Handling covariates in the design of clinical trials
From MaRDI portal
Publication:908152
DOI10.1214/08-STS269zbMath1329.62350arXiv1102.3773OpenAlexW2042355708MaRDI QIDQ908152
Oleksandr Sverdlov, William F. Rosenberger
Publication date: 3 February 2016
Published in: Statistical Science (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1102.3773
efficiencyethicsbalancecovariate-adaptive randomizationcovariate-adjusted response-adaptive randomization
Applications of statistics to biology and medical sciences; meta analysis (62P10) Optimal statistical designs (62K05) Medical applications (general) (92C50)
Related Items (34)
Inference after covariate-adaptive randomisation: aspects of methodology and theory ⋮ Balancing Unobserved Covariates With Covariate-Adaptive Randomized Experiments ⋮ Ridge rerandomization: an experimental design strategy in the presence of covariate collinearity ⋮ Optimal response and covariate-adaptive biased-coin designs for clinical trials with continuous multivariate or longitudinal responses ⋮ General covariate-adaptive randomization targeting unequal allocation ratio ⋮ Longitudinal covariate-adjusted response-adaptive randomized designs ⋮ Covariate-adaptive designs with missing covariates in clinical trials ⋮ The impact of misclassification on covariate‐adaptive randomized clinical trials ⋮ A matching procedure for sequential experiments that iteratively learns which covariates improve power ⋮ Nonmyopic and pseudo-nonmyopic approaches to optimal sequential design in the presence of covariates ⋮ Pair-Switching Rerandomization ⋮ Covariate-adjusted response-adaptive designs for censored survival responses ⋮ A general characterization of optimal tie-breaker designs ⋮ Ensuring balance through optimal allocation of experimental units with known categorical covariates into two treatments ⋮ Randomization-based Joint Central Limit Theorem and Efficient Covariate Adjustment in Randomized Block 2 K Factorial Experiments ⋮ Response-adaptive randomization in clinical trials: from myths to practical considerations ⋮ The impacts of unobserved covariates on covariate-adaptive randomized experiments ⋮ Rerandomization to improve covariate balance in experiments ⋮ Balancing covariates in multi-arm trials via adaptive randomization ⋮ Balancing treatment allocation over continuous covariates: a new imbalance measure for mini\-mization ⋮ Covariate-Adaptive Optimization in Online Clinical Trials ⋮ Covariate-adjusted response-adaptive designs for generalized linear models ⋮ Nonparametric covariate-adjusted response-adaptive design based on a functional urn model ⋮ Balancing treatment assignment over all observed covariates in clinical trials ⋮ Multi-objective optimal designs in comparative clinical trials with covariates: the reinforced doubly adaptive biased coin design ⋮ Asymptotic properties of covariate-adaptive randomization ⋮ Matching on‐the‐fly: Sequential allocation with higher power and efficiency ⋮ Randomization tests in recursive response-adaptive randomization procedures ⋮ On optimal designs for clinical trials: an updated review ⋮ A covariate-adjusted response-adaptive allocation for a general class of continuous responses ⋮ Covariate-adjusted response-adaptive randomization for multi-arm clinical trials using a modified forward looking Gittins index rule ⋮ Adaptive clinical trial designs to detect interaction between treatment and a dichotomous biomarker ⋮ On the almost sure convergence of adaptive allocation procedures ⋮ Selecting a biased-coin design
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Optimal Adaptive Designs for Binary Response Trials
- Properties of biased coin designs in sequential clinical trials
- Biased coin designs with a Bayesian bias
- Asymptotic properties of doubly adaptive biased coin designs for multitreatment clinical trials.
- Asymptotic properties of covariate-adjusted response-adaptive designs
- Adaptive designs for normal responses with prognostic factors
- Efficiency of Balanced Treatment Allocation for Survival Analysis
- The Equivalence of Two Extremum Problems
- A Treatment Allocation Procedure for Sequential Clinical Trials
- Optimum biased coin designs for sequential clinical trials with prognostic factors
- Nearly Optimal Allocation of Experimental Units Using Observed Covariate Values
- An Application of an Urn Model to the Design of Sequential Controlled Clinical Trials
- On the Large Sample Optimality of Sequential Designs for Comparing Two or More Treatments
- The Comparison of Designs for Sequential Clinical Trials with Covariate Information
- The Theory of Response‐Adaptive Randomization in Clinical Trials
- Forcing a sequential experiment to be balanced
- Bayesian Adaptive Biased‐Coin Designs for Clinical Trials with Normal Responses
- Randomization, balance, and the validity and efficiency of design-adaptive allocation methods
This page was built for publication: Handling covariates in the design of clinical trials
