310 citations · 2k across the 67 of their papers we have counts for
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math.ST2017★ 1 cited
Efficient Estimation for Dimension Reduction with Censored Data
Ge Zhao, Yanyuan Ma, Wenbin Lu
We propose a general index model for survival data, which generalizes many commonly used semiparametric survival models and belongs to the framework of dimension reduction. Using a…
math.ST2016
A Massive Data Framework for M-Estimators with Cubic-Rate
Chengchun Shi, Wenbin Lu, Rui Song
The divide and conquer method is a common strategy for handling massive data. In this article, we study the divide and conquer method for cubic-rate estimators under the massive da…
math.ST2014★ 6 cited
On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability
Runchao Jiang, Wenbin Lu, Rui Song +1
A treatment regime is a deterministic function that dictates personalized treatment based on patients' individual prognostic information. There is a fast-growing interest in findin…