Defining and estimating effects in cluster randomized trials: a methods comparison
From MaRDI portal
Publication:6626873
DOI10.1002/SIM.9813zbMATH Open1547.6214MaRDI QIDQ6626873
Mark J. Van der Laan, Alejandra Benitez, Elizabeth Butrick, Nicole Santos, Rakesh Ghosh, Maya Petersen, Phelgona Otieno, Peter Waiswa, Laura Balzer, Dilys Walker
Publication date: 29 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
clustered datahierarchical datacluster randomized trialstargeted maximum likelihood estimationgroup randomized trialsdata-adaptive adjustment
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Longitudinal data analysis using generalized linear models
- Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators
- Effect of breastfeeding on gastrointestinal infection in infants: a targeted maximum likelihood approach for clustered longitudinal data
- The essential role of pair matching in cluster-randomized experiments, with application to the Mexican Universal Health Insurance evaluation
- Comment on J. Neyman and causal inference in experiments and observational studies: On the application of probability theory to agricultural experiments. Essay on principles. Section 9 [Ann. Agric. Sci. 10 (1923), 1--51]
- Inference on the marginal distribution of clustered data with informative cluster size
- Model-Assisted Analyses of Cluster-Randomized Experiments
- Improving precision and power in randomized trials for COVID‐19 treatments using covariate adjustment, for binary, ordinal, and time‐to‐event outcomes
- Locally efficient estimation of marginal treatment effects when outcomes are correlated: is the prize worth the chase?
- Empirical efficiency maximization: improved locally efficient covariate adjustment in randomized experiments and survival analysis
- Simple, efficient estimators of treatment effects in randomized trials using generalized linear models to leverage baseline variables
This page was built for publication: Defining and estimating effects in cluster randomized trials: a methods comparison
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6626873)