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Articles (5)

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1-5 of 5 results for unmeasured cluster-level confounders

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

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

Select article: Estimating Causal Mediation Effects in Multiple-Mediator Analyses With Clustered Data

Open access

Research article

First published 2026-4

Estimating Causal Mediation Effects in Multiple-Mediator Analyses With Clustered Data

Xiao Liu

Journal of Educational and Behavioral Statistics

Select article: The impact of unmeasured within- and between-cluster confounding on the bias of effect estimatorsof a continuous exposure

Retricted access

Research article

First published 2020-8

The impact of unmeasured within- and between-cluster confounding on the bias of effect estimatorsof a continuous exposure

Yun Li, Yoonseok Lee, Friedrich K Port [...]

Statistical Methods in Medical Research

Select article: Joint mixed-effects models for causal inference in clustered network-based observational studies

Open access

Research article

First published 2025

Joint mixed-effects models for causal inference in clustered network-based observational studies

Vanessa McNealis, Erica EM Moodie, Nema Dean

Statistical Methods in Medical Research

Select article: An overview of propensity score matching methods for clustered data

Open access

Research article

First published 2023-4

An overview of propensity score matching methods for clustered data

Benjamin Langworthy, Yujie Wu, Molin Wang

Statistical Methods in Medical Research

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