BayesianHybridDesign

Bayesian Hybrid Design and Analysis

Instructions to download and install

#Install devtools if not installed

install.packages("devtools")

#Install BayesianHybridDesign

devtools::install_github("phe9480/BayesianHybridDesign")

#To browse the package functions, type help(package="BayesianHybridDesign")

Copy Link

Version

Install

install.packages('BayesianHybridDesign')

Version

0.1.0

License

GPL-3

Maintainer

Zhaohua Lu

Last Published

February 6th, 2026

Functions in BayesianHybridDesign (0.1.0)

runSAM

Generating Operating Characteristics of SAM Priors

plotDPP

Plot a DPP Object

support

Support of Distributions

explore.power.DPP

Explore Power Across Multiple Scenarios for a Bayesian Hybrid Design

EESS

Bayesian Hybrid Design

DPP.analysis

Analysis of a Study Using Bayesian Hybrid Design using Dynamic Power Prior Framework

SAM_prior

Calculating SAM priors

Frequentist.Analysis

Statistical Analysis Using Frequentist Method

SAM_weight

Calculating Mixture Weight of SAM Priors

Bayesian.Hybrid.Analysis

Statistical Analysis for a Bayesian Hybrid Design

DPP

Bayesian Hybrid Design using Dynamic Power Prior Framework

Two.Prop.Test.Sample.Size

Sample Size for Comparing Two Proportions

calibration

Calibration for Bayesian Hybrid Design

borrow.wt

Calculate Borrowing Weights from Historical Data

fisher.power

Power Calculation by Fisher's Exact Test

exactci

Clopper-Pearson Exact Confidence Interval for a Binomial Proportion

fisher.bound

Calculate Rejection Boundary for Fisher's Exact Test

power.binom.test

Power Calculation for the Exact Binomial Test

fisher

Fisher's Exact Test for a 2x2 Contingency Table

runCalibratedSAM

Run a Calibrated Simulation Using SAM Priors

plotPMD

Plot Posterior Mean Difference (PMD) Distributions

power.DPP

Power Calculation for Bayesian Hybrid Design