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).