Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 92.94 | NA | NA | -0.361972 | NA |
2 | 92.97 | NA | NA | -0.164389 | NA |
3 | 93.37 | NA | NA | 0.533694 | NA |
4 | 92.6 | NA | NA | 0.0521944 | NA |
5 | 92.84 | NA | NA | -0.0893056 | NA |
6 | 92.55 | NA | NA | -0.111972 | NA |
7 | 92.93 | 92.5956 | 92.8267 | -0.231056 | 0.334389 |
8 | 92.44 | 92.7275 | 92.7708 | -0.0433056 | -0.287528 |
9 | 93.36 | 93.2699 | 92.6463 | 0.623611 | 0.0901389 |
10 | 93.24 | 92.85 | 92.4775 | 0.372528 | 0.389972 |
11 | 92.65 | 92.4159 | 92.3079 | 0.108028 | 0.234056 |
12 | 92.06 | 91.5386 | 92.2267 | -0.688056 | 0.521389 |
13 | 92.88 | 91.8093 | 92.1712 | -0.361972 | 1.07072 |
14 | 91.69 | 91.9523 | 92.1167 | -0.164389 | -0.262278 |
15 | 91.66 | 92.6416 | 92.1079 | 0.533694 | -0.981611 |
16 | 90.26 | 92.1718 | 92.1196 | 0.0521944 | -1.91178 |
17 | 91.11 | 92.0711 | 92.1604 | -0.0893056 | -0.961111 |
18 | 92.33 | 92.0993 | 92.2112 | -0.111972 | 0.230722 |
19 | 91.82 | 91.9831 | 92.2142 | -0.231056 | -0.163111 |
20 | 92.24 | 92.1913 | 92.2346 | -0.0433056 | 0.0487222 |
21 | 93.35 | 93.0136 | 92.39 | 0.623611 | 0.336389 |
22 | 93.53 | 93.0171 | 92.6446 | 0.372528 | 0.512889 |
23 | 93.34 | 92.9864 | 92.8783 | 0.108028 | 0.353639 |
24 | 92.59 | 92.3269 | 93.015 | -0.688056 | 0.263056 |
25 | 92.42 | 92.7739 | 93.1358 | -0.361972 | -0.353861 |
26 | 92.64 | 93.1835 | 93.3479 | -0.164389 | -0.543528 |
27 | 94.44 | 94.1691 | 93.6354 | 0.533694 | 0.270889 |
28 | 93.59 | 94.0159 | 93.9637 | 0.0521944 | -0.425944 |
29 | 93.39 | 94.2253 | 94.3146 | -0.0893056 | -0.835278 |
30 | 93.33 | 94.5622 | 94.6742 | -0.111972 | -1.23219 |
31 | 93.72 | 94.8477 | 95.0788 | -0.231056 | -1.12769 |
32 | 95.43 | 95.5338 | 95.5771 | -0.0433056 | -0.103778 |
33 | 97.06 | 96.7349 | 96.1112 | 0.623611 | 0.325139 |
34 | 97.7 | 97.0004 | 96.6279 | 0.372528 | 0.699556 |
35 | 97.59 | 97.2493 | 97.1412 | 0.108028 | 0.340722 |
36 | 96.97 | 96.974 | 97.6621 | -0.688056 | -0.00402778 |
37 | 97.75 | 97.8184 | 98.1804 | -0.361972 | -0.0684444 |
38 | 99.27 | 98.466 | 98.6304 | -0.164389 | 0.803972 |
39 | 100.63 | 99.5308 | 98.9971 | 0.533694 | 1.09922 |
40 | 99.8 | 99.3418 | 99.2896 | 0.0521944 | 0.458222 |
41 | 99.5 | 99.4715 | 99.5608 | -0.0893056 | 0.0284722 |
42 | 99.72 | 99.7418 | 99.8537 | -0.111972 | -0.0217778 |
43 | 99.77 | 99.9285 | 100.16 | -0.231056 | -0.158528 |
44 | 100.18 | 100.403 | 100.446 | -0.0433056 | -0.222944 |
45 | 101.11 | 101.306 | 100.682 | 0.623611 | -0.195694 |
46 | 100.67 | 101.363 | 100.99 | 0.372528 | -0.692528 |
47 | 101.13 | 101.509 | 101.401 | 0.108028 | -0.379278 |
48 | 100.46 | 101.13 | 101.818 | -0.688056 | -0.670278 |
49 | 101.6 | 101.88 | 102.242 | -0.361972 | -0.279694 |
50 | 102.3 | 102.494 | 102.659 | -0.164389 | -0.194361 |
51 | 103.26 | 103.541 | 103.008 | 0.533694 | -0.281194 |
52 | 104.56 | 103.363 | 103.311 | 0.0521944 | 1.19697 |
53 | 104.61 | 103.519 | 103.608 | -0.0893056 | 1.09139 |
54 | 104.62 | 103.805 | 103.917 | -0.111972 | 0.814889 |
55 | 105.03 | 103.977 | 104.208 | -0.231056 | 1.05314 |
56 | 104.93 | 104.426 | 104.47 | -0.0433056 | 0.503722 |
57 | 104.73 | 105.348 | 104.724 | 0.623611 | -0.617778 |
58 | 104.33 | 105.302 | 104.929 | 0.372528 | -0.971694 |
59 | 104.6 | 105.211 | 105.103 | 0.108028 | -0.610944 |
60 | 104.41 | 104.582 | 105.27 | -0.688056 | -0.171944 |
61 | 104.63 | 105.061 | 105.422 | -0.361972 | -0.430528 |
62 | 105.55 | 105.416 | 105.58 | -0.164389 | 0.134389 |
63 | 106.12 | 106.289 | 105.755 | 0.533694 | -0.169111 |
64 | 106.62 | 105.999 | 105.947 | 0.0521944 | 0.620722 |
65 | 106.72 | 106.105 | 106.195 | -0.0893056 | 0.614722 |
66 | 106.52 | 106.373 | 106.485 | -0.111972 | 0.146556 |
67 | 106.79 | NA | NA | -0.231056 | NA |
68 | 106.95 | NA | NA | -0.0433056 | NA |
69 | 106.92 | NA | NA | 0.623611 | NA |
70 | 106.74 | NA | NA | 0.372528 | NA |
71 | 108.13 | NA | NA | 0.108028 | NA |
72 | 107.86 | NA | NA | -0.688056 | NA |