655 citations · 767 across the 28 of their papers we have counts for
4 papers · 1 filter
Inference for change-plane regression
Chaeryon Kang, Hunyong Cho, Rui Song +3
A key challenge in analyzing the behavior of change-plane estimators is that the objective function has multiple minimizers. Two estimators are proposed to deal with this non-uniqu…
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…
Asymptotics for change-point models under varying degrees of mis-specification
Rui Song, Moulinath Banerjee, Michael R. Kosorok
Change-point models are widely used by statisticians to model drastic changes in the pattern of observed data. Least squares/maximum likelihood based estimation of change-points le…
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…