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Using imprecise estimates for weights.

Jessop, A. (2011) 'Using imprecise estimates for weights.', Journal of the Operational Research Society., 62 (6). pp. 1048-1055.

Abstract

In multi-attribute decision problems the decision to differentiate between alternatives will be affected by the precision with which weights are specified. Specifications are imprecise because of the uncertainty characteristic of the judgements on which weights are based. Uncertainties are from two sources, the accuracy with which judgements are articulated and the inconsistency when multiple judgements are made and must be reconciled. These uncertainties are modelled using probabilistic weight estimates integrated by the Dirichlet distribution. This ensures the consistency of the estimates and leads to the calculation of significance of the differences between alternatives. A simple plot of these significant differences helps in the final decision whether this is selection or ranking. The method is used to find weight estimates in the presence of both types of uncertainty acting separately and together.

Item Type:Article
Keywords:Multi-criteria, Weights, Probability, Dirichlet.
Full text:PDF - Accepted Version (383Kb)
Status:Peer-reviewed
Publisher Web site:http://dx.doi.org/10.1057/jors.2010.46
Publisher statement:This is a post-peer-review pre-copyedit version of an article published in Journal of the Operational Research Society. The definitive publisher-authenticated version Jessop, A. (2011) 'Using imprecise estimates for weights.', Journal of the Operational Research Society., 62 (6). pp. 1048-1055 is available online at: http://dx.doi.org/10.1057/jors.2010.46
Record Created:29 Mar 2011 13:20
Last Modified:17 Jan 2012 16:21

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