Bayesian Analysis and Design Resources

• Introduction to Bayes for Evaluating Treatments course notes
• General Resources
• COVID-19 Clinical Trial Design and Analysis and video about sequential designs
• Flowcharts depicting frequentist and Basesian paradigms
• Side-by-side comparison of frequentist and Bayesian approaches and properties
• Simulating Bayesian operating characteristics and how to validate the evidentiary measure at the decision point
• Type 1 probability α vs. probability of a decision error
• Journey from frequentist to Bayesian statistics
• Blog articles
• Bayesian and frequentist reasoning in plain English
• Datamethods topics
• Talks and here
• Stan Forum
• Articles for learning about Bayesian methods
• Bibliography
• Reporting Bayesian results by David Rindskopf
• Improving transparency and replication in Bayesian statistics: The WAMBS checklist
• Bayesian approach to incorporating adult clinical data into pediatric clinical trials by J Ye and J Travis
• Bayesian workflow by Andrew Gelman et al
• Special issue in PharmStats with Editorial provided by Karen Price and Lisa LaVange: Bayesian Methods in Medical Product Development and Regulatory Reviews - Price - 2014 - Pharmaceutical Statistics
• Bayesian Applications in Pharmaceutical Development
• Bayesian and Frequentist Side by Side interactive app by John Kruschke
• Introductory Video: Frequentist vs. Bayes
• Mark Lai’s Course handouts for Bayesian Data Analysis