teigen: Model-Based Clustering and Classification with the Multivariate t Distribution

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Fits mixtures of multivariate t-distributions (with eigen-decomposed covariance structure) via the expectation conditional-maximization algorithm under a clustering or classification paradigm.

Author
Jeffrey L. Andrews, Jaymeson R. Wickins, Nicholas M. Boers, Paul D. McNicholas
Date of publication
2016-12-07 08:44:00
Maintainer
Jeffrey L. Andrews <jeff.andrews@ubc.ca>
License
GPL (>= 2)
Version
2.2.0

View on CRAN

Man pages

ckd
Indian Chronic Kidney Disease Data
plot.teigen
plot.teigen: Plotting Function for tEIGEN Objects
predict.teigen
predict.teigen: Predicting Function for tEIGEN Objects
print.teigen
print.teigen: Print Function for tEIGEN Objects
summary.teigen
summary.teigen: Summary Function for tEIGEN Objects
teigen
teigen: Function for Model-Based Clustering and...
teigen-package
teigen: Model-Based Clustering and Classification with the...

Files in this package

teigen
teigen/inst
teigen/inst/CITATION
teigen/src
teigen/src/teigen.h
teigen/src/covwt.c
teigen/src/maha.c
teigen/src/teigen.c
teigen/NAMESPACE
teigen/data
teigen/data/ckd.RData
teigen/R
teigen/R/teigen.R
teigen/MD5
teigen/DESCRIPTION
teigen/ChangeLog
teigen/man
teigen/man/predict.teigen.Rd
teigen/man/summary.teigen.Rd
teigen/man/print.teigen.Rd
teigen/man/teigen.Rd
teigen/man/teigen-package.Rd
teigen/man/ckd.Rd
teigen/man/plot.teigen.Rd