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Methods for Estimating Optimal Dynamic Treatment Regimes

A Model Object Framework for Regression Analysis

DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)

Continuous Time Causal Models

Durability of Vaccine Efficacy

Phylogeny-Guided OTU-Specific Association Test for Microbiome Data

CNV-Profile Regression for Copy Number Variants Association Analysis with Penalized Regression

Bayesian Analysis of Cancer Latency with Auxiliary Variable Augmentation

Protein Structure Guided Local Test

A Fast Multiple-Kernel Method Based on a Low-Rank Approximation

Durability of Vaccine Efficacy Against SARS-CoV-2 Infection

Dynamic Treatment Regimes for Survival Analysis

Copy Number Profile Curve-Based Association Test

Variable Selection for Optimal Treatment Decision

Vaccine Efficacy Over Time - Variant Aware

Gaussian Graphical Models Using Ridge Penalty Followed by Thresholding and Reestimation

Vaccine Efficacy Over Time

Simultaneous Critical Values for t-Tests in Very High Dimensions

Data Analysis for ODS and Case-Cohort Designs with Interval-Censoring

Regression Analysis of Sparse Asynchronous Longitudinal Data