Finite Mixture Distributions

Abstract Finite mixture distribution are a particular class of probability distributions that are particularly useful for modeling data thought to contain relatively distinct subgroups of clusters of observations. They can be used as the basis of a cluster analysis of the data via estimation of both, the number of component distributions in the mixture and the parameters of these distributions.