Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 90.18 | NA | NA | 0.0862083 | NA |
2 | 90.5 | NA | NA | 0.113958 | NA |
3 | 90.63 | NA | NA | 0.230792 | NA |
4 | 90.75 | NA | NA | 0.215292 | NA |
5 | 90.76 | NA | NA | 0.0730417 | NA |
6 | 90.67 | NA | NA | -0.0149583 | NA |
7 | 90.5 | 91.0226 | 91.2637 | -0.241125 | -0.522625 |
8 | 90.8 | 91.2958 | 91.5625 | -0.266708 | -0.495792 |
9 | 91.22 | 91.6511 | 91.8929 | -0.241792 | -0.431125 |
10 | 92.19 | 92.2809 | 92.2592 | 0.0217083 | -0.090875 |
11 | 92.51 | 92.6876 | 92.6354 | 0.0522083 | -0.177625 |
12 | 92.67 | 92.9955 | 93.0242 | -0.028625 | -0.325542 |
13 | 93.75 | 93.5145 | 93.4283 | 0.0862083 | 0.235458 |
14 | 94.1 | 93.9498 | 93.8358 | 0.113958 | 0.150208 |
15 | 94.96 | 94.4591 | 94.2283 | 0.230792 | 0.500875 |
16 | 95.21 | 94.7878 | 94.5725 | 0.215292 | 0.422208 |
17 | 95.33 | 94.9435 | 94.8704 | 0.0730417 | 0.386542 |
18 | 95.43 | 95.1417 | 95.1567 | -0.0149583 | 0.288292 |
19 | 95.44 | 95.1605 | 95.4017 | -0.241125 | 0.279458 |
20 | 95.64 | 95.3308 | 95.5975 | -0.266708 | 0.309208 |
21 | 95.8 | 95.5145 | 95.7562 | -0.241792 | 0.285542 |
22 | 95.87 | 95.9075 | 95.8858 | 0.0217083 | -0.0375417 |
23 | 95.98 | 96.0547 | 96.0025 | 0.0522083 | -0.0747083 |
24 | 96.07 | 96.0776 | 96.1062 | -0.028625 | -0.007625 |
25 | 96.23 | 96.302 | 96.2158 | 0.0862083 | -0.0720417 |
26 | 96.32 | 96.4465 | 96.3325 | 0.113958 | -0.126458 |
27 | 96.55 | 96.68 | 96.4492 | 0.230792 | -0.129958 |
28 | 96.73 | 96.8165 | 96.6013 | 0.215292 | -0.0865417 |
29 | 96.61 | 96.8705 | 96.7975 | 0.0730417 | -0.260542 |
30 | 96.64 | 96.9913 | 97.0062 | -0.0149583 | -0.351292 |
31 | 96.86 | 96.9768 | 97.2179 | -0.241125 | -0.116792 |
32 | 97.02 | 97.1745 | 97.4412 | -0.266708 | -0.154542 |
33 | 97.22 | 97.4386 | 97.6804 | -0.241792 | -0.218625 |
34 | 98.1 | 97.9446 | 97.9229 | 0.0217083 | 0.155375 |
35 | 98.46 | 98.2235 | 98.1712 | 0.0522083 | 0.236542 |
36 | 98.6 | 98.4085 | 98.4371 | -0.028625 | 0.191542 |
37 | 98.78 | 98.797 | 98.7108 | 0.0862083 | -0.0170417 |
38 | 99.13 | 99.0952 | 98.9812 | 0.113958 | 0.0347917 |
39 | 99.48 | 99.482 | 99.2512 | 0.230792 | -0.00204167 |
40 | 99.62 | 99.7103 | 99.495 | 0.215292 | -0.0902917 |
41 | 99.68 | 99.7772 | 99.7042 | 0.0730417 | -0.0972083 |
42 | 99.95 | 99.888 | 99.9029 | -0.0149583 | 0.0620417 |
43 | 100.12 | 99.8489 | 100.09 | -0.241125 | 0.271125 |
44 | 100.25 | 99.9954 | 100.262 | -0.266708 | 0.254625 |
45 | 100.47 | 100.174 | 100.416 | -0.241792 | 0.295542 |
46 | 100.7 | 100.578 | 100.557 | 0.0217083 | 0.121625 |
47 | 100.88 | 100.745 | 100.693 | 0.0522083 | 0.135292 |
48 | 100.95 | 100.787 | 100.815 | -0.028625 | 0.163208 |
49 | 100.92 | 101.007 | 100.921 | 0.0862083 | -0.0870417 |
50 | 101.12 | 101.13 | 101.016 | 0.113958 | -0.0102083 |
51 | 101.19 | 101.334 | 101.103 | 0.230792 | -0.144125 |
52 | 101.28 | 101.396 | 101.181 | 0.215292 | -0.116125 |
53 | 101.28 | 101.326 | 101.253 | 0.0730417 | -0.0459583 |
54 | 101.3 | 101.31 | 101.325 | -0.0149583 | -0.0104583 |
55 | 101.3 | 101.167 | 101.408 | -0.241125 | 0.133208 |
56 | 101.36 | 101.229 | 101.496 | -0.266708 | 0.130875 |
57 | 101.45 | 101.337 | 101.579 | -0.241792 | 0.113042 |
58 | 101.58 | 101.684 | 101.662 | 0.0217083 | -0.104208 |
59 | 101.73 | 101.805 | 101.753 | 0.0522083 | -0.075125 |
60 | 101.84 | 101.817 | 101.846 | -0.028625 | 0.0227917 |
61 | 102.01 | 102.025 | 101.939 | 0.0862083 | -0.0149583 |
62 | 102.14 | 102.144 | 102.03 | 0.113958 | -0.00395833 |
63 | 102.16 | 102.34 | 102.11 | 0.230792 | -0.180375 |
64 | 102.32 | 102.405 | 102.19 | 0.215292 | -0.084875 |
65 | 102.41 | 102.348 | 102.275 | 0.0730417 | 0.0615417 |
66 | 102.4 | 102.344 | 102.359 | -0.0149583 | 0.0557917 |
67 | 102.43 | NA | NA | -0.241125 | NA |
68 | 102.42 | NA | NA | -0.266708 | NA |
69 | 102.3 | NA | NA | -0.241792 | NA |
70 | 102.65 | NA | NA | 0.0217083 | NA |
71 | 102.72 | NA | NA | 0.0522083 | NA |
72 | 102.86 | NA | NA | -0.028625 | NA |