Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 92.49 | NA | NA | -0.598446 | NA |
2 | 92.46 | NA | NA | -0.395321 | NA |
3 | 92.55 | NA | NA | -0.117196 | NA |
4 | 92.24 | NA | NA | 0.262179 | NA |
5 | 92.41 | NA | NA | 0.392283 | NA |
6 | 92.83 | NA | NA | 0.339991 | NA |
7 | 92.85 | 92.8026 | 92.7325 | 0.0700955 | 0.0474045 |
8 | 93.04 | 93.1651 | 92.7854 | 0.379679 | -0.125095 |
9 | 93.04 | 93.2435 | 92.8596 | 0.38395 | -0.203533 |
10 | 92.83 | 92.9649 | 92.9787 | -0.0138628 | -0.134887 |
11 | 92.96 | 93.1478 | 93.145 | 0.00280382 | -0.187804 |
12 | 92.83 | 92.6205 | 93.3267 | -0.706155 | 0.209488 |
13 | 93.01 | 92.9182 | 93.5167 | -0.598446 | 0.0917795 |
14 | 93.21 | 93.3384 | 93.7337 | -0.395321 | -0.128429 |
15 | 93.58 | 93.8766 | 93.9937 | -0.117196 | -0.296554 |
16 | 94.07 | 94.5438 | 94.2817 | 0.262179 | -0.473845 |
17 | 94.57 | 94.9769 | 94.5846 | 0.392283 | -0.406866 |
18 | 95.03 | 95.2262 | 94.8862 | 0.339991 | -0.196241 |
19 | 95.21 | 95.2776 | 95.2075 | 0.0700955 | -0.0675955 |
20 | 95.89 | 95.9576 | 95.5779 | 0.379679 | -0.0675955 |
21 | 96.43 | 96.3489 | 95.965 | 0.38395 | 0.0810503 |
22 | 96.35 | 96.3307 | 96.3446 | -0.0138628 | 0.0192795 |
23 | 96.71 | 96.732 | 96.7292 | 0.00280382 | -0.0219705 |
24 | 96.32 | 96.4147 | 97.1208 | -0.706155 | -0.0946788 |
25 | 97.23 | 96.9066 | 97.505 | -0.598446 | 0.323446 |
26 | 97.88 | 97.5151 | 97.9104 | -0.395321 | 0.364905 |
27 | 98.2 | 98.2311 | 98.3483 | -0.117196 | -0.0311372 |
28 | 98.56 | 99.0647 | 98.8025 | 0.262179 | -0.504679 |
29 | 99.31 | 99.6685 | 99.2762 | 0.392283 | -0.358533 |
30 | 99.69 | 100.099 | 99.7588 | 0.339991 | -0.408741 |
31 | 99.77 | 100.277 | 100.207 | 0.0700955 | -0.507179 |
32 | 101.06 | 100.997 | 100.618 | 0.379679 | 0.0628212 |
33 | 101.77 | 101.427 | 101.043 | 0.38395 | 0.342717 |
34 | 101.91 | 101.496 | 101.51 | -0.0138628 | 0.413863 |
35 | 102.52 | 101.983 | 101.98 | 0.00280382 | 0.53678 |
36 | 102.09 | 101.717 | 102.423 | -0.706155 | 0.373238 |
37 | 102.22 | 102.251 | 102.85 | -0.598446 | -0.0311372 |
38 | 102.74 | 102.828 | 103.223 | -0.395321 | -0.0880122 |
39 | 103.56 | 103.396 | 103.513 | -0.117196 | 0.163863 |
40 | 104.4 | 104.014 | 103.752 | 0.262179 | 0.385738 |
41 | 104.76 | 104.351 | 103.958 | 0.392283 | 0.409384 |
42 | 104.86 | 104.48 | 104.14 | 0.339991 | 0.380009 |
43 | 104.84 | 104.397 | 104.327 | 0.0700955 | 0.442821 |
44 | 104.96 | 104.915 | 104.535 | 0.379679 | 0.0453212 |
45 | 104.83 | 105.135 | 104.751 | 0.38395 | -0.304783 |
46 | 104.58 | 104.963 | 104.977 | -0.0138628 | -0.382804 |
47 | 104.8 | 105.212 | 105.209 | 0.00280382 | -0.411554 |
48 | 104.17 | 104.743 | 105.449 | -0.706155 | -0.572595 |
49 | 104.63 | 105.099 | 105.697 | -0.598446 | -0.468637 |
50 | 105.32 | 105.553 | 105.948 | -0.395321 | -0.233012 |
51 | 106.16 | 106.081 | 106.198 | -0.117196 | 0.0792795 |
52 | 107.22 | 106.712 | 106.45 | 0.262179 | 0.508238 |
53 | 107.51 | 107.239 | 106.846 | 0.392283 | 0.271467 |
54 | 107.87 | 107.73 | 107.39 | 0.339991 | 0.140425 |
55 | 107.79 | NA | NA | 0.0700955 | NA |
56 | 108.04 | NA | NA | 0.379679 | NA |
57 | 107.74 | NA | NA | 0.38395 | NA |
58 | 107.71 | NA | NA | -0.0138628 | NA |
59 | 111.19 | NA | NA | 0.00280382 | NA |
60 | 110.82 | NA | NA | -0.706155 | NA |