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

REPORT published 1 September 2006

Authors: Chris Fraley | Adrian E. Raftery

Mixture-Based Classification

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

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

REPORT published 1 October 2002

Authors: Chris Fraley | Adrian E. Raftery

Finite Mixture Models

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering

REPORT published 4 August 2005

Authors: Chris Fraley | Adrian E. Raftery

Visualizing Gaussian Mixture Models

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

Model-Based Clustering

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

Model-Based Density Estimation

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

Miscellanea

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

Introduction

BOOK CHAPTER published 21 March 2023 in Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Adrian E. Raftery

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

JOURNAL ARTICLE published September 2003 in Journal of Classification

Authors: Chris Fraley | Adrian E. Raftery

Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering

JOURNAL ARTICLE published September 2007 in Journal of Classification

Authors: Chris Fraley | Adrian E. Raftery

MCLUST: Software for Model-Based Cluster Analysis

JOURNAL ARTICLE published July 1999 in Journal of Classification

Authors: Chris Fraley | Adrian E. Raftery

Model-based Methods of Classification: Using themclustSoftware in Chemometrics

JOURNAL ARTICLE published 2007 in Journal of Statistical Software

Authors: Chris Fraley | Adrian Raftery

Model-Based Clustering, Classification, and Density Estimation Using mclust in R

MONOGRAPH published 21 March 2023

Authors: Luca Scrucca | Chris Fraley | T. Brendan Murphy | Raftery Adrian E.

Incremental Model-Based Clustering for Large Datasets With Small Clusters

REPORT published 10 December 2003

Authors: Chris Fraley | Adrian Raftery | Ron Wehrensy

Incremental Model-Based Clustering for Large Datasets With Small Clusters

JOURNAL ARTICLE published 1 September 2005 in Journal of Computational and Graphical Statistics

Authors: Chris Fraley | Adrian Raftery | Ron Wehrens

Model-Based Clustering for Image Segmentation and Large Datasets Via Sampling

REPORT published 13 February 2003

Authors: Ron Wehrens | Lutgarde M. Buydens | Chris Fraley | Adrian E. Raftery

mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

JOURNAL ARTICLE published 2016 in The R Journal

Authors: Luca Scrucca | Michael Fop | T.,Brendan Murphy | Adrian,E. Raftery

Linear flaw detection in woven textiles using model-based clustering

JOURNAL ARTICLE published December 1997 in Pattern Recognition Letters

Authors: J.G Campbell | C Fraley | F Murtagh | A.E Raftery