R: Normalized Power Prior Bayesian Analysis

# Normalized Power Prior Bayesian Analysis

## Documentation for package ‘NPP’ version 0.7.0

- DESCRIPTION file

## Help Pages

BerMNPP_MCMC1 | MCMC Sampling for Bernoulli Population with Multiple Historical Data using Normalized Power Prior
BerMNPP_MCMC2 | MCMC Sampling for Bernoulli Population of multiple historical data using Normalized Power Prior
BerNPP_MCMC | MCMC Sampling for Bernoulli Population using Normalized Power Prior
BerOMNPP_MCMC1 | MCMC Sampling for Bernoulli Population of multiple ordered historical data using Normalized Power Prior
BerOMNPP_MCMC2 | MCMC Sampling for Bernoulli Population of multiple ordered historical data using Normalized Power Prior
IRTNPP | MCMC Sampling for IRT Model Ability Parameters using Normalized Power Prior
LaplacelogC | A Function to Calculate logC(delta) Based on Laplace Approximation
LMMNPP_MCMC1 | MCMC Sampling for Linear Regression Model of multiple historical data using Normalized Power Prior
LMMNPP_MCMC2 | MCMC Sampling for Linear Regression Model of multiple historical data using Normalized Power Prior
LMNPP_MCMC | MCMC Sampling for Normal Linear Model using Normalized Power Prior
LMOMNPP_MCMC1 | MCMC Sampling for Linear Regression Model of multiple historical data using Ordered Normalized Power Prior
LMOMNPP_MCMC2 | MCMC Sampling for Linear Regression Model of multiple historical data using Ordered Normalized Power Prior
logCdelta | A Function to Interpolate logC(delta) Based on Its Values on Selected Knots
logCknot | A Function to Calculate logC(delta) on Selected Knots
loglikBerD0 | A Function to Calculate Log-likelihood of the Historical Data, Given Matrix-valued Parameters, for Bernoulli Population
loglikNormD0 | A Function to Calculate Log-likelihood of the Historical Data, Given Array-valued Parameters, for Normal Population
ModeDeltaBerNPP | Calculate Posterior Mode of the Power Parameter in Normalized Power Prior with Grid Search, Bernoulli Population
ModeDeltaLMNPP | Calculate Posterior Mode of the Power Parameter in Normalized Power Prior with Grid Search, Normal Linear Model
ModeDeltaMultinomialNPP | Calculate Posterior Mode of the Power Parameter in Normalized Power Prior with Grid Search, Multinomial Population
ModeDeltaNormalNPP | Calculate Posterior Mode of the Power Parameter in Normalized Power Prior with Grid Search, Normal Population
ModeDeltaPoisNPP | Calculate Posterior Mode of the Power Parameter in Normalized Power Prior with Grid Search, Poisson Population
MultinomialNPP_MCMC | MCMC Sampling for Multinomial Population using Normalized Power Prior
NormalNPP_MCMC | MCMC Sampling for Normal Population using Normalized Power Prior
PHData | PH Data on four sites in Virginia
PoiMNPP_MCMC1 | MCMC Sampling for Poisson Population using Normalized Power Prior with Multiple Historical Data
PoiMNPP_MCMC2 | MCMC Sampling for Poisson Population of multiple historical data using Normalized Power Prior
PoiOMNPP_MCMC1 | MCMC Sampling for Poisson Population of multiple ordered historical data using Normalized Power Prior
PoiOMNPP_MCMC2 | MCMC Sampling for Poisson Population of multiple ordered historical data using Normalized Power Prior
PoissonNPP_MCMC | MCMC Sampling for Bernoulli Population using Normalized Power Prior
SPDData | Dataset for Diagnostic Test (PartoSure Test, Medical Device) Evaluation for Spontaneous Preterm Delivery
VaccineData | Dataset of a Vaccine Trial for RotaTeq and Multiple Historical Trials for Control Group