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stat.ME2026
Transporting Randomized Trial Effects to Real-World Populations via Riesz-Calibrated Optimal Transport
Anik Burman, Margaret Gamalo, Promit Ghosal +1
Randomized trials support causal inference, but differences between trial and target populations can limit the transportability of treatment effects to real-world settings. Many ex…
stat.ME2023
Heterogeneous Transfer Learning for Building High-Dimensional Generalized Linear Models with Disparate Datasets
Ruzhang Zhao, Prosenjit Kundu, Arkajyoti Saha +1
Development of comprehensive prediction models are often of great interest in many disciplines of science, but datasets with information on all desired features often have small sa…
stat.ME2019
Analysis of Two-Phase Studies using Generalized Method of Moments
Prosenjit Kundu, Nilanjan Chatterjee
Two-phase design can reduce the cost of epidemiological studies by limiting the ascertainment of expensive covariates or/and exposures to an efficiently selected subset (phase-II)…