Heterogeneity and the Non-Parametric Analysis of Consumer Choice: Conditions for Invertibility
AbstractThis paper considers structural non-parametric random utility models for continuous choice variables with unobserved heterogeneity. We provide sufficient conditions on random preferences to yield reduced-form systems of non-parametric stochastic demand functions that allow global invertibility between demands and non-separable unobserved heterogeneity. Invertibility is essential for global identification of structural consumer demand models, for the existence of well-specified probability models of choice and for the non-parametric analysis of revealed stochastic preference. We distinguish between new classes of models in which heterogeneity is separable and non-separable in the marginal rates of substitution, respectively. Copyright 2008, Wiley-Blackwell.
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Bibliographic InfoArticle provided by Oxford University Press in its journal The Review of Economic Studies.
Volume (Year): 75 (2008)
Issue (Month): 4 ()
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Other versions of this item:
- Walter Beckert & Richard Blundell, 2005. "Heterogeneity and the nonparametric analysis of consumer choice: conditions for invertibility," CeMMAP working papers CWP09/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- D1 - Microeconomics - - Household Behavior
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Brown, Bryan W & Walker, Mary Beth, 1989. "The Random Utility Hypothesis and Inference in Demand Systems," Econometrica, Econometric Society, vol. 57(4), pages 815-29, July.
- Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
- Daniel McFadden, 2005. "Revealed stochastic preference: a synthesis," Economic Theory, Springer, vol. 26(2), pages 245-264, 08.
- Rosa L. Matzkin, 2003.
"Nonparametric Estimation of Nonadditive Random Functions,"
Econometric Society, vol. 71(5), pages 1339-1375, 09.
- Rosa L. Matzkin, 1999. "Nonparametric Estimation of Nonadditive Random Functions," Working Papers 38, Universidad de San Andres, Departamento de Economia, revised Sep 2001.
- Arthur Lewbel, 2001. "Demand Systems with and without Errors," American Economic Review, American Economic Association, vol. 91(3), pages 611-618, June.
- Steven T. Berry & Amit Gandhi & Philip Haile, 2011.
"Connected Substitutes and Invertibility of Demand,"
NBER Working Papers
17193, National Bureau of Economic Research, Inc.
- Steven Berry & Amit Gandhi & Philip Haile, 2011. "Connected Substitutes and Invertibility of Demand," Cowles Foundation Discussion Papers 1806R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2012.
- Steven Berry & Amit Gandhi & Philip Haile, 2011. "Connected Substitutes and Invertibility of Demand," Cowles Foundation Discussion Papers 1806, Cowles Foundation for Research in Economics, Yale University.
- Steven Berry & Amit Gandhi & Philip A. Haile, 2012. "Connected Substitutes and Invertibility of Demand," Levine's Working Paper Archive 786969000000000545, David K. Levine.
- Richard Blundell & Dennis Kristensen & Rosa Matzkin, 2011.
"Bounding quantile demand functions using revealed preference inequalities,"
CeMMAP working papers
CWP21/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Blundell, Richard & Kristensen, Dennis & Matzkin, Rosa, 2014. "Bounding quantile demand functions using revealed preference inequalities," Journal of Econometrics, Elsevier, vol. 179(2), pages 112-127.
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