Forecasting lumpy demand created by order batching : a comparative study.

This study is concerned with a common forecasting problem faced by organisations - lumpy demand, an infrequent and irregular demand pattern. The study attempts to carry out a comparative study between three forecasting methods, namely EWMA, Croston's Method and the research's proposed meth...

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Bibliographic Details
Main Authors: Ong, Kok Guan., Teng, Poi Leng., Yong, Lee San.
Other Authors: Viswanathan, S.
Format: Final Year Project
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/11551
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Institution: Nanyang Technological University
Description
Summary:This study is concerned with a common forecasting problem faced by organisations - lumpy demand, an infrequent and irregular demand pattern. The study attempts to carry out a comparative study between three forecasting methods, namely EWMA, Croston's Method and the research's proposed method, to determine which method produces optimum results based on forecast variation under different patterns of demand lumpiness.