Bayesian Borrowing for Single Arm Studies
Interactive tool for incorporating historical control data into single-arm clinical trial analysis using advanced Bayesian borrowing methods.
Power Prior
Commensurate Prior
Hierarchical Model
Meta-Analytic Predictive
About This Tool
This interactive application allows researchers to perform sophisticated Bayesian borrowing analysis for single-arm clinical trials. Incorporate historical control data to improve statistical power while maintaining scientific rigour.
Key Features
- Four established Bayesian borrowing methods
- Interactive parameter adjustment
- Real-time analysis with MCMC sampling
- Method comparison and sensitivity analysis
Getting Started
The application loads with example data (15/50 historical, 8/25 current study). Click “Run Analysis” to see results, or adjust parameters to match your study design.