A systemic view of the ADIDA framework

Spithourakis, G. P., Petropoulos, Fotios, Nikolopoulos, Konstantinos and Assimakopoulos, V. 2012. A systemic view of the ADIDA framework. IMA Journal of Management Mathematics 25 (2) , pp. 125-137. 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
Date Type:	Publication
Status:	Published
Schools:	Business (Including Economics)
Subjects:	H Social Sciences > HF Commerce H Social Sciences > HG Finance
Additional Information:	Pdf uploaded in accordance with publisher's policy at http://www.sherpa.ac.uk/romeo/issn/1471-678X/ (accessed 3.10.14).
Publisher:	Oxford University Press
ISSN:	1471-678X
Last Modified:	14 May 2023 01:41
URI:	https://orca.cardiff.ac.uk/id/eprint/62791

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