Wenbin Lu

30 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-7320-4755

Department of Statistics, North Carolina State University, Raleigh, NC

Publications

On Learning and Testing of Counterfactual Fairness through Data Preprocessing — Journal of the American Statistical Association 2024
Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks — The Annals of Applied Statistics 2023
Targeted optimal treatment regime learning using summary statistics — Biometrika 2023
A multiplicative structural nested mean model for zero-inflated outcomes — Biometrika 2023
Statistical inference of the value function for reinforcement learning in infinite-horizon settings — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
Concordance and value information criteria for optimal treatment decision — The Annals of Statistics 2021
Statistical Inference for Online Decision Making: In a Contextual Bandit Setting — Journal of the American Statistical Association 2021
Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation — Journal of the American Statistical Association 2021
Testing and Estimation of Social Network Dependence With Time to Event Data — Journal of the American Statistical Association 2020
A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects — Journal of the American Statistical Association 2020
On testing conditional qualitative treatment effects — The Annals of Statistics 2019
Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
High-dimensional $A$-learning for optimal dynamic treatment regimes — The Annals of Statistics 2018
A Massive Data Framework for M-Estimators with Cubic-Rate — Journal of the American Statistical Association 2018
Doubly robust estimation of optimal treatment regimes for survival data—with application to an HIV/AIDS study — The Annals of Applied Statistics 2017
Concordance-assisted learning for estimating optimal individualized treatment regimes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
On estimation of optimal treatment regimes for maximizingt-year survival probability — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
Change-Plane Analysis for Subgroup Detection and Sample Size Calculation — Journal of the American Statistical Association 2017
Sequential advantage selection for optimal treatment regime — The Annals of Applied Statistics 2016
Groupwise Dimension Reduction via Envelope Method — Journal of the American Statistical Association 2015
Censored rank independence screening for high-dimensional survival data — Biometrika 2014
Gene-level pharmacogenetic analysis on survival outcomes using gene-trait similarity regression — The Annals of Applied Statistics 2014
A Unified Approach to Semiparametric Transformation Models Under General Biased Sampling Schemes — Journal of the American Statistical Association 2013
Kernel smoothed profile likelihood estimation in the accelerated failure time frailty model for clustered survival data — Biometrika 2013
More efficient estimators for case-cohort studies — Biometrika 2013
On the robustness of the adaptive lasso to model misspecification — Biometrika 2012
On Estimation of Partially Linear Transformation Models — Journal of the American Statistical Association 2010
Sufficient Dimension Reduction With Missing Predictors — Journal of the American Statistical Association 2008
Adaptive Lasso for Cox's proportional hazards model — Biometrika 2007
Semiparametric transformation models for the case-cohort study — Biometrika 2006