Normalized Power Prior Bayesian Analysis

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Documentation for package ‘NPP’ version 0.6.0

• 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
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