teigen: Model-Based Clustering and Classification with the Multivariate t Distribution
Version 2.2.0

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

Browse man pages Browse package API and functions Browse package files

AuthorJeffrey L. Andrews, Jaymeson R. Wickins, Nicholas M. Boers, Paul D. McNicholas
Date of publication2016-12-07 08:44:00
MaintainerJeffrey L. Andrews <jeff.andrews@ubc.ca>
LicenseGPL (>= 2)
Version2.2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("teigen")

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...

Functions

ckd Man page
covwtC Source code
deltaup Source code
ememinit Source code
estimateTime Source code
maha Source code
modelgen Source code
plot.teigen Man page Source code
predict.teigen Man page Source code
print.summary.teigen Man page Source code
print.teigen Man page Source code
summary.teigen Man page Source code
tBICcalc Source code
tEIGEN Man page
tICLcalc Source code
taginit Source code
tagupdate Source code
tdginit Source code
tdgupdate Source code
teigen Man page Source code
teigen-package Man page
teigen.EM Source code
teigen.parallel Source code
teigenpackage Man page
tfminup Source code
tft Source code
tgivenz Source code
thardrandz Source code
tkmeansz Source code
tlambdaginit Source code
tlambdagupdate Source code
tmuginit Source code
tmugupdate Source code
tngupdate Source code
tpigupdate Source code
tsginit Source code
tsginitc Source code
tsgupdate Source code
tsigmainvup Source code
tsigmaup Source code
tsoftrandz Source code
tuniformz Source code
tvginit Source code
twinit Source code
twupdate Source code
tzupdate Source code
yxf7 Source code
yxf8 Source code

Files

inst
inst/CITATION
src
src/teigen.h
src/covwt.c
src/maha.c
src/teigen.c
NAMESPACE
data
data/ckd.RData
R
R/teigen.R
MD5
DESCRIPTION
ChangeLog
man
man/predict.teigen.Rd
man/summary.teigen.Rd
man/print.teigen.Rd
man/teigen.Rd
man/teigen-package.Rd
man/ckd.Rd
man/plot.teigen.Rd
teigen documentation built on May 29, 2017, 1:58 p.m.