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20222024
most citedA Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery

2 citations · 4 across the 3 of their papers we have counts for

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stat.AP2023

Estimating Racial and Ethnic Healthcare Quality Disparities Using Exploratory Item Response Theory and Latent Class Item Response Theory Models

Sharon-Lise Normand, Katya Zelevinsky, Marcela Horvitz-Lennon

Healthcare quality metrics refer to a variety of measures used to characterize what should have been done or not done for a patient or the health consequences of what was or was no…

stat.AP2022★ 2 cited

Targeted learning in observational studies with multi-valued treatments: An evaluation of antipsychotic drug treatment safety

Jason Poulos, Marcela Horvitz-Lennon, Katya Zelevinsky +6

We investigate estimation of causal effects of multiple competing (multi-valued) treatments in the absence of randomization. Our work is motivated by an intention-to-treat study of…