8 citations · 17 across the 5 of their papers we have counts for
5 papers
Assessment of evidence against homogeneity in exhaustive subgroup treatment effect plots
Björn Bornkamp, Jiarui Lu, Frank Bretz
Exhaustive subgroup treatment effect plots are constructed by displaying all subgroup treatment effects of interest against subgroup sample size, providing a useful overview of the…
WATCH: A Workflow to Assess Treatment Effect Heterogeneity in Drug Development for Clinical Trial Sponsors
Konstantinos Sechidis, Sophie Sun, Yao Chen +8
This paper proposes a Workflow for Assessing Treatment effeCt Heterogeneity (WATCH) in clinical drug development targeted at clinical trial sponsors. WATCH is designed to address t…
High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework
Abhishek Chakrabortty, Jiarui Lu, T. Tony Cai +1
We consider high dimensional -estimation in settings where the response is possibly missing at random and the covariates can be high dimensiona…
Hypothesis Testing in High-Dimensional Instrumental Variables Regression with an Application to Genomics Data
Jiarui Lu, Hongzhe Li
Gene expression and phenotype association can be affected by potential unmeasured confounders from multiple sources, leading to biased estimates of the associations. Since genetic…
Generalized Linear Models with Linear Constraints for Microbiome Compositional Data
Jiarui Lu, Pixu Shi, Hongzhe Li
Motivated by regression analysis for microbiome compositional data, this paper considers generalized linear regression analysis with compositional covariates, where a group of line…