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by PS Kalekar - Cited by 4

http://www.it.iitb.ac.in/~praj/acads/seminar/04329008_ExponentialSmoothing.pdf

Double exponential smoothing and some modifications of Holt's method for this type of data are suggested. A real data example compares double exponen- ...

http://www.springerlink.com/index/WT82860166HP127H.pdf

hold out sample to allow all the forecasting techniques .... Double Exponential Smoothing. = Holt's Two-Parameter Smoothing. = Adaptive Smoothing ...

http://www.springerlink.com/index/QK81H200P2K12M28.pdf

near-term outlook using Holt-Winter's exponential smoothing. .... Figure 1 shows an example of the high intensive traffic cell, ...

http://ieeexplore.ieee.org/iel5/4446051/4446052/04446113.pdf?arnumber=4446113

We analyze the efficiency of the GA method proposed on four examples (the first is a ... I1 The Holt-Winters seasonal model. The exponential smoothing ...

http://ieeexplore.ieee.org/iel3/4886/13472/00618920.pdf?arnumber=618920

Table 2: Double Exponential Smoothing (Holt's Linear Model) Algorithm. ... is the beer production example, fitted by exponential smoothing with α = 0.05, ...

https://www.cs.tcd.ie/Rozenn.Dahyot/ST3007/06ExponentialSmoothing.pdf

(c) Apply three exponential smoothing methods (simple, Holt and ... (d) Obtain the out-of-sample forecasts for each of the three models on the ...

http://www.cba.ua.edu/assets/docs/jlee/forecasting/Lecture_2.pdf

by S Gelper - 2008 - Cited by 4

http://www.econ.kuleuven.be/public/ndbaf40/RobustHoltWinters.pdf

Double (Brown) or Holt Exponential. Smoothing. Smooth the smoothed data with a ... Exponential Smoothing Example ... Econometric Models Example ...

http://www.econ.ilstu.edu/dloomis/439web/notes/forecasting6.pdf

by JW Taylor - 2004 - Cited by 12

http://users.ox.ac.uk/~mast0315/STES.pdf

of exponential smoothing, known as single, double (Holt- .... course many other examples of seasonal variations exist.) Note that the seasonal change can be ...

http://www.toyproblems.org/probs/p02/printable.pdf

by B Billah - 2006 - Cited by 19

/interstitial?url=http://guillaume.chevillon.free.fr/ESA/smoothing_IJF06.pdf

by JW Taylor - 2003 - Cited by 34

/interstitial?url=http://guillaume.chevillon.free.fr/ESA/Damped.pdf

3.2 Exponential Smoothing and Prediction of Time Series . . . . . . . 14 .... function and available options, references and examples of usage. ..... to the “Holt–Winters”–procedure in order to deal with time series containg trend ...

http://www.statoek.wiso.uni-goettingen.de/veranstaltungen/zeitreihen/sommer03/ts_r_intro.pdf

Double (Holt's) Exponential Smoothing. – Similar to double MA. – Estimates trend ... Exponential Smoothing Example. ● Suppose we use weight α = 0.2 ...

http://www.statoek.wiso.uni-goettingen.de/veranstaltungen/graduateseminar/SmoothingMethods_Narodzonek-Karpowska.pdf

by RD Snyder - Related articles

http://www.buseco.monash.edu.au/ebs/pubs/wpapers/2009/wp4-09.pdf

by P Ouwehand - Cited by 1

http://www.buseco.monash.edu.au/ebs/pubs/wpapers/2007/wp7-07.pdf

by J Forecast - 2009 - Related articles

http://alumnus.caltech.edu/~amir/xma4-J-For.pdf

by JT Mentter - 1988 - Cited by 7

http://bus.utk.edu/forecasting/articles/Forecasting_with_Adaptive_EE_Smoothing.pdf

by N Trend - Related articles

http://www.diku.dk/hjemmesider/ansatte/pisinger/production/ForecastingBasedOnStateSpaceModelsForExponentialSmoothing.pdf

by RC Souza - Related articles

http://www.ecomod.org/files/papers/294.pdf

For example, simple exponential smoothing produces optimal forecasts for ... Linear (Holt) Exponential Smoothing. That will be the model you fit to this ...

http://www.stat.ucla.edu/~jsanchez/teaching/course170/lectures-labs/labtwo.pdf

Annex B: The Holt-Winters Forecasting Method. Single Exponential Smoothing. This is the simplest form of exponential smoothing and can be used only for data ...

http://www.ons.gov.uk/about-statistics/user-guidance/ios-methodology/annex-b--the-holt-winters-forecasting-method.pdf

contamination of the SO and SA type3 (For example, λ1 decreases from an .... In this paper a robust version of exponential and Holt-Winters smoothing ...

http://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID1089403_code444941.pdf?abstractid=1089403

Fig (i) Forecasting using Holt's exponential smoothing model in SPSS ... Thus, if we consider different subsets of a realization (time series 'sample') the ...

http://www.iasri.res.in/ebook/EBADAT/5-Modeling and Forecasting Techniques in Agriculture/2-time_series_analysis_22-02-07_revised.pdf

by E Miller - Related articles

http://www.evanmiller.org/poisson.pdf

Generalized exponential smoothing with Holt-Winters forecasts. • Control charts for H-W residuals with ad hoc adaptations for biosurveillance. • Sample ...

http://www.galaxy.gmu.edu/QMDNS2007/WebPages/PRES/CS4-2-Burkom.pdf

by ES Gardner Jr - Cited by 6

http://www.bauer.uh.edu/gardner/EStelecomm.pdf

by ES Gardner Jr - Cited by 55

http://www.bauer.uh.edu/gardner/Exponential-Smoothing.pdf

Exponential Smoothing. – single exponential smoothing uses the parameter alpha (α) where alpha is chosen to ... default is the current workfile sample. EViews .... Holt-Winters Comparison. It is worth noting that Holt-Winters-No ...

http://economics.illinoisstate.edu/dloomis/439web/notes/forecasting7.pdf

For example Simple Exponential Smoothing ... rather than just the one in usual form of Holt-. Winters method ... The stability of exponential smoothing ...

http://forecasters.org/submissions09/LawtonRichardISF2009.pdf

(ISSM) for the standard multiplicative seasonal Holt-Winters exponential smoothing (HWES) method ... Unfortunately, the above exponential smoothing forms for the ... electricity load in South Korea. • Descriptions of sample: ...

http://forecasters.org/submissions09/BAEKMoonyoungISF2009.pdf

by RJ Hyndman - Cited by 6

http://robjhyndman.com/papers/invert10.pdf

by AM De Livera - 2009Further examples where multiple seasonal patterns can occur include daily ... time series, we show that these trigonometric exponential smoothing models .... The double seasonal Holt-Winters' additive seasonal model described by Taylor ...

http://robjhyndman.com/papers/ComplexSeasonality.pdf

For example, cell N,N describes the simple exponential smoothing (or SES) method, cell A,N describes Holt's linear method, ...

http://www.r-project.org/user-2006/Abstracts/Hyndman.pdf

by KK Lai - Cited by 9

http://madis1.iss.ac.cn/madis.files/pub-papers/2006/aa/7.pdf

by J Ledolter - Cited by 8

http://www.iiasa.ac.at/Admin/PUB/Documents/PP-76-004.pdf

that these observations have been made at uniform intervals; for example, .... Forecasting Data with a Trend: Double-Exponential Smoothing (Holt's Method) ...

http://www2.isye.gatech.edu/~anton/ISyE3103/spring2006/forecasting.pdf

Winters' Method Forecasting Example ... candidate for utilizing Winters' Method (aka Triple Exponential Smoothing). ... we used to obtain the initial trend estimates in the Holt ... ISyE 3103 · Spring 2006 · Winters' Method Example ...

http://www2.isye.gatech.edu/~anton/ISyE3103/spring2006/wintersexample.pdf

Split your data into within-sample and post-sample parts using the same time periods as ... Choose an appropriate exponential smoothing model. This will most likely be either Holt's or Winters' multiplicative depending on your data ...

http://people.umass.edu/rese797a/documents/797Assignment5.pdf

Overview of multi-parameter exponential smoothing methods ... developed by Holt and by Winters. This approach is described in Newbold and Bos, Sections 6.3 and 6.4 of their text. ... As an example, if a data series is known to be ...

http://people.umass.edu/rese797a/documents/797Lecture8.pdf

by J Andersson - 2006 - Related articles

http://www.accessecon.com/pubs/EB/2006/Volume3/EB-06C20070A.pdf

by M Adyaa - 2000 - Cited by 19

http://www.forecastingprinciples.com/paperpdf/An Application of Rule Based Forecasting.pdf

by C Lim - Related articles

http://www.mssanz.org.au/MODSIM99/Vol 2/Lim4.pdf

adequacy over the Holt exponential smoothing model which revealed that in the years 2019 and .... example the adoption behaviour of Shrimp farming tech- ...

http://www.seea.org.in/vol8-2-2008/10.pdf

there exist other exponential smoothing methods which use two smoothing parameters (more adaptive such as holt- winters method), may take into account the ...

http://www.hec.unige.ch/scaillet/cours_stats/Expsmoo.pdf

The appendix has documented examples of the code which produced the exponential smoothing forecasts. (SES, Holt's, & Winters') shown. The options are a bit ...

http://analytics.ncsu.edu/sesug/2002/ST15.pdf

with any seasonality (example additive instead of multiplicative) .... Holt's 2 parameter model. Again using the exponential smoothing menu and selecting ...

http://pluto.ecom.unimelb.edu.au/T_drive/316-ALL/316-301/316-211/tute_answers/Solutions Tut 6.pdf

The following figure shows the in-sample forecasts of electricity consumption made by OLS, Holt-. Winters- Multiplicative exponential smoothing method and ...

http://www.cluteinstitute-onlinejournals.com/PDFs/1292.pdf

by R Rasmussen - 2004 - Cited by 3

http://kursinfo.himolde.no/lo-kurs/LOG350/On time series data.pdf