8 citations · 17 across the 14 of their papers we have counts for
4 papers · 1 filter
Estimation and Hypothesis Testing of Derivatives in Smoothing Spline ANOVA Models
Ruiqi Liu, Kexuan Li, Meng Li
Within the framework of smoothing spline ANOVA, we propose a plug-in kernel ridge regression estimator to estimate the derivatives of the underlying multivariate regression functio…
Multivariate Rank-Based Analysis of Multiple Endpoints in Clinical Trials: A Global Test Approach
Kexuan Li, Lingli Yang, Shaofei Zhao +3
Clinical trials often involve the assessment of multiple endpoints to comprehensively evaluate the efficacy and safety of interventions. In the work, we consider a global nonparame…
On the Confidence Intervals in Bioequivalence Studies
Kexuan Li, Susie Sinks, Peng Sun +1
A bioequivalence study is a type of clinical trial designed to compare the biological equivalence of two different formulations of a drug. Such studies are typically conducted in c…
Semiparametric Regression for Spatial Data via Deep Learning
Kexuan Li, Jun Zhu, Anthony R. Ives +2
In this work, we propose a deep learning-based method to perform semiparametric regression analysis for spatially dependent data. To be specific, we use a sparsely connected deep n…