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Retricted access

Research article

First published 2025

When Cluster-Robust Inferences Fail

Francis Huang

Educational and Psychological Measurement

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Research article

First published 2015-12

Small-Sample Adjustments for Tests of Moderators and Model Fit Using Robust Variance Estimation in Meta-Regression

Elizabeth Tipton, James E. Pustejovsky

Journal of Educational and Behavioral Statistics

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Research article

First published 2017-8

The Costs of Simplicity: Why Multilevel Models May Benefit from Accounting for Cross-Cluster Differences in the Effects of Controls

Jan Paul Heisig, Merlin Schaeffer, Johannes Giesecke

American Sociological Review

Free access

Research article

First published 2019-12

vcemway: A one-stop solution for robust inference with multiway clustering

Ariel Gu, Hong Il Yoo

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2011-6

A Bootstrap Method for Conducting Statistical Inference with Clustered Data

Jeffrey J. Harden

State Politics & Policy Quarterly

Free access

Research article

First published 2020-6

xtgeebcv: A command for bias-corrected sandwich variance estimation for GEE analyses of cluster randomized trials

John A. Gallis, Fan Li, Elizabeth L. Turner

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2020-3

Estimating cluster-level local average treatment effects in cluster randomised trials with non-adherence

Schadrac C Agbla, Bianca De Stavola, Karla DiazOrdaz

Statistical Methods in Medical Research

Open access

Research article

First published 2012-3

Developing Appropriate Methods for Cost-Effectiveness Analysis of Cluster Randomized Trials

Manuel Gomes, Edmond S.-W. Ng, Richard Grieve [...]

Medical Decision Making

Open access

Research article

First published 2024-9

Maintaining the validity of inference from linear mixed models in stepped-wedge cluster randomized trials under misspecified random-effects structures

Yongdong Ouyang, Monica Taljaard, Andrew B Forbes [...]

Statistical Methods in Medical Research

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

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