Statistical inference for nonparametric censored regression

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Censored data models (62N01)

Cites Work

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Nonparametric ridge estimation
Gaussian approximation of suprema of empirical processes
Estimation in a linear regression model with censored data
Consistency results for linear regression with censored data
A class of estimators of the parameters in linear regression with censored data
Regression analysis with randomly right-censored data
Large sample theory of a modified Buckley-James estimator for regression analysis with censored data
Prediction from randomly right censored data
A Dvoretzky-Kiefer-Wolfowitz type inequality for the Kaplan-Meier estimator.
Rates of strong uniform consistency for multivariate kernel density estimators. (Vitesse de convergence uniforme presque sûre pour des estimateurs à noyaux de densités multivariées)
Kernel regression uniform rate estimation for censored data under \(\alpha\)-mixing condition
Nonparametric inference via bootstrapping the debiased estimator
Nonparametric relative regression under random censorship model
Uniform in bandwidth consistency of kernel-type function estimators
Linear regression with censored data
Expressing the Kaplan-Meier Estimator as a Function of Empirical Subsurvival Functions
Censored Regression: Local Linear Approximations and Their Applications
The Relationship between Variable Selection and Data Agumentation and a Method for Prediction
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference
Exponential regression for censored data with outliers
All of Nonparametric Statistics

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