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An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling

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  • Imbens, G.W.

    (Tilburg University, Center For Economic Research)

Abstract

In this paper, a new estimator is proposed for discrete choice models with choice-based sampling. The estimator is efficient and can incorporate information on the marginal choice probabilities in a straightforward manner and for that case leads to a procedure that is computationally and intuitively more appealing than the estimators that have been proposed before. The idea is to start with a flexible parametrization of the distribution of the explanatory variables and then rewrite the estimator to remove dependence on these parametric assumptions. Copyright 1992 by The Econometric Society.
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Suggested Citation

  • Imbens, G.W., 1990. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Discussion Paper 1990-9, Tilburg University, Center for Economic Research.
    • Handle: RePEc:tiu:tiucen:67d429fa-530b-450d-ad86-520d14363f60
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