867 | 0.0175752 | -0.0242419 |
79 | 19.19 | NA | NA | -0.0176331 | NA |
80 | 19.21 | NA | NA | 0.0061169 | NA |
81 | 19.29 | NA | NA | 0.0100752 | NA |
82 | 19.3 | NA | NA | 0.0114641 | NA |
83 | 19.36 | NA | NA | -0.00332755 | NA |
84 | 19.36 | NA | NA | -0.0150637 | NA |