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Incorporating random constraints in discrete models of choice set generation

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Swait, Joffre
Ben-Akiva, Moshe

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Abstract

This paper proposes a behavioral interpretation of the choice set generation process that is useful for structuring and specifying discrete models that incorporate this stage of choice. The key concept is the notion of random constraints, which is operationalized in the form of probabilistic choice set formation models; we thus explicitly recognize our imperfect understanding and possible lack of data about the process. Several such models are presented and discussed with respect to their behavioral plausibility and estimability. A related paper reports on the calibration of one such specification with work mode choice data from São Paulo, Brazil.

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File URL: http://www.sciencedirect.com/science/article/B6V99-466FJYV-8T/2/7b663dd2c28fd51a483d469142c8ed04
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Article provided by Elsevier in its journal Transportation Research Part B: Methodological.

Volume (Year): 21 (1987)
Issue (Month): 2 (April)
Pages: 91-102
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Handle: RePEc:eee:transb:v:21:y:1987:i:2:p:91-102

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  1. Palma, A. de & Rouwendal, J., 1990. "Discrete choice models with availability constraints," Serie Research Memoranda 0054, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics. [Downloadable!]
  2. Jordan Louviere & Kenneth Train & Moshe Ben-Akiva & Chandra Bhat & David Brownstone & Trudy Cameron & Richard Carson & J. Deshazo & Denzil Fiebig & William Greene & David Hensher & Donald Waldman, 2005. "Recent Progress on Endogeneity in Choice Modeling," Marketing Letters, Springer, vol. 16(3), pages 255-265, December. [Downloadable!] (restricted)
  3. J. DeShazo & Trudy Cameron & Manrique Saenz, 2009. "The Effect of Consumers’ Real-World Choice Sets on Inferences from Stated Preference Surveys," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 42(3), pages 319-343, March. [Downloadable!] (restricted)
  4. J.R. DeShazo & Trudy Ann Cameron & Manrique Saenz, 2001. "Test of Choice Set Misspecification for Discrete Models of Consumer Choice," University of Oregon Economics Department Working Papers 2003-7, University of Oregon Economics Department, revised 05 Nov 2001. [Downloadable!]
  5. Roger Haefen, 2008. "Latent Consideration Sets and Continuous Demand Systems," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 41(3), pages 363-379, November. [Downloadable!] (restricted)
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