Corpus ID: 123709149

MCLUST Version 3 for R: Normal Mixture Modeling and Model-Based Clustering †

@inproceedings{Fraley2007MCLUSTV3,
  title={MCLUST Version 3 for R: Normal Mixture Modeling and Model-Based Clustering †},
  author={Chris Fraley and Adrian E. Raftery},
  year={2007}
}

Chris Fraley, Adrian E. Raftery

Published 2007

Computer Science

MCLUST is a contributed R package for normal mixture modeling and model-based clustering. It provides functions for parameter estimation via the EM algorithm for normal mixture models with a variety of covariance structures, and functions for simulation from these models. Also included are functions that combine model-based hierarchical clustering, EM for mixture estimation and the Bayesian Information Criterion (BIC) in comprehensive strategies for clustering, density estimation and… CONTINUE READING

View PDF

Save to Library

Create Alert

Cite

Launch Research Feed

Create an AI-powered research feed to stay up to date with new papers like this posted to ArXiv