Parsimonious and Efficient Likelihood Composition by Gibbs Sampling

Davide Ferrari, Guoqi Qian

The traditional maximum likelihood estimator (MLE) is often of limited use in complex high-dimensional data due to the intractability of the underlying likelihood function. Maximum…