Likelihood Inflating Sampling Algorithm

Reihaneh Entezari, Radu V. Craiu, Jeffrey S. Rosenthal

Markov Chain Monte Carlo (MCMC) sampling from a posterior distribution corresponding to a massive data set can be computationally prohibitive since producing one sample requires a…