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Nonparametric Two-Stage Estimation of Simultaneous Equations with Limited Endogenous Regressors

  • Myoung-Jae Lee (a1)
  • DOI: http://dx.doi.org/10.1017/S0266466600006605
  • Published online: 01 February 2009
Abstract

Estimation of simultaneous equations with limited (or transformed) endogenous regressors has been difficult in the parametric literature for various reasons. In this paper, we propose a nonparametric two-stage method that is analogous to two-stage least-squares estimation. A simultaneous censored model is used to illustrate our approach, and then its generalization to other cases is developed. The technical highlight is in handling a nondifferentiable second-stage minimand with an infinite-dimensional first-stage nuisance parameter when the first-stage error is not orthogonal to the second.

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Econometric Theory
  • ISSN: 0266-4666
  • EISSN: 1469-4360
  • URL: /core/journals/econometric-theory
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