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A systemic view of the ADIDA framework

Spithourakis, G.P. and Petropoulos, F. and Nikolopoulos, K. and Assimakopoulos, V. (2012) A systemic view of the ADIDA framework. IMA Journal of Management Mathematics, 25 (2). pp. 125-137. DOI: 10.1093/imaman/dps031

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Abstract

This paper is an attempt to gain mathematical insight into the aggregate�disaggregate intermittent demand approach (ADIDA) forecasting framework, by formulating it as a multi-rate signal processing system. After a brief synopsis of the framework's background, an alternative way to perceive ADIDA from a systemic viewpoint is derived by breaking down its managerial steps into fundamental and well-studied components. Mathematical properties stemming from each separate system block are thoroughly explored and their practical effects are then exemplified through simulated paradigms of common time series patterns. Subsequently, theoretical and practical evidence are combined to draw useful conclusions about the framework's performance and make suggestions on its application. Finally, guidelines for further research are proposed.

Item Type: Article
Subjects: Research Publications
Departments: College of Business, Law, Education and Social Sciences > Bangor Business School
Date Deposited: 09 Dec 2014 16:47
Last Modified: 23 Sep 2015 03:10
ISSN: 1471-678X
URI: http://e.bangor.ac.uk/id/eprint/1084
Identification Number: DOI: 10.1093/imaman/dps031
Publisher: Oxford University Press
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