Estimated Parameters of Exponential Smoothing | |
Parameter | Value |
alpha | 1 |
beta | 0.688967277470754 |
gamma | 0.0346590184648955 |
Interpolation Forecasts of Exponential Smoothing | |||
t | Observed | Fitted | Residuals |
13 | 481.5 | 298.600961538462 | 182.899038461538 |
14 | 416.7 | 541.762414119326 | -125.062414119326 |
15 | 603 | 625.161003149614 | -22.161003149614 |
16 | 499.2 | 480.667797143604 | 18.5322028563963 |
17 | 551.4 | 538.135878491111 | 13.2641215088894 |
18 | 613.5 | 621.811924175131 | -8.31192417513137 |
19 | 776.1 | 866.797780405648 | -90.6977804056479 |
20 | 956.4 | 888.522477566928 | 67.8775224330716 |
21 | 1351.2 | 1067.9753693991 | 283.224630600899 |
22 | 1593.6 | 1554.62037205686 | 38.9796279431368 |
23 | 1488.6 | 1864.07606019767 | -375.476060197668 |
24 | 1361.7 | 1567.74784124784 | -206.047841247836 |
25 | 1774.8 | 1306.52512103459 | 468.274878965412 |
26 | 1893 | 1878.05118950333 | 14.9488104966651 |
27 | 1716.9 | 2240.91293077265 | -524.012930772648 |
28 | 1453.8 | 1388.26016849875 | 65.5398315012535 |
29 | 1869.6 | 1318.81496777406 | 550.785032225943 |
30 | 2110.8 | 2136.42533189841 | -25.6253318984063 |
31 | 2106.9 | 2548.58281674608 | -441.682816746078 |
32 | 2845.2 | 2161.99030898692 | 683.209691013082 |
33 | 3255 | 3323.38692974584 | -68.3869297458364 |
34 | 4645.8 | 3582.78307294426 | 1063.01692705574 |
35 | 4773 | 5746.16695108318 | -973.166951083183 |
36 | 6724.2 | 5270.24926627089 | 1453.95073372911 |
37 | 9043.8 | 8230.81124486484 | 812.988755135158 |
38 | 9135.3 | 10946.3338941046 | -1811.03389410465 |
39 | 11113.8 | 10024.4533026761 | 1089.34669732389 |
40 | 14501.4 | 12437.9525309531 | 2063.44746904689 |
41 | 19131.3 | 17395.7003159063 | 1735.59968409373 |
Extrapolation Forecasts of Exponential Smoothing | |||
t | Forecast | 95% Lower Bound | 95% Upper Bound |
42 | 23243.7092050354 | 21708.8362120853 | 24778.5821979856 |
43 | 27544.7309100709 | 24532.0717896471 | 30557.3900304946 |
44 | 31767.3651151063 | 27034.7806250509 | 36499.9496051616 |
45 | 35942.3868201417 | 29267.3531584463 | 42617.420481837 |
46 | 40014.1210251771 | 31194.3258685427 | 48833.9161818115 |
47 | 44126.0552302126 | 32975.6288277135 | 55276.4816327116 |
48 | 48305.351935248 | 34651.6982929517 | 61959.0055775443 |
49 | 52492.2861402834 | 36173.7062564491 | 68810.8660241177 |
50 | 56515.0203453188 | 37378.931397397 | 75651.1092932407 |
51 | 60772.1170503543 | 38673.6934296922 | 82870.5406710164 |
52 | 64713.6887553897 | 39514.8029734188 | 89912.5745373606 |
53 | 68803.7604604251 | 40372.1412492743 | 97235.3796715759 |