Implementation of the Bayesian Discount Prior Approach for Clinical Trials
Bayesian Discount Prior: Historical Data Weight (alpha)
Bayesian Discount Prior: Binomial counts
Bayesian Discount Prior: Two-Arm Linear Regression
Bayesian Discount Prior: Two-Arm Logistic Regression
Bayesian Discount Prior: Gaussian mean values
Bayesian Discount Prior: Survival Analysis
bdpbinomial Object Plot
bdpnormal Object Plot
bdpsurvival Object Plot
Compute cdf of the piecewise exponential distribution
bdpbinomial Object Print
bdplm Object Print
bdpnormal Object Print
bdpsurvival Object Print
Bayesian Discount Prior: Comparison Between Current and Historical Dat...
bdpbinomial Object Summary
bdplm Object Summary
bdpnormal Object Summary
bdpsurvival Object Summary
Functions for data augmentation using the Bayesian discount prior method for single arm and two-arm clinical trials, as described in Haddad et al. (2017) <doi:10.1080/10543406.2017.1300907>. The discount power prior methodology was developed in collaboration with the The Medical Device Innovation Consortium (MDIC) Computer Modeling & Simulation Working Group.
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