Estimated Parameters of Exponential Smoothing | |
Parameter | Value |
alpha | 0.937912320689768 |
beta | FALSE |
gamma | FALSE |
Interpolation Forecasts of Exponential Smoothing | |||
t | Observed | Fitted | Residuals |
2 | 48.29 | 43.28 | 5.01 |
3 | 60.7 | 47.9789407266557 | 12.7210592733443 |
4 | 65.51 | 59.9101789513501 | 5.59982104864986 |
5 | 63.6 | 65.1623201065367 | -1.56232010653674 |
6 | 61.2 | 63.6970008297546 | -2.49700082975458 |
7 | 63.72 | 61.3550329867552 | 2.36496701324481 |
8 | 67.15 | 63.5731646865024 | 3.57683531349763 |
9 | 62.9 | 66.9279225961101 | -4.02792259611005 |
10 | 77.65 | 63.1500843664337 | 14.4999156335663 |
11 | 75.61 | 76.7497338881177 | -1.13973388811772 |
12 | 82.91 | 75.6807634321445 | 7.22923656785554 |
13 | 76.78 | 82.4611534783172 | -5.68115347831719 |
14 | 74.4 | 77.132729635274 | -2.73272963527396 |
15 | 88.16 | 74.5696688412365 | 13.5903311587635 |
16 | 91.82 | 87.3162078772948 | 4.50379212270515 |
17 | 100.72 | 91.5403699990055 | 9.17963000099448 |
18 | 109.91 | 100.150058076312 | 9.75994192368832 |
19 | 105.02 | 109.304027855756 | -4.28402785575555 |
20 | 111.31 | 105.285985347664 | 6.02401465233577 |
21 | 108.23 | 110.935982910106 | -2.70598291010565 |
22 | 109.33 | 108.398008199142 | 0.931991800858384 |
23 | 113.54 | 109.272134791949 | 4.26786520805146 |
24 | 130.13 | 113.275018153623 | 16.8549818463768 |
25 | 129.77 | 129.083513292342 | 0.68648670765765 |
26 | 149.64 | 129.727377633444 | 19.9126223665558 |
27 | 146.96 | 148.40367148828 | -1.44367148827951 |
28 | 145.54 | 147.049634212394 | -1.50963421239365 |
29 | 158.9 | 145.633729684855 | 13.2662703151452 |
30 | 172.74 | 158.07632806303 | 14.6636719369696 |
31 | 186.23 | 171.829566639267 | 14.400433360733 |
32 | 177.4 | 185.33591051157 | -7.93591051157043 |
33 | 196.72 | 177.892722266877 | 18.8272777331229 |
34 | 207.36 | 195.551058017821 | 11.8089419821788 |
35 | 216.17 | 206.626810197217 | 9.54318980278262 |
36 | 241.35 | 215.577485491928 | 25.7725145080719 |
37 | 247.08 | 239.749844384205 | 7.33015561579549 |
38 | 265.11 | 246.624887648832 | 18.4851123511676 |
39 | 247.16 | 263.962302272327 | -16.8023022723271 |
40 | 299.56 | 248.203215955158 | 51.3567840448422 |
41 | 292.99 | 296.371376461819 | -3.381376461819 |
42 | 308.52 | 293.199941817389 | 15.3200581826114 |
Extrapolation Forecasts of Exponential Smoothing | |||
t | Forecast | 95% Lower Bound | 95% Upper Bound |
43 | 307.568813140544 | 285.111494727704 | 330.026131553383 |
44 | 307.568813140544 | 276.779514103942 | 338.358112177145 |
45 | 307.568813140544 | 270.264246127444 | 344.873380153644 |