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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

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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

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 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

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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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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 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 2025-6

How Does CEO Duality Influence ESG Scores in Hospitality and Tourism Companies? Confounding Roles of Governance Mechanisms and Financial Indicators

Hasan Evrim Arici, Omer Faruk Aladag, Mehmet Ali Koseoglu

Journal of Hospitality & Tourism Research

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Research article

First published 2012-09

Effect Modification by Sex and Baseline CD4 + Cell Count Among Adults Receiving Combination Antiretroviral Therapy in Botswana: Results from a Clinical Trial

C. William Wester, Ori M. Stitelman, Victor deGruttola [...]

AIDS Research and Human Retroviruses

Open access

Research article

First published 2024-9

Identifying Racial Disparities in Utilization and Clinical Outcomes of Ambulatory Hip Arthroscopy: Analysis of Temporal Trends and Causal Inference via Machine Learning

Yining Lu, Kareme D. Alder, Erick M. Marigi [...]

Orthopaedic Journal of Sports Medicine

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