The Bayesian design of adaptive clinical trials

A Giovagnoli - International journal of environmental research and …, 2021 - mdpi.com
This paper presents a brief overview of the recent literature on adaptive design of clinical
trials from a Bayesian perspective for statistically not so sophisticated readers. Adaptive …

A roadmap to using randomization in clinical trials

VW Berger, LJ Bour, K Carter, JJ Chipman… - BMC medical research …, 2021 - Springer
Background Randomization is the foundation of any clinical trial involving treatment
comparison. It helps mitigate selection bias, promotes similarity of treatment groups with …

[HTML][HTML] Response-adaptive randomization in clinical trials: from myths to practical considerations

DS Robertson, KM Lee… - Statistical science: a …, 2023 - ncbi.nlm.nih.gov
Abstract Response-Adaptive Randomization (RAR) is part of a wider class of data-
dependent sampling algorithms, for which clinical trials are typically used as a motivating …

On optimal designs for clinical trials: an updated review

O Sverdlov, Y Ryeznik, WK Wong - Journal of Statistical Theory and …, 2020 - Springer
Optimization of clinical trial designs can help investigators achieve higher quality results for
the given resource constraints. The present paper gives an overview of optimal designs for …

Optimal treatment allocation for efficient policy evaluation in sequential decision making

T Li, C Shi, J Wang, F Zhou - Advances in Neural …, 2024 - proceedings.neurips.cc
A/B testing is critical for modern technological companies to evaluate the effectiveness of
newly developed products against standard baselines. This paper studies optimal designs …

[图书][B] Adaptive designs for sequential treatment allocation

AB Antognini, A Giovagnoli - 2015 - books.google.com
Adaptive Designs for Sequential Treatment Allocation presents a rigorous theoretical
treatment of the results and mathematical foundation of adaptive design theory. The book …

[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 …

A web application for the design of multi-arm clinical trials

MJ Grayling, JMS Wason - BMC cancer, 2020 - Springer
Background Multi-arm designs provide an effective means of evaluating several treatments
within the same clinical trial. Given the large number of treatments now available for testing …

Cluster randomized trials designed to support generalizable inferences

SE Robertson, JA Steingrimsson… - Evaluation …, 2024 - journals.sagepub.com
When planning a cluster randomized trial, evaluators often have access to an enumerated
cohort representing the target population of clusters. Practicalities of conducting the trial …

A comparative study of restricted randomization procedures for multiarm trials with equal or unequal treatment allocation ratios

Y Ryeznik, O Sverdlov - Statistics in Medicine, 2018 - Wiley Online Library
Randomization designs for multiarm clinical trials are increasingly used in practice,
especially in phase II dose‐ranging studies. Many new methods have been proposed in the …