Nonparametric identification and estimation of the extended Roy model

DOI10.1016/j.jeconom.2022.10.001OpenAlexW4309630523MaRDI QIDQ6108291

Ji Hyung Lee, Byoung G. Park

Publication date: 29 June 2023

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jeconom.2022.10.001

zbMATH Keywords

nonparametric identificationtreatment effectnonseparable modelself-selectionRoy model

Mathematics Subject Classification ID

Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Related Items (1)

Role models and revealed gender-specific costs of STEM in an extended Roy model of major choice

Cites Work

• Unnamed Item
• A simple nonparametric estimator of a strictly monotone regression function
• Two-step series estimation of sample selection models
• Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs
• Multivariate locally weighted polynomial fitting and partial derivative estimation
• Local polynomial regression: Optimal kernels and asymptotic minimax efficiency
• Multivariate locally weighted least squares regression
• Inference on an extended Roy model, with an application to schooling decisions in France
• Improving point and interval estimators of monotone functions by rearrangement
• Quantile and Probability Curves Without Crossing
• Non-Crossing Non-Parametric Estimates of Quantile Curves
• Local Linear Quantile Regression
• Sample Selection Bias as a Specification Error
• Semiparametric Estimation of the Intercept of a Sample Selection Model
• Identification and Estimation of Local Average Treatment Effects
• Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts
• Monotone Treatment Response
• Semiparametric Latent Variable Model Estimation with Endogenous or Mismeasured Regressors
• Methods for Estimating a Conditional Distribution Function
• Strictly monotone and smooth nonparametric regression for two or more variables
• Nonparametric Identification and Estimation in a Roy Model With Common Nonpecuniary Returns
• Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
• Independence, Monotonicity, and Latent Index Models: An Equivalence Result

This page was built for publication: Nonparametric identification and estimation of the extended Roy model