Estimation of an endogenous switching regression model with discrete dependent variables: Monte-Carlo analysis and empirical application of three estimators
AbstractThe performances of alternative two-stage estimators for the endogenous switching regression model with discrete dependent variables are compared, with regard to their usefulness as starting values for maximum likelihood estimation. This is especially important in the presence of large correlation coefficients, in which case maximum likelihood procedures have difficulties to converge. Monte-Carlo simulations indicate that an estimator that corrects for conditional heteroskedasticity of the residuals is superior in almost all instances, and especially when maximum likelihood is problematic. This result is also obtained in an empirical example in which off-farm work participation equations of farm women are conditional on farm work participation status.
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Bibliographic InfoArticle provided by Springer in its journal Empirical Economics.
Volume (Year): 24 (1999)
Issue (Month): 2 ()
Note: received: July 1995/final version received: March 1998
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- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
- J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
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- Catherine Benjamin & Ayal Kimhi, 2006.
"Farm work, off-farm work, and hired farm labour: estimating a discrete-choice model of French farm couples' labour decisions,"
European Review of Agricultural Economics,
Foundation for the European Review of Agricultural Economics, vol. 33(2), pages 149-171, June.
- Benjamin, Catherine & Kimhi, Ayal, 2003. "Farm Work, Off-Farm Work, And Hired Farm Labor: Estimating A Discrete-Choice Model Of French Farm Couples' Labor Decisions," 2003 Annual meeting, July 27-30, Montreal, Canada 22150, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Benjamin, Catherine & Kimhi, Ayal, 2003. "Farm Work, Off-Farm Work, And Hired Farm Labor: Estimating A Discrete-Choice Model Of French Farm Couples' Labor Decisions," Discussion Papers 14990, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
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