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Discrete choice models with capacity constraints: an empirical analysis of the housing market of the greater Paris region

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Author Info
André de Palma () (University of Cergy-Pontoise, THEMA, France and Ecole Nationale des Ponts et Chaussées, France. Member of the Institut universitaire de France)
Nathalie Picard () (University of Cergy-Pontoise, THEMA, France and INED)
Paul Waddell () (University of Washington at Seattle, Department of Urban Design and Planning)

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Abstract

Discrete choice models are based on the idea that each user can choose both freely and independently from other users in a given set of alternatives. But this is not the case in several situations. In particular, limitations and interactions can occur when the number of available products of one type is smaller than the total demand for this type. As a consequence, some individuals can be denied their preferred choice. We develop a methodology to address those constraints and we apply it to residential location choice, where our empirical data suggest that availability constraints may bias actual choices. The analysis provides some theoretical developments and elaborates an iterative procedure for estimating demand in the presence of capacity constraints. The empirical application relies on the location choice model developed and estimated in [6] for Ile de France (Paris region) and generalizes it to integrate capacity constraints.

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Paper provided by THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise in its series THEMA Working Papers with number 2007-04.

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Date of creation: 2007
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Handle: RePEc:ema:worpap:2007-04

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Related research
Keywords: Residential location constrained Logit capacity constraints sampling Ilede- France

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Find related papers by JEL classification:
C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models
R21 - Urban, Rural, and Regional Economics - - Household Analysis - - - Housing Demand
R31 - Urban, Rural, and Regional Economics - - Production Analysis and Firm Location - - - Housing Supply and Markets

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  1. 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)
  2. de Palma, Andre & Rouwendal, Jan, 1996. "Availability Constraints in the Housing Market," Journal of Housing Economics, Elsevier, vol. 5(2), pages 105-132, June. [Downloadable!] (restricted)
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  3. Daniel McFadden, 1977. "Modelling the Choice of Residential Location," Cowles Foundation Discussion Papers 477, Cowles Foundation, Yale University. [Downloadable!]
  4. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July. [Downloadable!] (restricted)
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