Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 9.27 | NA | NA | 0.0238333 | NA |
2 | 9.3 | NA | NA | 0.0148333 | NA |
3 | 9.35 | NA | NA | 0.021 | NA |
4 | 9.33 | NA | NA | 0.00583333 | NA |
5 | 9.37 | NA | NA | -0.0201667 | NA |
6 | 9.42 | NA | NA | -0.05225 | NA |
7 | 9.45 | 9.40708 | 9.395 | 0.0120833 | 0.0429167 |
8 | 9.38 | 9.41075 | 9.41083 | -8.33333e-05 | -0.03075 |
9 | 9.4 | 9.412 | 9.42542 | -0.0134167 | -0.012 |
10 | 9.43 | 9.42858 | 9.44083 | -0.01225 | 0.00141667 |
11 | 9.45 | 9.47892 | 9.45583 | 0.0230833 | -0.0289167 |
12 | 9.49 | 9.465 | 9.4675 | -0.0025 | 0.025 |
13 | 9.47 | 9.50133 | 9.4775 | 0.0238333 | -0.0313333 |
14 | 9.48 | 9.50692 | 9.49208 | 0.0148333 | -0.0269167 |
15 | 9.52 | 9.53142 | 9.51042 | 0.021 | -0.0114167 |
16 | 9.53 | 9.53333 | 9.5275 | 0.00583333 | -0.00333333 |
17 | 9.53 | 9.52358 | 9.54375 | -0.0201667 | 0.00641667 |
18 | 9.54 | 9.504 | 9.55625 | -0.05225 | 0.036 |
19 | 9.57 | 9.58 | 9.56792 | 0.0120833 | -0.01 |
20 | 9.61 | 9.58242 | 9.5825 | -8.33333e-05 | 0.0275833 |
21 | 9.61 | 9.58283 | 9.59625 | -0.0134167 | 0.0271667 |
22 | 9.63 | 9.59733 | 9.60958 | -0.01225 | 0.0326667 |
23 | 9.64 | 9.64767 | 9.62458 | 0.0230833 | -0.00766667 |
24 | 9.6 | 9.63792 | 9.64042 | -0.0025 | -0.0379167 |
25 | 9.64 | 9.6805 | 9.65667 | 0.0238333 | -0.0405 |
26 | 9.66 | 9.68442 | 9.66958 | 0.0148333 | -0.0244167 |
27 | 9.67 | 9.69808 | 9.67708 | 0.021 | -0.0280833 |
28 | 9.7 | 9.68542 | 9.67958 | 0.00583333 | 0.0145833 |
29 | 9.72 | 9.66525 | 9.68542 | -0.0201667 | 0.05475 |
30 | 9.73 | 9.6465 | 9.69875 | -0.05225 | 0.0835 |
31 | 9.77 | 9.72417 | 9.71208 | 0.0120833 | 0.0458333 |
32 | 9.72 | 9.72283 | 9.72292 | -8.33333e-05 | -0.00283333 |
33 | 9.68 | 9.71867 | 9.73208 | -0.0134167 | -0.0386667 |
34 | 9.62 | 9.729 | 9.74125 | -0.01225 | -0.109 |
35 | 9.79 | 9.76975 | 9.74667 | 0.0230833 | 0.02025 |
36 | 9.77 | 9.74375 | 9.74625 | -0.0025 | 0.02625 |
37 | 9.79 | 9.76925 | 9.74542 | 0.0238333 | 0.02075 |
38 | 9.77 | 9.76608 | 9.75125 | 0.0148333 | 0.00391667 |
39 | 9.78 | 9.78392 | 9.76292 | 0.021 | -0.00391667 |
40 | 9.81 | 9.78667 | 9.78083 | 0.00583333 | 0.0233333 |
41 | 9.74 | 9.77817 | 9.79833 | -0.0201667 | -0.0381667 |
42 | 9.7 | 9.75525 | 9.8075 | -0.05225 | -0.05525 |
43 | 9.78 | 9.82958 | 9.8175 | 0.0120833 | -0.0495833 |
44 | 9.85 | 9.83242 | 9.8325 | -8.33333e-05 | 0.0175833 |
45 | 9.83 | 9.83742 | 9.85083 | -0.0134167 | -0.00741667 |
46 | 9.9 | 9.85525 | 9.8675 | -0.01225 | 0.04475 |
47 | 9.93 | 9.906 | 9.88292 | 0.0230833 | 0.024 |
48 | 9.85 | 9.89958 | 9.90208 | -0.0025 | -0.0495833 |
49 | 9.95 | 9.94467 | 9.92083 | 0.0238333 | 0.00533333 |
50 | 9.97 | 9.95025 | 9.93542 | 0.0148333 | 0.01975 |
51 | 10.02 | 9.97142 | 9.95042 | 0.021 | 0.0485833 |
52 | 9.97 | 9.97125 | 9.96542 | 0.00583333 | -0.00125 |
53 | 9.95 | 9.95692 | 9.97708 | -0.0201667 | -0.00691667 |
54 | 9.95 | 9.94025 | 9.9925 | -0.05225 | 0.00975 |
55 | 9.98 | 10.0225 | 10.0104 | 0.0120833 | -0.0425 |
56 | 10 | 10.0249 | 10.025 | -8.33333e-05 | -0.0249167 |
57 | 10.04 | 10.0224 | 10.0358 | -0.0134167 | 0.0175833 |
58 | 10.05 | 10.0332 | 10.0454 | -0.01225 | 0.0168333 |
59 | 10.06 | 10.081 | 10.0579 | 0.0230833 | -0.021 |
60 | 10.09 | 10.0671 | 10.0696 | -0.0025 | 0.0229167 |
61 | 10.14 | 10.1076 | 10.0838 | 0.0238333 | 0.0324167 |
62 | 10.13 | 10.1157 | 10.1008 | 0.0148333 | 0.0143333 |
63 | 10.12 | 10.1385 | 10.1175 | 0.021 | -0.0185 |
64 | 10.1 | 10.1467 | 10.1408 | 0.00583333 | -0.0466667 |
65 | 10.12 | 10.1494 | 10.1696 | -0.0201667 | -0.0294167 |
66 | 10.06 | 10.1473 | 10.1996 | -0.05225 | -0.0873333 |
67 | 10.21 | NA | NA | 0.0120833 | NA |
68 | 10.18 | NA | NA | -8.33333e-05 | NA |
69 | 10.26 | NA | NA | -0.0134167 | NA |
70 | 10.39 | NA | NA | -0.01225 | NA |
71 | 10.41 | NA | NA | 0.0230833 | NA |
72 | 10.46 | NA | NA | -0.0025 | NA |