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Regression analysis for covariate‐adaptive randomization: A robust and efficient inference perspective

https://doi.org/10.1002/sim.9585
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cpt1974155443openalex-snapshot
Minimization: A new method of assigning patients to treatment and control groups
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Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: A principled yet flexible approach
inferredcites →https://doi.org/10.1002/sim.4447openalex-snapshot
Preserving the allocation ratio at every allocation with biased coin randomization and minimization in studies with unequal allocation
inferredcites →https://doi.org/10.1002/wics.1309openalex-snapshot
Adaptive randomization for balancing over covariates
inferredcites →https://doi.org/10.1007/s11425-014-4938-4openalex-snapshot
Covariate-adaptive designs with missing covariates in clinical trials
inferredcites →https://doi.org/10.1016/0021-9681(74)90015-0openalex-snapshot
The randomization and stratification of patients to clinical trials
inferredcites →https://doi.org/10.1016/0167-9473(87)90015-6openalex-snapshot
Validity and power of tests when groups have been balanced for prognostic factors
inferredcites →https://doi.org/10.1016/0197-2456(85)90120-5openalex-snapshot
Adaptive allocation in randomized controlled trials
inferredcites →https://doi.org/10.1016/j.aam.2006.12.003openalex-snapshot
On regression adjustments to experimental data
inferredcites →https://doi.org/10.1016/j.cct.2015.07.011openalex-snapshot
The pursuit of balance: An overview of covariate-adaptive randomization techniques in clinical trials
inferredcites →https://doi.org/10.1016/s0197-2456(02)00324-0openalex-snapshot
Randomization in Clinical Trials: Theory and Practice;
inferredcites →https://doi.org/10.1037/e492572004-001openalex-snapshot
A Comparison of Nefazodone, the Cognitive Behavioral-Analysis System of Psychotherapy, and Their Combination for the Treatment of Chronic Depression
inferredcites →https://doi.org/10.1037/h0037350openalex-snapshot
Estimating causal effects of treatments in randomized and nonrandomized studies.
inferredcites →https://doi.org/10.1056/nejm200005183422001openalex-snapshot
A Comparison of Nefazodone, the Cognitive Behavioral-Analysis System of Psychotherapy, and Their Combination for the Treatment of Chronic Depression
inferredcites →https://doi.org/10.1073/pnas.1808191115openalex-snapshot
Asymptotic theory of rerandomization in treatment–control experiments
inferredcites →https://doi.org/10.1080/01621459.1978.10480054openalex-snapshot
An Application of an Urn Model to the Design of Sequential Controlled Clinical Trials
inferredcites →https://doi.org/10.1080/01621459.2014.922469openalex-snapshot
Testing Hypotheses of Covariate-Adaptive Randomized Clinical Trials
inferredcites →https://doi.org/10.1080/01621459.2017.1375934openalex-snapshot
Inference Under Covariate-Adaptive Randomization
inferredcites →https://doi.org/10.1080/01621459.2019.1635483openalex-snapshot
Statistical Inference for Covariate-Adaptive Randomization Procedures
inferredcites →https://doi.org/10.1080/01621459.2020.1825450openalex-snapshot
Balancing Unobserved Covariates With Covariate-Adaptive Randomized Experiments
inferredcites →https://doi.org/10.1080/01621459.2021.1981338openalex-snapshot
Model-Robust Inference for Clinical Trials that Improve Precision by Stratified Randomization and Covariate Adjustment
inferredcites →https://doi.org/10.1093/biomet/58.3.403openalex-snapshot
Forcing a Sequential Experiment to be Balanced
inferredcites →https://doi.org/10.1093/biomet/asaa038openalex-snapshot
Regression-adjusted average treatment effect estimates in stratified randomized experiments
inferredcites →https://doi.org/10.1093/biomet/asab015openalex-snapshot
Inference on the average treatment effect under minimization and other covariate-adaptive randomization methods
inferredcites →https://doi.org/10.1093/biomet/asac036openalex-snapshot
Lasso-adjusted treatment effect estimation under covariate-adaptive randomization
inferredcites →https://doi.org/10.1093/biomet/asq014openalex-snapshot
A theory for testing hypotheses under covariate-adaptive randomization
inferredcites →https://doi.org/10.1093/biomet/asr021openalex-snapshot
The covariate-adaptive biased coin design for balancing clinical trials in the presence of prognostic factors
inferredcites →https://doi.org/10.1111/biom.12062openalex-snapshot
Validity of Tests under Covariate-Adaptive Biased Coin Randomization and Generalized Linear Models
inferredcites →https://doi.org/10.1111/biom.13062openalex-snapshot
Analysis of Covariance in Randomized Trials: More Precision and Valid Confidence Intervals, Without Model Assumptions
inferredcites →https://doi.org/10.1111/biom.13308openalex-snapshot
The impact of misclassification on covariate‐adaptive randomized clinical trials
inferredcites →https://doi.org/10.1111/rssb.12353openalex-snapshot
Rerandomization and Regression Adjustment
inferredcites →https://doi.org/10.1111/rssb.12392openalex-snapshot
Robust Tests for Treatment Effect in Survival Analysis under Covariate-Adaptive Randomization
inferredcites →https://doi.org/10.1177/030006059802600201openalex-snapshot
Statistical Principles for Clinical Trials
inferredcites →https://doi.org/10.1177/0962280218770231openalex-snapshot
Testing hypotheses under adaptive randomization with continuous covariates in clinical trials
inferredcites →https://doi.org/10.1186/s12874-017-0428-zopenalex-snapshot
ERDO - a framework to select an appropriate randomization procedure for clinical trials
inferredcites →https://doi.org/10.1198/000313001753272466openalex-snapshot
Efficiency Study of Estimators for a Treatment Effect in a Pretest–Posttest Trial
inferredcites →https://doi.org/10.1201/9780203739082openalex-snapshot
Space Science in China
inferredcites →https://doi.org/10.1214/009053606000001424openalex-snapshot
Asymptotic properties of covariate-adjusted response-adaptive designs
inferredcites →https://doi.org/10.1214/12-aoas583openalex-snapshot
Agnostic notes on regression adjustments to experimental data: Reexamining Freedman’s critique
inferredcites →https://doi.org/10.1214/12-aos983openalex-snapshot
Asymptotic properties of covariate-adaptive randomization
inferredcites →https://doi.org/10.1214/ss/1177012031openalex-snapshot
On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9
inferredcites →https://doi.org/10.1920/wp.cem.2017.2517openalex-snapshot
Inference under covariate-adaptive randomization
inferredcites →https://doi.org/10.1920/wp.cem.2019.0419openalex-snapshot
Inference under covariate-adaptive randomization with multiple treatments
inferredcites →https://doi.org/10.2307/2287649openalex-snapshot
Randomization Analysis of Experimental Data: The Fisher Randomization Test Comment
inferredcites →https://doi.org/10.2307/2287653openalex-snapshot
Randomization Analysis of Experimental Data: The Fisher Randomization Test Comment
inferredcites →https://doi.org/10.2307/2527916openalex-snapshot
Analysis of Covariance: Its Nature and Uses
inferredcites →https://doi.org/10.2307/2529712openalex-snapshot
Sequential Treatment Assignment with Balancing for Prognostic Factors in the Controlled Clinical Trial
inferredcites →https://doi.org/10.2307/2530040openalex-snapshot
A Biometrics Invited Paper with Discussion. Some Aspects of Analysis of Covariance
inferredcites →https://doi.org/10.3982/qe1150openalex-snapshot
Inference under covariate‐adaptive randomization with multiple treatments
inferredcites →https://doi.org/10.48550/arxiv.1910.13954openalex-snapshot
Model-Robust Inference for Clinical Trials that Improve Precision by Stratified Randomization and Covariate Adjustment
inferredcites →https://doi.org/10.48550/arxiv.2004.02994openalex-snapshot
On the Theory of Covariate-Adaptive Designs
inferredcites →https://doi.org/10.5705/ss.202016.0330openalex-snapshot
Sequential Monitoring of Covariate-Adaptive Randomized Clinical Trials

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4836403openalex-extracted
Adjustments with Many Regressors Under Covariate-Adaptive Randomizations
inferred← citeshttps://doi.org/10.1002/sam.70003openalex-snapshot
Interaction Tests With Covariate‐Adaptive Randomization
inferred← citeshttps://doi.org/10.1002/sim.10060openalex-snapshot
Categorisation of continuous covariates for stratified randomisation: How should we adjust?
inferred← citeshttps://doi.org/10.1002/sim.70304openalex-snapshot
Regression Adjustment in Covariate‐Adaptive Randomized Experiments With Missing Covariates
inferred← citeshttps://doi.org/10.1002/sim.70697openalex-snapshot
Statistical Inference for Covariate‐Adaptive Randomization Procedures With Missing Covariates
inferred← citeshttps://doi.org/10.1002/sim.70761openalex-snapshot
Randomization‐Based Covariate Adjustment for Randomized Block 2K Factorial Experiments With Missing Baselines
inferred← citeshttps://doi.org/10.1002/sim.9071openalex-snapshot
Issue Information
inferred← citeshttps://doi.org/10.1002/sim.9818openalex-snapshot
Handling misclassified stratification variables in the analysis of randomised trials with continuous outcomes
inferred← citeshttps://doi.org/10.1002/sim.9915openalex-snapshot
Network and covariate adjusted response‐adaptive design for binary response
inferred← citeshttps://doi.org/10.1002/sta4.70016openalex-snapshot
A Unified Framework for Covariate Adjustment Under Stratified Randomisation
inferred← citeshttps://doi.org/10.1016/j.cct.2025.108099openalex-snapshot
Adjusting confidence intervals under covariate-adaptive randomization in non-inferiority and equivalence trials
inferred← citeshttps://doi.org/10.1016/j.jeconom.2022.08.010openalex-snapshot
Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations
inferred← citeshttps://doi.org/10.1016/j.jeconom.2024.105808openalex-snapshot
Testing heterogeneous treatment effect with quantile regression under covariate-adaptive randomization
inferred← citeshttps://doi.org/10.1016/j.jeconom.2025.105991openalex-snapshot
Adjustments with many regressors under covariate-adaptive randomizations
inferred← citeshttps://doi.org/10.1016/j.jspi.2024.106209openalex-snapshot
The impact of misclassification on covariate-adaptive randomized clinical trials with generalized linear models
inferred← citeshttps://doi.org/10.1080/01621459.2022.2049278openalex-snapshot
Toward Better Practice of Covariate Adjustment in Analyzing Randomized Clinical Trials
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A New and Unified Family of Covariate Adaptive Randomization Procedures and Their Properties
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Statistical Inference with Mixed-Effect Model for Covariate-Adaptive Randomized Experiments
inferred← citeshttps://doi.org/10.1080/07350015.2024.2403381openalex-snapshot
Design-Based Theory for Lasso Adjustment in Randomized Block Experiments and Rerandomized Experiments
inferred← citeshttps://doi.org/10.1080/07350015.2024.2429464openalex-snapshot
Rerandomization and Covariate Adjustment in Split-Plot Designs
inferred← citeshttps://doi.org/10.1080/19466315.2023.2261672openalex-snapshot
Validity of Tests for Time-to-Event Endpoints in Studies with the Pocock and Simon Covariate-Adaptive Randomization
inferred← citeshttps://doi.org/10.1080/24754269.2021.1905357openalex-snapshot
Rejoinder on ‘Inference after covariate-adaptive randomization: aspects of methodology and theory’
inferred← citeshttps://doi.org/10.1080/24754269.2021.1905378openalex-snapshot
Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’
inferred← citeshttps://doi.org/10.1080/24754269.2021.1905592openalex-snapshot
Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’
inferred← citeshttps://doi.org/10.1093/biomet/asac036openalex-snapshot
Lasso-adjusted treatment effect estimation under covariate-adaptive randomization
inferred← citeshttps://doi.org/10.1093/biomtc/ujae049openalex-snapshot
Robustness of response-adaptive randomization
inferred← citeshttps://doi.org/10.1093/biomtc/ujag074openalex-snapshot
Efficient interaction analysis in randomized controlled trials
inferred← citeshttps://doi.org/10.1093/biomtc/ujag159openalex-snapshot
Density and treatment effect estimation under covariate-adaptive randomization with heavy-tailed outcomes
inferred← citeshttps://doi.org/10.1111/biom.13925openalex-snapshot
Regression-Based Multiple Treatment Effect Estimation under Covariate-Adaptive Randomization
inferred← citeshttps://doi.org/10.1177/09622802211008206openalex-snapshot
Testing for treatment effect in covariate-adaptive randomized trials with generalized linear models and omitted covariates
inferred← citeshttps://doi.org/10.1177/09622802251324750openalex-snapshot
Covariate-adjusted inference for doubly adaptive biased coin design
inferred← citeshttps://doi.org/10.1177/09622802251327689openalex-snapshot
On the achievability of efficiency bounds for covariate-adjusted response-adaptive randomization
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Strategies to boost statistical efficiency in randomized oncology trials with primary time-to-event endpoints
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The impacts of unobserved covariates on covariate-adaptive randomized experiments
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Covariate adjustment in stratified experiments
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Sharp Bounds for Variance of Treatment Effect Estimators in the Presence of Covariates
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