Balancing Unobserved Covariates With Covariate-Adaptive Randomized Experiments

DOI10.1080/01621459.2020.1825450OpenAlexW3088459959MaRDI QIDQ5885112

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Publication date: 27 March 2023

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2020.1825450

zbMATH Keywords

correlationbalancing covariatesPocock and Simon's procedurestratified permuted block designHu and Hu's procedureunobserved covariates imbalance

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Statistical block designs (62K10) Response surface designs (62K20)

Related Items (3)

Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’ ⋮ The impacts of unobserved covariates on covariate-adaptive randomized experiments ⋮ Adaptive randomization in network data

Cites Work

• Unnamed Item
• Rerandomization to improve covariate balance in experiments
• Asymptotic properties of covariate-adaptive randomization
• Handling covariates in the design of clinical trials
• Asymptotic properties of covariate-adjusted response-adaptive designs
• Adaptive clinical trial designs to detect interaction between treatment and a dichotomous biomarker
• Inference Under Covariate-Adaptive Randomization
• The covariate-adaptive biased coin design for balancing clinical trials in the presence of prognostic factors
• A theory for testing hypotheses under covariate-adaptive randomization
• Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates
• Misspecified proportional hazard models
• Sequential rerandomization
• Statistical Inference for Covariate-Adaptive Randomization Procedures
• Testing Hypotheses of Covariate-Adaptive Randomized Clinical Trials
• Forcing a sequential experiment to be balanced
• Randomization, balance, and the validity and efficiency of design-adaptive allocation methods
• Observational studies.

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