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Indirect Elicitation of Non-Linear Multiattribute Utility Functions. A Dual Procedure Combined with DEA

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Author Info
Francisco J. André () (Department of Economics, Universidad Pablo de Olavide)

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Abstract

In this paper, we propose an indirect method to elicit nonlinear multiattribute utility functions which is based on duality results. The idea is to obtain a utility function which is compatible with the observed behaviour of decision makers. The paper builds on a previous work by André and Riesgo (A non-interactive method to elicit non-linear multiattribute utility functions. Theory and Application to Agricultural Economics. European Journal of Operational Research. In press) but it eliminates an important shortcoming, the necessity to estimate the efficient set, by using a DEA-like approach.

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File URL: http://www.upo.es/serv/bib/wps/econ0702.pdf
File Format: application/pdf
File Function: First version, 2007
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Publisher Info
Paper provided by Universidad Pablo de Olavide, Departamento de Economía in its series Working Papers with number 07.02.

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Length: 16 pages
Date of creation: Feb 2007
Date of revision:
Handle: RePEc:pab:wpaper:07.02

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Related research
Keywords: MultiCriteria Decision Making Multi-Attribute Utility Function Duality DEA.

Find related papers by JEL classification:
C61 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Optimization Techniques; Programming Models; Dynamic Analysis
D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles

This paper has been announced in the following NEP Reports:

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  1. Johri, Pravin K., 1994. "Derivation of duality in mathematical programming and optimization theory," European Journal of Operational Research, Elsevier, vol. 73(3), pages 547-554, March. [Downloadable!] (restricted)
  2. Gomez-Limon, J. A. & Berbel, J., 2000. "Multicriteria analysis of derived water demand functions: a Spanish case study," Agricultural Systems, Elsevier, vol. 63(1), pages 49-72, January. [Downloadable!] (restricted)
  3. Sumpsi, JoseMaria & Amador, Francisco & Romero, Carlos, 1997. "On farmers' objectives: A multi-criteria approach," European Journal of Operational Research, Elsevier, vol. 96(1), pages 64-71, January. [Downloadable!] (restricted)
  4. Johri, Pravin K., 1993. "Implied constraints and a unified theory of duality in linear and nonlinear programming," European Journal of Operational Research, Elsevier, vol. 71(1), pages 61-69, November. [Downloadable!] (restricted)
  5. Brugha, Cathal M., 2004. "Phased multicriteria preference finding," European Journal of Operational Research, Elsevier, vol. 158(2), pages 308-316, October. [Downloadable!] (restricted)
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