60 citations · 250 across the 23 of their papers we have counts for
4 papers · 2 filters
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls
Mochuan Liu, Yuanjia Wang, Haoda Fu +1
Dynamic treatment regimens (DTRs) aim at tailoring individualized sequential treatment rules that maximize cumulative beneficial outcomes by accommodating patients' heterogeneity i…
Maximum Likelihood Estimation for Semiparametric Regression Models with Interval-Censored Multi-State Data
Yu Gu, Donglin Zeng, Gerardo Heiss +1
Interval-censored multi-state data arise in many studies of chronic diseases, where the health status of a subject can be characterized by a finite number of disease states and the…
Analyzing Clustered Continuous Response Variables with Ordinal Regression Models
Yuqi Tian, Bryan E. Shepherd, Chun Li +2
Continuous response variables often need to be transformed to meet regression modeling assumptions; however, finding the optimal transformation is challenging and results may vary…
Asymptotic Properties for Cumulative Probability Models for Continuous Outcomes
Chun Li, Yuqi Tian, Donglin Zeng +1
Regression models for continuous outcomes often require a transformation of the outcome, which the user either specify {\it a priori} or estimate from a parametric family. Cumulati…