Inference Under Covariate-Adaptive Randomization

DOI10.1080/01621459.2017.1375934zbMath1409.62094OpenAlexW3125732769WikidataQ92582477 ScholiaQ92582477MaRDI QIDQ3121569

Ivan A. Canay, Federico A. Bugni, Azeem M. Shaikh

Publication date: 20 March 2019

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

Full work available at URL: http://europepmc.org/articles/pmc6425946

zbMATH Keywords

permutation testrandomized controlled trialcovariate-adaptive randomizationtwo-sample \(t\)-testEfron's biased-coin designstratified block randomization

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Design of statistical experiments (62K99) Statistical sampling theory and related topics (62D99)

Related Items (19)

Inference after covariate-adaptive randomisation: aspects of methodology and theory ⋮ Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’ ⋮ Rejoinder on ‘Inference after covariate-adaptive randomization: aspects of methodology and theory’ ⋮ Balancing Unobserved Covariates With Covariate-Adaptive Randomized Experiments ⋮ SEAMLESS PHASE II/III CLINICAL TRIALS WITH COVARIATE ADAPTIVE RANDOMIZATION ⋮ The impact of misclassification on covariate‐adaptive randomized clinical trials ⋮ Multi-arm covariate-adaptive randomization ⋮ Inference under covariate-adaptive randomization with imperfect compliance ⋮ Inference in Experiments With Matched Pairs ⋮ Toward Better Practice of Covariate Adjustment in Analyzing Randomized Clinical Trials ⋮ A New and Unified Family of Covariate Adaptive Randomization Procedures and Their Properties ⋮ Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations ⋮ Model-Robust Inference for Clinical Trials that Improve Precision by Stratified Randomization and Covariate Adjustment ⋮ Inference and extrapolation in finite populations with special attention to clustering ⋮ The impacts of unobserved covariates on covariate-adaptive randomized experiments ⋮ Statistical Inference for Covariate-Adaptive Randomization Procedures ⋮ Balancing covariates in multi-arm trials via adaptive randomization ⋮ Covariate-adjusted Fisher randomization tests for the average treatment effect ⋮ Permutation test for heterogeneous treatment effects with a nuisance parameter

Cites Work

• Exact and asymptotically robust permutation tests
• Rerandomization to improve covariate balance in experiments
• Asymptotic properties of covariate-adaptive randomization
• The adaptive biased coin design for sequential experiments
• Randomization in Clinical Trials
• A theory for testing hypotheses under covariate-adaptive randomization
• Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results*
• Inference under covariate‐adaptive randomization with multiple treatments
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Interference Between Units in Randomized Experiments
• Forcing a sequential experiment to be balanced
• The Large-Sample Power of Tests Based on Permutations of Observations

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