Modified estimators in semiparametric regression models with right-censored data

DOI10.1080/00949655.2018.1439032OpenAlexW2791682276MaRDI QIDQ4960623

Ersin Yilmaz, Dursun Aydın

Publication date: 23 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2018.1439032

zbMATH Keywords

kernel smoothingsmoothing splineright-censored dataregression splinemodified estimators

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (4)

Robust restricted Liu estimator in censored semiparametric linear models ⋮ Estimation of semiparametric regression model with right-censored high-dimensional data ⋮ Robust ridge estimator in censored semiparametric linear models ⋮ Unnamed Item

Uses Software

• SemiPar
• bootstrap

Cites Work

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• Estimating regression parameters using linear rank tests for censored data
• A class of estimators of the parameters in linear regression with censored data
• Regression analysis with randomly right-censored data
• Asymptotic normality of the `synthetic data' regression estimator for censored survival data
• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• Bootstrap methods: another look at the jackknife
• Asymptotic normality of a class of adaptive statistics with applications to synthetic data methods for censored regression
• Asymptotic properties for the semiparametric regression model with randomly censored data
• The central limit theorem under random censorship
• Asymptotic properties for estimation of partial linear models with censored data
• Consistent estimation under random censorship when covariables are present
• Exact asymptotic errors of the hazard rate kernel estimator under truncated and censored data
• Nonparametric Estimation from Incomplete Observations
• Nonlinear Censored Regression Using Synthetic Data
• On nonparametric estimation of the regression function under random censorship model
• Bootstrapping the Kaplan-Meier Estimator
• Linear Models, Random Censoring and Synthetic Data
• Linear regression with censored data
• Censored Data and the Bootstrap
• Least squares regression with censored data
• Censored Regression: Local Linear Approximations and Their Applications
• Semiparametric Regression
• Estimating equations, empirical likelihood and constraints on parameters
• Modified spline regression based on randomly right-censored data: A comparative study
• On Non-Parametric Estimates of Density Functions and Regression Curves
• Censored partial regression

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