Estimated Parameters of Exponential Smoothing | |
Parameter | Value |
alpha | 1 |
beta | 0 |
gamma | 0 |
Interpolation Forecasts of Exponential Smoothing | |||
t | Observed | Fitted | Residuals |
13 | 6.2 | 5.83222509765895 | 0.367774902341054 |
14 | 6.2 | 6.19877253344505 | 0.00122746655494854 |
15 | 6.3 | 6.30285764898377 | -0.0028576489837695 |
16 | 6.4 | 6.40700240339455 | -0.00700240339454616 |
17 | 6.5 | 6.50289753406811 | -0.00289753406810789 |
18 | 6.6 | 6.58624201176324 | 0.0137579882367573 |
19 | 6.6 | 6.52989357772847 | 0.070106422271528 |
20 | 6.6 | 6.69937666821261 | -0.0993766682126065 |
21 | 6.8 | 6.81497786457103 | -0.0149778645710335 |
22 | 7 | 7.13045746695204 | -0.130457466952037 |
23 | 7.2 | 6.99734126441402 | 0.202658735585979 |
24 | 7.3 | 7.07832022877243 | 0.221679771227565 |
25 | 7.5 | 7.16835352833736 | 0.331646471662637 |
26 | 7.6 | 7.48598564819915 | 0.114014351800849 |
27 | 7.6 | 7.71249733960818 | -0.11249733960818 |
28 | 7.7 | 7.71657530472002 | -0.0165753047200248 |
29 | 7.7 | 7.81140647404256 | -0.111406474042564 |
30 | 7.7 | 7.79085739637863 | -0.0908573963786266 |
31 | 7.7 | 7.6082034368834 | 0.0917965631165982 |
32 | 7.6 | 7.80587460308918 | -0.20587460308918 |
33 | 7.7 | 7.83818804107117 | -0.138188041071166 |
34 | 7.9 | 8.06569609505028 | -0.165696095050285 |
35 | 7.9 | 7.88882199463714 | 0.0111780053628561 |
36 | 7.9 | 7.76046443057966 | 0.139535569420337 |
37 | 7.8 | 7.75257301745751 | 0.0474269825424853 |
38 | 7.6 | 7.78303482852702 | -0.183034828527020 |
39 | 7.4 | 7.71249733960818 | -0.312497339608179 |
40 | 7 | 7.51510255066995 | -0.515102550669953 |
41 | 7 | 7.10682473713324 | -0.106824737133241 |
42 | 7.2 | 7.08816508868632 | 0.111834911313681 |
43 | 7.5 | 7.11806259181298 | 0.381937408187021 |
44 | 7.8 | 7.60469316038435 | 0.195306839615652 |
45 | 7.8 | 8.0428300763712 | -0.242830076371194 |
46 | 7.7 | 8.16961149817231 | -0.469611498172314 |
47 | 7.6 | 7.69071516569867 | -0.0907151656986738 |
48 | 7.6 | 7.46811691551942 | 0.131883084480577 |
49 | 7.5 | 7.46046327289744 | 0.0395367271025613 |
50 | 7.5 | 7.48598564819915 | 0.0140143518008493 |
51 | 7.6 | 7.61180879027787 | -0.0118087902778656 |
52 | 7.6 | 7.71657530472002 | -0.116575304720025 |
53 | 7.9 | 7.71075194019837 | 0.189248059801626 |
54 | 7.6 | 7.99162662714786 | -0.391626627147859 |
55 | 7.5 | 7.51017526786932 | -0.0101752678693172 |
56 | 7.5 | 7.60469316038435 | -0.104693160384348 |
57 | 7.6 | 7.73586702342115 | -0.135867023421153 |
58 | 7.7 | 7.96178069192826 | -0.261780691928258 |
59 | 7.8 | 7.69071516569867 | 0.109284834301326 |
60 | 7.9 | 7.66301525889292 | 0.236984741107084 |
61 | 7.9 | 7.75257301745751 | 0.147426982542486 |
Extrapolation Forecasts of Exponential Smoothing | |||
t | Forecast | 95% Lower Bound | 95% Upper Bound |
62 | 7.88205122196964 | 7.50042279105029 | 8.263679652889 |
63 | 7.99649062337784 | 7.4549252686521 | 8.53805597810358 |
64 | 8.11598559395485 | 7.45020133340086 | 8.78176985450883 |
65 | 8.2301148344968 | 7.45892703749379 | 9.0013026314998 |
66 | 8.32301113408503 | 7.45990365165187 | 9.18611861651818 |
67 | 8.21892984438083 | 7.29075639925975 | 9.14710328950192 |
68 | 8.32786987686483 | 7.31922996835364 | 9.33650978537602 |
69 | 8.58295190624716 | 7.48260253487556 | 9.68330127761876 |
70 | 8.98321912780065 | 7.7777822331166 | 10.1886560224847 |
71 | 8.96178752690756 | 7.70825678877739 | 10.2153182650377 |
72 | 8.79516758062428 | 7.51538726279329 | 10.0749478984553 |
73 | 8.62419692850625 | 2.36220320794121 | 14.8861906490713 |