Resources
GitHub Repositories
Dr. Anna Heath: https://github.com/annaheath
Dr. Shirin Golchi: https://github.com/sgolchi
Dr. Haolun Shi: https://github.com/haoluns?tab=repositories
Dr. Luke Hagar: https://github.com/lmhagar
Publications
Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials. Biometrical Journal. https://pubmed.ncbi.nlm.nih.gov/39473126/
Covariate Adjustment in Bayesian Adaptive Clinical Trials. Statistical Methods in medical Research. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10981207/
Bayesian optimization for personalized dose-finding trials with combination therapies. Journal of the Royal Statistical Society Seriec C. https://doi.org/10.1093/jrsssc/qlae058
An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of tailoring variables. Biometrics. https://arxiv.org/abs/2405.08180
Accurate EVSI Estimation for Nonlinear Models Using the Gaussian Approximation Method. Medical Decision making. https://doi.org/10.1177/0272989X241264287
Estimating the Expected Value of Sample Information for the Group Sequential Designs Using the Nonparametric Regression-Based Method. Medical Decisions Making.
A Nonparametric Approach for Estimating the Effective Sample Size in Gaussian Approximation of Expected Value of Sample Information. Medical Decisions Making. https://doi.org/10.1177/0272989X251324936
Who benefits? Uncovering Hidden Heterogeneity of Treatment Effects in Adaptive Trials Using Bayesian Methods: A Systematic Review. Trials.
Ranking in adaptive platfrom trials. Clinical Trials.