[HTML][HTML] A tutorial on modern Bayesian methods in clinical trials

N Muehlemann, T Zhou, R Mukherjee… - … Innovation & Regulatory …, 2023 - Springer
Clinical trials continue to be the gold standard for evaluating new medical technologies.
New advancements in modern computation power have led to increasing interest in …

The current state of Bayesian methods in nonclinical pharmaceutical statistics: Survey results and recommendations from the DIA/ASA‐BIOP Nonclinical Bayesian …

P Faya, P Sondag, S Novick, D Banton… - Pharmaceutical …, 2021 - Wiley Online Library
The use of Bayesian methods to support pharmaceutical product development has grown in
recent years. In clinical statistics, the drive to provide faster access for patients to medical …

[HTML][HTML] Application of Bayesian approaches in drug development: starting a virtuous cycle

SJ Ruberg, F Beckers, R Hemmings, P Honig… - Nature Reviews Drug …, 2023 - nature.com
The pharmaceutical industry and its global regulators have routinely used frequentist
statistical methods, such as null hypothesis significance testing and p values, for evaluation …

Bayesian clinical trials in action

J Jack Lee, CT Chu - Statistics in medicine, 2012 - Wiley Online Library
Although the frequentist paradigm has been the predominant approach to clinical trial
design since the 1940s, it has several notable limitations. Advancements in computational …

[图书][B] Bayesian methods in pharmaceutical research

E Lesaffre, G Baio, B Boulanger - 2020 - books.google.com
Since the early 2000s, there has been increasing interest within the pharmaceutical industry
in the application of Bayesian methods at various stages of the research, development …

Bayesian clinical trials

DA Berry - Nature reviews Drug discovery, 2006 - nature.com
Bayesian statistical methods are being used increasingly in clinical research because the
Bayesian approach is ideally suited to adapting to information that accrues during a trial …

Bayesian methods in regulatory science

GL Rosner - Statistics in biopharmaceutical research, 2020 - Taylor & Francis
Regulatory science comprises the tools, standards, and approaches that regulators use to
assess safety, efficacy, quality, and performance of drugs and medical devices. A major …

[图书][B] Bayesian applications in pharmaceutical development

M Lakshminarayanan, F Natanegara - 2019 - books.google.com
The cost for bringing new medicine from discovery to market has nearly doubled in the last
decade and has now reached $2.6 billion. There is an urgent need to make drug …

[HTML][HTML] Why are not there more Bayesian clinical trials? Perceived barriers and educational preferences among medical researchers involved in drug development

Medical Outreach Subteam of the Drug … - … Innovation & Regulatory …, 2022 - Springer
Abstract Objective and Background The clinical trials community has been hesitant to adopt
Bayesian statistical methods, which are often more flexible and efficient with more naturally …

Why are There not More Bayesian Clinical Trials? Ability to Interpret Bayesian and Conventional Statistics Among Medical Researchers

Medical Outreach Team of the Drug Information … - … Innovation & Regulatory …, 2023 - Springer
Abstract Objective and Background We assessed current understandings in interpretation of
Bayesian and traditional statistical results within the clinical researcher (non-statistician) …