Bayesian Hybrid Design and Analysis

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Documentation for package ‘BayesianHybridDesign’ version 0.1.0

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Bayesian.Hybrid.Analysis Statistical Analysis for a Bayesian Hybrid Design
borrow.wt Calculate Borrowing Weights from Historical Data
calibration Calibration for Bayesian Hybrid Design
DPP Bayesian Hybrid Design using Dynamic Power Prior Framework
DPP.analysis Analysis of a Study Using Bayesian Hybrid Design using Dynamic Power Prior Framework
EESS Bayesian Hybrid Design
exactci Clopper-Pearson Exact Confidence Interval for a Binomial Proportion
explore.power.DPP Explore Power Across Multiple Scenarios for a Bayesian Hybrid Design
fisher Fisher's Exact Test for a 2x2 Contingency Table
fisher.bound Calculate Rejection Boundary for Fisher's Exact Test
fisher.power Power Calculation by Fisher's Exact Test
Frequentist.Analysis Statistical Analysis Using Frequentist Method
plotDPP Plot a DPP Object
plotPMD Plot Posterior Mean Difference (PMD) Distributions
power.binom.test Power Calculation for the Exact Binomial Test
power.DPP Power Calculation for Bayesian Hybrid Design
runCalibratedSAM Run a Calibrated Simulation Using SAM Priors
runSAM Generating Operating Characteristics of SAM Priors
runSAM.betaMix Generating Operating Characteristics of SAM Priors
runSAM.normMix Generating Operating Characteristics of SAM Priors
SAM_prior Calculating SAM priors
SAM_prior.betaMix Calculating SAM priors
SAM_prior.gammaMix Calculating SAM priors
SAM_prior.normMix Calculating SAM priors
SAM_weight Calculating Mixture Weight of SAM Priors
SAM_weight.betaMix Calculating Mixture Weight of SAM Priors
SAM_weight.gammaMix Calculating Mixture Weight of SAM Priors
SAM_weight.normMix Calculating Mixture Weight of SAM Priors
Two.Prop.Test.Sample.Size Sample Size for Comparing Two Proportions