Older Version of MCLUST / EMCLUST

Chris Fraley Adrian Raftery
Department of Statistics, University of Washington

Sponsored by the Office of Naval Research under contracts N00014-96-1-0192 and N00014-96-1-0330.

Model-based clustering and discriminant analysis, including hierarchical clustering and EM for parameterized Gaussian mixtures + Poisson noise.
Written in Fortran and interfaced to the S-PLUS commercial software package and the R language R language information.

Not for commercial use or distribution except by agreement with the University of Washington.

NOTE: the function 'mhtree' for hierarchical clustering in MCLUST supercedes the function 'mclust' in commercial S-PLUS

older version MCLUST: S-PLUS for UNIX/Linux (gzipped tar file) (154k bytes) [do not use on Compaq Alpha]
older version MCLUST: S-PLUS 2000 for Windows (WinZip) (248k bytes )
older version MCLUST: R port (courtesy of Ron Wehrens)

MCLUST: Software for Model-Based Clustering and Discriminant Analysis
(gzipped postscript 510k) (PDF 178k)
Chris Fraley and Adrian E. Raftery.
Technical Report no. 342, Department of Statistics, University of Washington, November 1998.
shortened version: MCLUST: Software for Model-Based Cluster Analysis,
Journal of Classification 16:297-306 (1999).