13 citations · 31 across the 13 of their papers we have counts for
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stat.ME2017
Fine-Gray competing risks model with high-dimensional covariates: estimation and Inference
Jue Hou, Jelena Bradic, Ronghui Xu
The purpose of this paper is to construct confidence intervals for the regression coefficients in the Fine-Gray model for competing risks data with random censoring, where the numb…
stat.AP2017★ 1 cited
High-Dimensional Variable Selection and Prediction under Competing Risks with Application to SEER-Medicare Linked Data
Jiayi Hou, Anthony Paravati, Ronghui Xu +1
Competing risk analysis considers event times due to multiple causes, or of more than one event types. Commonly used regression models for such data include 1) cause-specific hazar…
stat.AP2017
The Impact of Confounder Selection in Propensity Scores for Rare Events Data - with Applications to Birth Defects
Ronghui Xu, Jue Hou, Christina D. Chambers
Our work was motivated by a recent study on birth defects of infants born to pregnant women exposed to a certain medication for treating chronic diseases. Outcomes such as birth de…