Self-Tuned Rejection Sampling within Gibbs and a Case Study in Small Area Estimation

Andrew M. Raim, Kyle M. Irimata, James A. Livsey

When formulating a Gibbs sampler, some conditionals may be unfamiliar distributions without well-known variate generation routines. Rejection sampling may be used to draw from such…