| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 16.68 | NA | NA | 0.0253819 | NA |
| 2 | 16.68 | NA | NA | 0.0147569 | NA |
| 3 | 16.69 | NA | NA | 0.0159375 | NA |
| 4 | 16.61 | NA | NA | -0.00177083 | NA |
| 5 | 16.58 | NA | NA | -0.0232986 | NA |
| 6 | 16.6 | NA | NA | -0.0228125 | NA |
| 7 | 16.6 | 16.6091 | 16.63 | -0.0209375 | -0.0090625 |
| 8 | 16.62 | 16.6106 | 16.6279 | -0.0173264 | 0.00940972 |
| 9 | 16.62 | 16.6086 | 16.6188 | -0.0101042 | 0.0113542 |
| 10 | 16.6 | 16.5916 | 16.6017 | -0.0101042 | 0.0084375 |
| 11 | 16.63 | 16.6034 | 16.5825 | 0.0208681 | 0.0266319 |
| 12 | 16.66 | 16.5915 | 16.5621 | 0.0294097 | 0.0685069 |
| 13 | 16.66 | 16.5666 | 16.5412 | 0.0253819 | 0.0933681 |
| 14 | 16.65 | 16.5356 | 16.5208 | 0.0147569 | 0.11441 |
| 15 | 16.5 | 16.5159 | 16.5 | 0.0159375 | -0.0159375 |
| 16 | 16.39 | 16.4782 | 16.48 | -0.00177083 | -0.0882292 |
| 17 | 16.34 | 16.4375 | 16.4608 | -0.0232986 | -0.0975347 |
| 18 | 16.35 | 16.4176 | 16.4404 | -0.0228125 | -0.0676042 |
| 19 | 16.35 | 16.3986 | 16.4196 | -0.0209375 | -0.0486458 |
| 20 | 16.38 | 16.3818 | 16.3992 | -0.0173264 | -0.00184028 |
| 21 | 16.36 | 16.377 | 16.3871 | -0.0101042 | -0.0169792 |
| 22 | 16.38 | 16.3757 | 16.3858 | -0.0101042 | 0.00427083 |
| 23 | 16.39 | 16.4117 | 16.3908 | 0.0208681 | -0.0217014 |
| 24 | 16.41 | 16.4294 | 16.4 | 0.0294097 | -0.0194097 |
| 25 | 16.41 | 16.4354 | 16.41 | 0.0253819 | -0.0253819 |
| 26 | 16.41 | 16.4343 | 16.4196 | 0.0147569 | -0.0243403 |
| 27 | 16.45 | 16.4476 | 16.4317 | 0.0159375 | 0.00239583 |
| 28 | 16.41 | 16.4474 | 16.4492 | -0.00177083 | -0.0373958 |
| 29 | 16.44 | 16.4484 | 16.4717 | -0.0232986 | -0.00836806 |
| 30 | 16.47 | 16.4743 | 16.4971 | -0.0228125 | -0.00427083 |
| 31 | 16.47 | 16.502 | 16.5229 | -0.0209375 | -0.0319792 |
| 32 | 16.49 | 16.531 | 16.5483 | -0.0173264 | -0.0410069 |
| 33 | 16.54 | 16.5691 | 16.5792 | -0.0101042 | -0.0290625 |
| 34 | 16.62 | 16.6091 | 16.6192 | -0.0101042 | 0.0109375 |
| 35 | 16.69 | 16.6813 | 16.6604 | 0.0208681 | 0.00871528 |
| 36 | 16.72 | 16.7286 | 16.6992 | 0.0294097 | -0.00857639 |
| 37 | 16.72 | 16.7629 | 16.7375 | 0.0253819 | -0.0428819 |
| 38 | 16.71 | 16.7898 | 16.775 | 0.0147569 | -0.0797569 |
| 39 | 16.89 | 16.8264 | 16.8104 | 0.0159375 | 0.0636458 |
| 40 | 16.93 | 16.8386 | 16.8404 | -0.00177083 | 0.0913542 |
| 41 | 16.91 | 16.8409 | 16.8642 | -0.0232986 | 0.0691319 |
| 42 | 16.93 | 16.8618 | 16.8846 | -0.0228125 | 0.0682292 |
| 43 | 16.93 | 16.8828 | 16.9037 | -0.0209375 | 0.0471875 |
| 44 | 16.93 | 16.906 | 16.9233 | -0.0173264 | 0.0239931 |
| 45 | 16.95 | 16.9245 | 16.9346 | -0.0101042 | 0.0255208 |
| 46 | 16.93 | 16.9249 | 16.935 | -0.0101042 | 0.00510417 |
| 47 | 16.95 | 16.9546 | 16.9337 | 0.0208681 | -0.00461806 |
| 48 | 16.95 | 16.964 | 16.9346 | 0.0294097 | -0.0139931 |
| 49 | 16.95 | 16.9625 | 16.9371 | 0.0253819 | -0.0124653 |
| 50 | 16.95 | 16.9539 | 16.9392 | 0.0147569 | -0.00392361 |
| 51 | 16.92 | 16.9547 | 16.9388 | 0.0159375 | -0.0346875 |
| 52 | 16.91 | 16.9332 | 16.935 | -0.00177083 | -0.0232292 |
| 53 | 16.9 | 16.9059 | 16.9292 | -0.0232986 | -0.00586806 |
| 54 | 16.96 | 16.9001 | 16.9229 | -0.0228125 | 0.0598958 |
| 55 | 16.96 | 16.8961 | 16.9171 | -0.0209375 | 0.0638542 |
| 56 | 16.95 | 16.8931 | 16.9104 | -0.0173264 | 0.0569097 |
| 57 | 16.92 | 16.8949 | 16.905 | -0.0101042 | 0.0251042 |
| 58 | 16.87 | 16.892 | 16.9021 | -0.0101042 | -0.0219792 |
| 59 | 16.87 | 16.9209 | 16.9 | 0.0208681 | -0.0508681 |
| 60 | 16.88 | 16.9252 | 16.8958 | 0.0294097 | -0.0452431 |
| 61 | 16.88 | 16.9145 | 16.8892 | 0.0253819 | -0.0345486 |
| 62 | 16.86 | 16.8973 | 16.8825 | 0.0147569 | -0.0372569 |
| 63 | 16.88 | 16.8951 | 16.8792 | 0.0159375 | -0.0151042 |
| 64 | 16.88 | 16.8803 | 16.8821 | -0.00177083 | -0.0003125 |
| 65 | 16.88 | 16.8684 | 16.8917 | -0.0232986 | 0.0116319 |
| 66 | 16.88 | 16.8814 | 16.9042 | -0.0228125 | -0.00135417 |
| 67 | 16.88 | 16.8949 | 16.9158 | -0.0209375 | -0.0148958 |
| 68 | 16.87 | 16.911 | 16.9283 | -0.0173264 | -0.0410069 |
| 69 | 16.92 | 16.9295 | 16.9396 | -0.0101042 | -0.00947917 |
| 70 | 16.94 | 16.9403 | 16.9504 | -0.0101042 | -0.0003125 |
| 71 | 17.03 | 16.9817 | 16.9608 | 0.0208681 | 0.0482986 |
| 72 | 17.02 | 16.9948 | 16.9654 | 0.0294097 | 0.0251736 |
| 73 | 17.02 | 16.9916 | 16.9662 | 0.0253819 | 0.0283681 |
| 74 | 17.02 | 16.9827 | 16.9679 | 0.0147569 | 0.0373264 |
| 75 | 16.99 | 16.9839 | 16.9679 | 0.0159375 | 0.00614583 |
| 76 | 17.03 | 16.9657 | 16.9675 | -0.00177083 | 0.0642708 |
| 77 | 16.98 | 16.9425 | 16.9658 | -0.0232986 | 0.0374653 |
| 78 | 16.89 | 16.9384 | 16.9612 | -0.0228125 | -0.0484375 |
| 79 | 16.89 | NA | NA | -0.0209375 | NA |
| 80 | 16.9 | NA | NA | -0.0173264 | NA |
| 81 | 16.89 | NA | NA | -0.0101042 | NA |
| 82 | 16.96 | NA | NA | -0.0101042 | NA |
| 83 | 16.97 | NA | NA | 0.0208681 | NA |
| 84 | 16.97 | NA | NA | 0.0294097 | NA |
