Covariate-adjusted response-adaptive randomization for multi-arm clinical trials using a modified forward looking Gittins index rule

SS Villar, WF Rosenberger - Biometrics, 2018 - academic.oup.com
We introduce a non-myopic, covariate-adjusted response adaptive (CARA) allocation
design for multi-armed clinical trials. The allocation scheme is a computationally tractable …

A unified family of covariate-adjusted response-adaptive designs based on efficiency and ethics

J Hu, H Zhu, F Hu - Journal of the American Statistical Association, 2015 - Taylor & Francis
Response-adaptive designs have recently attracted more and more attention in the literature
because of its advantages in efficiency and medical ethics. To develop personalized …

[图书][B] Modern adaptive randomized clinical trials: statistical and practical aspects

O Sverdlov - 2015 - books.google.com
This book aids in identifying when to apply adaptive randomization designs in practice.
Featuring contributions from statisticians, clinical trialists, and subject-matter experts in …

Covariate-adjusted response-adaptive designs for semiparametric survival models

A Mukherjee, S Jana, S Coad - Statistical Methods in …, 2024 - journals.sagepub.com
<? show [AQ ID= GQ2 POS=-24pt]?><? show [AQ ID= GQ5 POS= 12pt]?> Covariate-
adjusted response adaptive (CARA) designs are effective in increasing the expected …

Subgroup analysis and adaptive experiments crave for debiasing

J Wang, X He - Wiley Interdisciplinary Reviews: Computational …, 2023 - Wiley Online Library
Results obtained from reliably designed randomized experiments are often considered to be
evidence of the highest grade for assessing the effectiveness of biomedical or behavioral …

A general characterization of optimal tie-breaker designs

HH Li, AB Owen - The Annals of Statistics, 2023 - projecteuclid.org
Tie-breaker designs trade off a measure of statistical efficiency against a short-term gain
from preferentially assigning a binary treatment to subjects with higher values of a running …

Covariate-adjusted response-adaptive designs for censored survival responses

A Mukherjee, DS Coad, S Jana - Journal of Statistical Planning and …, 2023 - Elsevier
Covariate-adjusted response-adaptive designs use the available responses to skew
treatment allocation in a clinical trial, in favour of the treatment, found at an interim stage of …

Bayesian Response Adaptive Randomization for Randomized Clinical Trials With Continuous Outcomes: The Role of Covariate Adjustment

V Aslanyan, T Pickering, M Nuño… - Pharmaceutical …, 2024 - Wiley Online Library
Study designs incorporate interim analyses to allow for modifications to the trial design.
These analyses may aid decisions regarding sample size, futility, and safety. Furthermore …

Targeted covariate-adjusted response-adaptive lasso-based randomized controlled trials

A Chambaz, MJ van Der Laan… - … randomized clinical trials …, 2014 - api.taylorfrancis.com
This chapter is devoted to the study of a so-called group-sequential CARA randomized
controlled trial (RCT), with a particular focus on incorporating more flexible (ie, data …

Comparison of treatments with ordinal responses in trials with sequential monitoring and response‐adaptive randomization

Y Yu, C Xu, J Zhong, SH Cheung - Statistics in Medicine, 2022 - Wiley Online Library
In clinical trials, comparisons of treatments with ordinal responses are frequently conducted
using the proportional odds model. However, the use of this model necessitates the …