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Research article

First published 2025-7

Two-stage targeted minimum-loss based estimation for non-negative two-part outcomes

Nicholas T Williams, Richard Liu, Katherine L Hoffman [...]

Statistical Methods in Medical Research

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Research article

First published 2019-2

Scalable collaborative targeted learning for high-dimensional data

Cheng Ju, Susan Gruber, Samuel D Lendle [...]

Statistical Methods in Medical Research

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Research article

First published 2026-2

Estimating the Causal Effect of Realistic Treatment Strategies Using Longitudinal Observational Data

Yingying Zhang, Alastair Bennett, Andrea Manca [...]

Medical Decision Making

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Research article

First published 2025-10

Causal inference in randomized trials with partial clustering

Joshua R Nugent, Elijah Kakande, Gabriel Chamie [...]

Clinical Trials

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Research article

First published 2019-4

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

Cheng Ju, Richard Wyss, Jessica M Franklin [...]

Statistical Methods in Medical Research

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Research article

First published 2015-12

Consistent causal effect estimation under dual misspecification and implications for confounder selection procedures

Susan Gruber, Mark J van der Laan

Statistical Methods in Medical Research

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Research article

First published 2019-6

Understanding and diagnosing the potential for bias when using machine learning methods with doubly robust causal estimators

Asma Bahamyirou, Lucie Blais, Amélie Forget [...]

Statistical Methods in Medical Research

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Research article

First published 2026

Average and Heterogeneous Associations between Secondhand Smoking and Tooth Loss

Y.Q. Chen, J.M. Zheng, Y.Z. Chen [...]

Journal of Dental Research

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Research article

First published 2015-12

Targeted Learning in Healthcare Research

Susan Gruber

Big Data

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Research article

First published 2019-5

Sample Size Requirements for Multivariate Models to Predict Between-Patient Differences in Best Treatments of Major Depressive Disorder

Alex Luedtke, Ekaterina Sadikova, Ronald C. Kessler

Clinical Psychological Science

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