Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects
AbstractWhen market structure is complete, factor demands by households will be independent of their characteristics, and households will take their production decisions as if they were profit-maximizing firms. This observation constitutes the basis for one of the most popular empirical tests for complete markets, commonly known as the “separation” hypothesis. In this article, we show that most existing tests for separation using panel data are potentially biased towards rejecting the null-hypothesis of complete markets, because of the failure to adequately control for unobservable household-specific effects. Since the variables on which the test for separation is based cannot be identifed in most panel datasets following the usual covariance transformations, and are likely to be correlated with the household-specific effect, neither the within nor the variance-components procedures are able to solve the problem. We show that the Hausman-Taylor 1981 estimator, in which the impact of covariates that are invariant along one dimension of a panel can be identifed through the use of covariance transformations of other included variables that are orthogonal to the household-specific effects as instruments, provides a simple solution. Our approach is applied to a rich Tunisian dataset in which separation –and thus the null of complete markets– is strongly rejected using the standard approach, but is not rejected once correlated unobservable household-specific effects are controlled for using the Hausman-Taylor instrument set.
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Date of creation: 18 Jan 2011
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panel data; household-specific effects; Household models; testingfor incomplete markets; development microeconomics; Tunisia;
Other versions of this item:
- Béatrice D'HOMBRES & Jean-Louis ARCAND, 2006. "Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects," Working Papers 200632, CERDI.
- Arcand, Jean-Louis & d'Hombres, Beatrice, 2006. "Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects," MPRA Paper 1863, University Library of Munich, Germany.
- D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
- O12 - Economic Development, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
- D52 - Microeconomics - - General Equilibrium and Disequilibrium - - - Incomplete Markets
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
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