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researcher

M. Horvitz-Lennon

3 papers hereh-index 272.4k citations98 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.AP3

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedTargeted learning in observational studies with multi-valued treatments: An evaluation of antipsychotic drug treatment safety

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

collaborators

3 papers

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…

stat.AP2018

Bayesian Meta-Analysis of Multiple Continuous Treatments: An Application to Antipsychotic Drugs

Jacob Spertus, Marcela Horvitz-Lennon, Sharon-Lise Normand

Modeling dose-response relationships of drugs is essential to understanding their effect on patient outcomes under realistic circumstances. While intention-to-treat analyses of cli…

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