Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.196498523917098
beta0.0899638888814172
gamma0.583891170761644


Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13120.2110.8362668921289.36373310787225
14100.293.77374253906076.42625746093925
15143.2137.7339689612215.46603103877948
1670.969.26776507211881.63223492788116
1785.283.5638594022481.63614059775202
18133131.4712131396451.52878686035532
19136.6112.80243155107323.7975684489271
20117.9136.202701952687-18.3027019526874
21106.3127.870142486416-21.5701424864163
22122.3114.2921397379558.00786026204501
23125.5121.1508893039464.34911069605408
24148.4161.952468839141-13.5524688391415
25126.3141.820088080406-15.5200880804060
2699.6114.330930031326-14.7309300313257
27140.4158.468316777822-18.0683167778224
2880.376.1036674503364.19633254966406
2992.691.50999977838921.09000022161084
30138.5142.155019193663-3.65501919366267
31110.9130.82261788252-19.9226178825200
32119.6124.011853083112-4.41185308311196
33105115.229242095174-10.2292420951737
34109116.476607663784-7.47660766378387
35129.4116.96648270700712.4335172929932
36148.6148.0503298701250.549670129875324
37101.4128.964019288729-27.5640192887285
38134.899.622020512987235.1779794870128
39143.7152.162179437852-8.46217943785194
4081.680.02128219337261.57871780662735
4190.393.4181970405116-3.11819704051156
42141.5140.7833501772990.716649822701498
43140.7121.84997868118918.8500213188111
44140.2130.475290055279.72470994472985
45100.2121.107034884099-20.9070348840991
46125.7122.1470224539003.55297754609956
47119.6135.697013378742-16.0970133787416
48134.7156.956073049891-22.2560730498909
49109118.415772442545-9.41577244254475
50116.3121.236254667216-4.93625466721626
51146.9143.8494625411213.05053745887881
5297.479.190030718868418.2099692811316
5389.493.7095433342137-4.30954333421366
54132.1143.192577388638-11.0925773886379
55139.8129.76864771940510.031352280595
56129131.705789881828-2.70578988182803
57112.5105.6361870525396.86381294746096
58121.9123.320922692383-1.4209226923831
59121.7126.117611532921-4.41761153292131
60123.1146.348068519575-23.2480685195753


Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
61113.45964062888096.3315883874954130.587692870264
62120.273009022562102.174500466326138.371517578797
63148.220115600902128.207138399329168.233092802475
6488.782610826024470.0979528260481107.467268826001
6588.797923102709169.0910776021049108.504768603313
66134.411176744043109.622097010197159.200256477890
67132.811807301196106.660707089634158.962907512757
68126.58818135054599.6337017801938153.542660920897
69105.76753336029780.1108516189914131.424215101604
70117.28399388200288.3337441384241146.234243625581
71118.46075372722787.6312341444537149.290273310000
72129.548212502931-45.6960479819908304.792472987854