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  • 标题:THRET: Threshold Regression with Endogenous Threshold Variables
  • 作者:Thanasis Stengos ; Andros Kourtellos ; Chih Ming Tan
  • 期刊名称:Economics Discussion Papers / Department of Economics, College of Management and Economics, University of Guelph
  • 出版年度:2008
  • 卷号:2008
  • 期号:01
  • 出版社:University of Guelph
  • 摘要:This paper extends the simple threshold regression framework of Hansen (2000) and Caner and Hansen (2004) to allow for endogeneity of the threshold variable. We develop a concentrated two-stage least squares (C2SLS) estimator of the threshold parameter that is based on an inverse Mills ratio bias correction. Our method also allows for the endogeneity of the slope variables. We show that our estimator is consistent and investigate its performance using a Monte Carlo simulation that indicates the applicability of the method in finite samples. We also illustrate its usefulness with an empirical example from economic growth.
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