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stat.ME2026
Robust Updating of a Risk Prediction Model by Integrating External Ranking Information
Nicholas C. Henderson
Utilizing established risk factors and prognostic models can often improve the construction of a newer risk model that uses novel biomarkers in a smaller, internal study. However,…
stat.ME2025
Evaluating and Testing for Actionable Treatment Effect Heterogeneity
Mahsa Ashouri, Nicholas C. Henderson
Developing tools for estimating heterogeneous treatment effects (HTE) and individualized treatment effects has been an area of active research in recent years. While these tools ha…
stat.ME2024
Generalized Bayesian Additive Regression Trees for Restricted Mean Survival Time Inference
Mahsa Ashouri, Nicholas C. Henderson
Prediction methods for time-to-event outcomes often utilize survival models that rely on strong assumptions about noninformative censoring or on how individual-level covariates and…