Estimated Parameters of Exponential Smoothing | |
Parameter | Value |
alpha | 1 |
beta | 0.136416350245047 |
gamma | 0.0670226125538515 |
Interpolation Forecasts of Exponential Smoothing | |||
t | Observed | Fitted | Residuals |
13 | 6.88 | 6.84344818376068 | 0.0365518162393181 |
14 | 6.88 | 6.88237699963193 | -0.00237699963193005 |
15 | 6.91 | 6.91205273801761 | -0.00205273801760697 |
16 | 6.91 | 6.9109393776559 | -0.000939377655903684 |
17 | 6.91 | 6.90997789785125 | 2.21021487512019e-05 |
18 | 6.91 | 6.90956424627905 | 0.000435753720950949 |
19 | 6.99 | 6.96587369021127 | 0.0241263097887323 |
20 | 6.99 | 7.00041491333753 | -0.0104149133375273 |
21 | 6.99 | 6.99732748220524 | -0.00732748220523671 |
22 | 7.02 | 7.00716122715965 | 0.012838772840353 |
23 | 7.02 | 7.03099597902548 | -0.010995979025485 |
24 | 7.05 | 7.04949594769946 | 0.000504052300542845 |
25 | 7.05 | 7.0562313753413 | -0.00623137534129636 |
26 | 7.05 | 7.0520479805269 | -0.00204798052689714 |
27 | 7.05 | 7.08176860249804 | -0.0317686024980439 |
28 | 7.1 | 7.04660151235954 | 0.0533984876404574 |
29 | 7.1 | 7.10305260581872 | -0.00305260581872435 |
30 | 7.1 | 7.10221951380753 | -0.00221951380753183 |
31 | 7.1 | 7.15816673583459 | -0.0581667358345914 |
32 | 7.12 | 7.10148184202637 | 0.0185181579736327 |
33 | 7.13 | 7.12234135488372 | 0.00765864511627523 |
34 | 7.18 | 7.14421945263164 | 0.0357805473683568 |
35 | 7.24 | 7.19118383764674 | 0.0488161623532637 |
36 | 7.24 | 7.27784316034794 | -0.0378431603479381 |
37 | 7.24 | 7.2493474011982 | -0.00934740119820088 |
38 | 7.27 | 7.24473892950913 | 0.025261070490866 |
39 | 7.27 | 7.30818495254878 | -0.0381849525487796 |
40 | 7.27 | 7.27214256735446 | -0.00214256735446217 |
41 | 7.27 | 7.27101695280248 | -0.00101695280247771 |
42 | 7.3 | 7.27046155714613 | 0.0295384428538732 |
43 | 7.3 | 7.36074108371217 | -0.0607410837121751 |
44 | 7.57 | 7.30370500676223 | 0.26629499323777 |
45 | 7.76 | 7.60836533116159 | 0.15163466883841 |
46 | 7.94 | 7.82988411258848 | 0.110115887411524 |
47 | 7.94 | 8.01698905338648 | -0.076989053386483 |
48 | 7.96 | 8.02648648771468 | -0.0664864877146778 |
49 | 7.96 | 8.0140833103867 | -0.0540833103866953 |
50 | 7.98 | 8.00337212924124 | -0.0233721292412401 |
51 | 7.99 | 8.05018378867269 | -0.0601837886726937 |
52 | 8 | 8.02114040254471 | -0.0211404025447131 |
53 | 8 | 8.02742317265352 | -0.0274231726535188 |
54 | 8.04 | 8.02326553686132 | 0.016734463138679 |
55 | 8.04 | 8.12179839124601 | -0.081798391246009 |
56 | 8.04 | 8.06188975325631 | -0.0218897532563123 |
57 | 8.04 | 8.05723696634265 | -0.0172369663426544 |
58 | 8.04 | 8.06571889563823 | -0.0257188956382262 |
59 | 8.07 | 8.05429375109626 | 0.0157062489037418 |
60 | 8.07 | 8.10643634024775 | -0.0364363402477466 |
61 | 8.07 | 8.07813249436153 | -0.0081324943615293 |
62 | 8.07 | 8.07368975582901 | -0.00368975582900788 |
63 | 8.11 | 8.10318641280552 | 0.00681358719448077 |
64 | 8.11 | 8.11328256416933 | -0.00328256416933215 |
65 | 8.12 | 8.11200143541257 | 0.00799856458742632 |
66 | 8.11 | 8.12267590373412 | -0.0126759037341238 |
67 | 8.13 | 8.16719670321066 | -0.0371967032106557 |
68 | 8.15 | 8.13337246471751 | 0.0166275352824883 |
69 | 8.16 | 8.15397406572765 | 0.00602593427234765 |
70 | 8.2 | 8.17562943502124 | 0.0243705649787636 |
71 | 8.2 | 8.21103731188238 | -0.011037311882383 |
72 | 8.2 | 8.22953164207887 | -0.0295316420788687 |
Extrapolation Forecasts of Exponential Smoothing | |||
t | Forecast | 95% Lower Bound | 95% Upper Bound |
73 | 8.20216970991639 | 8.10003162785707 | 8.30430779197572 |
74 | 8.20100608649946 | 8.04639446159475 | 8.35561771140416 |
75 | 8.22984246308252 | 8.02783757653668 | 8.43184734962835 |
76 | 8.22784550633224 | 7.97980494382973 | 8.47588606883476 |
77 | 8.22501521624864 | 7.93099571371212 | 8.51903471878516 |
78 | 8.22176825949836 | 7.88123296058528 | 8.56230355841145 |
79 | 8.27477130274809 | 7.88687587819375 | 8.66266672730244 |
80 | 8.27902434599782 | 7.84275441399861 | 8.71529427799704 |
81 | 8.28161072258088 | 7.79585528691735 | 8.76736615824441 |
82 | 8.29503043249728 | 7.75862405346917 | 8.83143681152539 |
83 | 8.30053347574701 | 7.71228173706332 | 8.8887852144307 |
84 | 8.32603651899674 | 7.68473196496228 | 8.96734107303119 |