Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST

@article{Fraley2003EnhancedMC,
  title={Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST},
  author={Chris Fraley and Adrian E. Raftery},
  journal={J. Classification},
  year={2003},
  volume={20},
  pages={263-286}
}
Abstract: MCLUST is a software package for model-based clustering, density estimation and discriminant analysis interfaced to the S-PLUS commercial software and the R language. It implements parameterized Gaussian hierarchical clustering algorithms and the EM algorithm for parameterized Gaussian mixture models with the possible addition of a Poisson noise term. Also included are functions that combine hierarchical clustering, EM and the Bayesian Information Criterion (BIC) in comprehensive… CONTINUE READING