Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 87 | NA | NA | -0.00555556 | NA |
2 | 93 | NA | NA | 1.39444 | NA |
3 | 89 | NA | NA | 1.38611 | NA |
4 | 88 | NA | NA | -1.21389 | NA |
5 | 90 | NA | NA | -0.0388889 | NA |
6 | 91 | NA | NA | 1.08611 | NA |
7 | 91 | 90.1028 | 89.5 | 0.602778 | 0.897222 |
8 | 90 | 89.6444 | 89.6667 | -0.0222222 | 0.355556 |
9 | 90 | 89.2861 | 89.875 | -0.588889 | 0.713889 |
10 | 90 | 89.3861 | 90.1667 | -0.780556 | 0.613889 |
11 | 88 | 89.6861 | 90.2917 | -0.605556 | -1.68611 |
12 | 85 | 89.2028 | 90.4167 | -1.21389 | -4.20278 |
13 | 91 | 90.5778 | 90.5833 | -0.00555556 | 0.422222 |
14 | 93 | 92.1444 | 90.75 | 1.39444 | 0.855556 |
15 | 94 | 92.3028 | 90.9167 | 1.38611 | 1.69722 |
16 | 90 | 89.8694 | 91.0833 | -1.21389 | 0.130556 |
17 | 91 | 91.3778 | 91.4167 | -0.0388889 | -0.377778 |
18 | 93 | 93.0861 | 92 | 1.08611 | -0.0861111 |
19 | 93 | 93.1028 | 92.5 | 0.602778 | -0.102778 |
20 | 92 | 92.8528 | 92.875 | -0.0222222 | -0.852778 |
21 | 92 | 92.6611 | 93.25 | -0.588889 | -0.661111 |
22 | 92 | 92.8444 | 93.625 | -0.780556 | -0.844444 |
23 | 94 | 93.4778 | 94.0833 | -0.605556 | 0.522222 |
24 | 93 | 93.4111 | 94.625 | -1.21389 | -0.411111 |
25 | 95 | 95.2028 | 95.2083 | -0.00555556 | -0.202778 |
26 | 98 | 97.2278 | 95.8333 | 1.39444 | 0.772222 |
27 | 98 | 97.8028 | 96.4167 | 1.38611 | 0.197222 |
28 | 95 | 95.7028 | 96.9167 | -1.21389 | -0.702778 |
29 | 97 | 97.2944 | 97.3333 | -0.0388889 | -0.294444 |
30 | 100 | 98.8361 | 97.75 | 1.08611 | 1.16389 |
31 | 100 | 98.6861 | 98.0833 | 0.602778 | 1.31389 |
32 | 100 | 98.2278 | 98.25 | -0.0222222 | 1.77222 |
33 | 98 | 97.9944 | 98.5833 | -0.588889 | 0.00555556 |
34 | 98 | 98.0944 | 98.875 | -0.780556 | -0.0944444 |
35 | 98 | 98.3944 | 99 | -0.605556 | -0.394444 |
36 | 99 | 97.9528 | 99.1667 | -1.21389 | 1.04722 |
37 | 97 | 99.2861 | 99.2917 | -0.00555556 | -2.28611 |
38 | 100 | 100.769 | 99.375 | 1.39444 | -0.769444 |
39 | 104 | 100.844 | 99.4583 | 1.38611 | 3.15556 |
40 | 96 | 98.3278 | 99.5417 | -1.21389 | -2.32778 |
41 | 99 | 99.6694 | 99.7083 | -0.0388889 | -0.669444 |
42 | 102 | 101.044 | 99.9583 | 1.08611 | 0.955556 |
43 | 101 | 100.936 | 100.333 | 0.602778 | 0.0638889 |
44 | 101 | 100.644 | 100.667 | -0.0222222 | 0.355556 |
45 | 99 | 100.161 | 100.75 | -0.588889 | -1.16111 |
46 | 99 | 100.261 | 101.042 | -0.780556 | -1.26111 |
47 | 101 | 100.894 | 101.5 | -0.605556 | 0.105556 |
48 | 102 | 100.453 | 101.667 | -1.21389 | 1.54722 |
49 | 103 | 101.661 | 101.667 | -0.00555556 | 1.33889 |
50 | 102 | 103.061 | 101.667 | 1.39444 | -1.06111 |
51 | 104 | 103.219 | 101.833 | 1.38611 | 0.780556 |
52 | 103 | 100.953 | 102.167 | -1.21389 | 2.04722 |
53 | 103 | 102.378 | 102.417 | -0.0388889 | 0.622222 |
54 | 102 | 103.628 | 102.542 | 1.08611 | -1.62778 |
55 | 101 | 103.186 | 102.583 | 0.602778 | -2.18611 |
56 | 101 | 102.644 | 102.667 | -0.0222222 | -1.64444 |
57 | 103 | 101.911 | 102.5 | -0.588889 | 1.08889 |
58 | 103 | 101.428 | 102.208 | -0.780556 | 1.57222 |
59 | 103 | 101.561 | 102.167 | -0.605556 | 1.43889 |
60 | 103 | 100.994 | 102.208 | -1.21389 | 2.00556 |
61 | 103 | 102.286 | 102.292 | -0.00555556 | 0.713889 |
62 | 104 | 103.811 | 102.417 | 1.39444 | 0.188889 |
63 | 98 | 103.844 | 102.458 | 1.38611 | -5.84444 |
64 | 102 | 101.161 | 102.375 | -1.21389 | 0.838889 |
65 | 103 | 102.294 | 102.333 | -0.0388889 | 0.705556 |
66 | 103 | 103.419 | 102.333 | 1.08611 | -0.419444 |
67 | 102 | NA | NA | 0.602778 | NA |
68 | 103 | NA | NA | -0.0222222 | NA |
69 | 102 | NA | NA | -0.588889 | NA |
70 | 102 | NA | NA | -0.780556 | NA |
71 | 103 | NA | NA | -0.605556 | NA |
72 | 103 | NA | NA | -1.21389 | NA |