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Open access

Research article

First published 2024-1

Implementing TMLE in the presence of a continuous outcome

Hanna A Frank, Mohammad Ehsanul Karim

Research Methods in Medicine & Health Sciences

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Research article

First published 2019-6

A new approach to hierarchical data analysis: Targeted maximum likelihood estimation for the causal effect of a cluster-level exposure

Laura B Balzer, Wenjing Zheng, Mark J van der Laan [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2026

Machine learning to optimize precision in the analysis of randomized trials: A journey in pre-specified,yet data-adaptive learning

Laura B Balzer, Mark J van der Laan, Maya L Petersen

Clinical Trials

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Research article

First published 2022-10

Register variation in spoken and written language use across technology-mediated and non-technology-mediated learning environments

Kristopher Kyle, Masaki Eguchi, Ann Tai Choe [...]

Language Testing

Free access

Research article

First published 2024-2

A Within-Group Approach to Ensemble Machine Learning Methods for Causal Inference in Multilevel Studies

Youmi Suk

Journal of Educational and Behavioral Statistics

Retricted access

Research article

First published 2019-6

On adaptive propensity score truncation in causal inference

Cheng Ju, Joshua Schwab, Mark J van der Laan

Statistical Methods in Medical Research

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Research article

First published 2025-11

Shifting the paradigm: Estimating heterogeneous treatment effects in the development of walkable cities design

Jie Zhu, Bojing Liao

Environment and Planning B: Urban Analytics and City Science

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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 2019-6

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 2018-1

Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

Romain Pirracchio, John K Yue, Geoffrey T Manley [...]

Statistical Methods in Medical Research

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