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