Sequential estimation of censored quantile regression models

DOI10.1016/j.jeconom.2018.06.020zbMath1452.62276OpenAlexW2879729131MaRDI QIDQ1792478

Songnian Chen

Publication date: 12 October 2018

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

Full work available at URL: https://doi.org/10.1016/j.jeconom.2018.06.020

zbMATH Keywords

instrumental variablequantile regressioncensoring

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08) Censored data models (62N01) Estimation in survival analysis and censored data (62N02) Sequential estimation (62L12)

Related Items (7)

Two-step estimation of censored quantile regression for duration models with time-varying regressors ⋮ -Penalized Pairwise Difference Estimation for a High-Dimensional Censored Regression Model ⋮ Nonseparable sample selection models with censored selection rules ⋮ Quantile regression with censoring and sample selection ⋮ Semiparametric estimation of a censored regression model with endogeneity ⋮ Exact computation of censored least absolute deviations estimator ⋮ Moment estimation for censored quantile regression

Uses Software

• quantreg

Cites Work

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• Censored regression quantiles with endogenous regressors
• Instrumental variable quantile regression: a robust inference approach
• Instrumental quantile regression inference for structural and treatment effect models
• The law of the iterated logarithm for \(U\)-processes
• Estimation of cross sectional and panel data censored regression models with endogeneity
• Improving the computation of censored quantile regressions
• Least absolute deviations estimation for the censored regression model
• Censored regression quantiles
• Estimating the asymptotic covariance matrix for quantile regression models. A Monte Carlo study
• Weak convergence and empirical processes. With applications to statistics
• An informative subset-based estimator for censored quantile regression
• Quantile regression with censoring and endogeneity
• Inference on endogenously censored regression models using conditional moment inequalities
• Simulation and the Asymptotics of Optimization Estimators
• Survival Analysis With Quantile Regression Models
• Regression Quantiles
• Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression
• Three-Step Censored Quantile Regression and Extramarital Affairs
• Censored Regression Quantiles
• An Alternative Estimator for the Censored Quantile Regression Model
• Locally Weighted Censored Quantile Regression
• Semi-Nonparametric IV Estimation of Shape-Invariant Engel Curves
• Inference in Censored Models with Endogenous Regressors
• Estimation of Semiparametric Models when the Criterion Function Is Not Smooth
• Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure
• Two-step estimation of semiparametric censored regression models

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