Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 94.67 | NA | NA | 1.00384 | NA |
2 | 94.6 | NA | NA | 1.01407 | NA |
3 | 93.9 | NA | NA | 1.00884 | NA |
4 | 93.41 | NA | NA | 1.00888 | NA |
5 | 93.37 | NA | NA | 1.00502 | NA |
6 | 93.35 | NA | NA | 1.00297 | NA |
7 | 93.08 | 91.9494 | 93.1317 | 0.987306 | 1.0123 |
8 | 93.05 | 92.3045 | 92.9675 | 0.992868 | 1.00808 |
9 | 92.61 | 92.0733 | 92.8287 | 0.991862 | 1.00583 |
10 | 92.37 | 92.248 | 92.7346 | 0.994753 | 1.00132 |
11 | 92.24 | 92.269 | 92.6658 | 0.995717 | 0.999686 |
12 | 91.95 | 92.0325 | 92.5988 | 0.993884 | 0.999104 |
13 | 92.63 | 92.7888 | 92.4342 | 1.00384 | 0.998288 |
14 | 92.7 | 93.4708 | 92.1738 | 1.01407 | 0.991754 |
15 | 92.47 | 92.7499 | 91.9375 | 1.00884 | 0.996983 |
16 | 92.58 | 92.5585 | 91.7442 | 1.00888 | 1.00023 |
17 | 92.55 | 92.0582 | 91.5983 | 1.00502 | 1.00534 |
18 | 92.56 | 91.7435 | 91.4721 | 1.00297 | 1.0089 |
19 | 89.92 | 90.1501 | 91.3092 | 0.987306 | 0.997448 |
20 | 89.96 | 90.6075 | 91.2583 | 0.992868 | 0.992854 |
21 | 90.03 | 90.6223 | 91.3658 | 0.991862 | 0.993464 |
22 | 90.31 | 91.0062 | 91.4863 | 0.994753 | 0.992349 |
23 | 90.8 | 91.2314 | 91.6238 | 0.995717 | 0.995272 |
24 | 90.36 | 91.2075 | 91.7688 | 0.993884 | 0.990708 |
25 | 90.31 | 92.2706 | 91.9179 | 1.00384 | 0.978752 |
26 | 93.8 | 93.3757 | 92.08 | 1.01407 | 1.00454 |
27 | 93.95 | 93.1034 | 92.2879 | 1.00884 | 1.00909 |
28 | 93.99 | 93.3698 | 92.5483 | 1.00888 | 1.00664 |
29 | 94.44 | 93.2613 | 92.7954 | 1.00502 | 1.01264 |
30 | 94.15 | 93.3625 | 93.0862 | 1.00297 | 1.00844 |
31 | 91.91 | 92.3057 | 93.4925 | 0.987306 | 0.995713 |
32 | 91.86 | 93.1716 | 93.8408 | 0.992868 | 0.985923 |
33 | 93.12 | 93.2656 | 94.0308 | 0.991862 | 0.998439 |
34 | 93.47 | 93.6676 | 94.1617 | 0.994753 | 0.99789 |
35 | 93.57 | 93.8455 | 94.2492 | 0.995717 | 0.997064 |
36 | 94.57 | 93.7399 | 94.3167 | 0.993884 | 1.00886 |
37 | 95.85 | 94.8132 | 94.4508 | 1.00384 | 1.01093 |
38 | 96.62 | 96.0267 | 94.6942 | 1.01407 | 1.00618 |
39 | 95.69 | 95.7629 | 94.9242 | 1.00884 | 0.999238 |
40 | 95.39 | 95.9096 | 95.0658 | 1.00888 | 0.994582 |
41 | 95.14 | 95.6805 | 95.2025 | 1.00502 | 0.994351 |
42 | 95.07 | 95.5757 | 95.2929 | 1.00297 | 0.994709 |
43 | 94.21 | 94.1034 | 95.3133 | 0.987306 | 1.00113 |
44 | 95.4 | 94.6307 | 95.3104 | 0.992868 | 1.00813 |
45 | 95.1 | 94.5389 | 95.3146 | 0.991862 | 1.00593 |
46 | 94.89 | 94.8427 | 95.3429 | 0.994753 | 1.0005 |
47 | 95.43 | 94.9732 | 95.3817 | 0.995717 | 1.00481 |
48 | 94.88 | 94.8526 | 95.4362 | 0.993884 | 1.00029 |
49 | 96.03 | 95.8091 | 95.4429 | 1.00384 | 1.00231 |
50 | 96.37 | 96.7581 | 95.4154 | 1.01407 | 0.995989 |
51 | 96.04 | 96.2215 | 95.3788 | 1.00884 | 0.998113 |
52 | 95.72 | 96.2253 | 95.3788 | 1.00888 | 0.994748 |
53 | 95.74 | 95.8803 | 95.4012 | 1.00502 | 0.998537 |
54 | 95.78 | 95.6634 | 95.3804 | 1.00297 | 1.00122 |
55 | 93.66 | 94.1659 | 95.3767 | 0.987306 | 0.994627 |
56 | 95.29 | 94.6998 | 95.38 | 0.992868 | 1.00623 |
57 | 94.33 | 94.5617 | 95.3375 | 0.991862 | 0.99755 |
58 | 95.66 | 94.7921 | 95.2921 | 0.994753 | 1.00916 |
59 | 95.2 | 94.7844 | 95.1921 | 0.995717 | 1.00438 |
60 | 94.61 | 94.3967 | 94.9775 | 0.993884 | 1.00226 |
61 | 96.21 | 95.1692 | 94.8054 | 1.00384 | 1.01094 |
62 | 96.27 | 96.006 | 94.6738 | 1.01407 | 1.00275 |
63 | 95.12 | 95.3308 | 94.4958 | 1.00884 | 0.997789 |
64 | 95.55 | 95.0735 | 94.2371 | 1.00888 | 1.00501 |
65 | 93.51 | 94.4213 | 93.9496 | 1.00502 | 0.990349 |
66 | 92.86 | 93.9922 | 93.7142 | 1.00297 | 0.987954 |
67 | 92.45 | NA | NA | 0.987306 | NA |
68 | 93.34 | NA | NA | 0.992868 | NA |
69 | 92.01 | NA | NA | 0.991862 | NA |
70 | 91.77 | NA | NA | 0.994753 | NA |
71 | 92.19 | NA | NA | 0.995717 | NA |
72 | 91.97 | NA | NA | 0.993884 | NA |