Normalized Power Prior Bayesian Analysis
Posterior sampling in several commonly used distributions using
normalized power prior as described in
Duan, Ye and Smith (2006) and
Ibrahim et.al. (2015) .
Sampling of the power parameter is achieved via
either independence Metropolis-Hastings or random walk Metropolis-Hastings
based on transformation.