NPP

swMATH40841CRANNPPMaRDI QIDQ1354505

Normalized Power Prior Bayesian Analysis

Zifei Han

Last update: 12 December 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 0.4.0, 0.1.0, 0.2.0, 0.3.0, 0.5.0, 0.6.0

Source code repository: https://github.com/cran/NPP

Description

Posterior sampling in several commonly used distributions using normalized power prior as described in Duan, Ye and Smith (2006) <doi:10.1002/env.752> and Ibrahim et.al. (2015) <doi:10.1002/sim.6728>. Sampling of the power parameter is achieved via either independence Metropolis-Hastings or random walk Metropolis-Hastings based on transformation.

Cites work

• Evaluating water quality using power priors to incorporate historical information
• The power prior: theory and applications

Described by source

• Normalized power prior Bayesian analysis

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