Skip to content

dungtsa/BayesianPredictiveFutility

Repository files navigation

BayesianPredictiveFutility

The tool provides futility interim analysis plan using the Bayesian predictive design in single arm early phase II clinical trial. It also generates statistical plan so clinicians could easily incorporate it into the clinical trial protocol. (reference: Application of Bayesian predictive probability for interim analysis in single-arm early phase II trial. Chen et al; submitted).

Features

  • The shiny applictaion provides futility interim analysis plan for the Bayesian predictive design design in single arm early phase II clinical trial and generates a statistical plan to be easily incorporated into the clinical trial protocol.

Installation

Simply run the following from an R console:

if (!require("devtools"))
  install.packages("devtools")
devtools::install_github("dungtsa/BayesianPredictiveFutility",force = TRUE)

Getting Started

library("BayesianPredictiveFutility")
Bayesian_Predictive_App()

Procedure of BayesianPredictiveFutility R Shiny App
snapshot of shiny app: initial


Example of two-stage case Example of two-stage case


Example of three-stage case Example of three-stage case


Example of multi-stage case Example of multi-stage case

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published