A Monte Carlo Comparison of Various Semiparametric Type-3 Tobit Estimators
AbstractThis paper compares recently developed semiparametric estimators of Type-3 Tobit model using Monte Carlo simulations. In particular, we examine the finite sample performance of the recently proposed method by Li and Wooldridge and compare it to some alternative semiparametric estimators. Simulation results indicated that Li and Wooldridge (2002) estimator under the independence restriction compares well relative to other alternative estimators, especially when the sample size is small or the error distribution has a thick tail.
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Bibliographic InfoArticle provided by Society for AEF in its journal Annals of Economics and Finance.
Volume (Year): 4 (2003)
Issue (Month): 1 (May)
Type-3 Tobit model; Semiparametric estimation; Monte Carlo simulation;
Find related papers by JEL classification:
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
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