DiscriMiner: Tools of the Trade for Discriminant Analysis

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Functions for Discriminant Analysis and Classification purposes covering various methods such as descriptive, geometric, linear, quadratic, PLS, as well as qualitative discriminant analyses

Author
Gaston Sanchez [aut, cre], Charles Determan [ctb]
Date of publication
2013-11-15 00:52:30
Maintainer
Gaston Sanchez <gaston.stat@gmail.com>
License
GPL-3
Version
0.1-29
URLs

View on CRAN

Man pages

betweenCov
Between-class Covariance Matrix
betweenSS
Between-class Sum of Squares Matrix
binarize
Binarize a data frame into a super-indicator matrix
bordeaux
Bordeaux Wines Dataset
classify
Classification function
corRatio
Correlation Ratio
desDA
Descriptive Discriminant Analysis
discPower
Discriminant Power
DiscriMiner-package
Tools of the Trade for Discriminant Analysis
disqual
Discriminant Analysis on Qualitative Variables
easyMCA
Multiple Correspondence Analysis
FRatio
F-Statistic Ratio
geoDA
Geometric Predictive Discriminant Analysis
getWithin
Within-class Covariance Matrix
groupMeans
Group Means
groupMedians
Group Medians
groupQuants
Group Quantiles
groupStds
Group Standard Deviations
groupVars
Group Variances
infarctus
Infarctus dataset
insurance
Insurance Dataset
linDA
Linear Discriminant Analysis
my_plsDA
PLS Discriminant Analysis
plsDA
PLS Discriminant Analysis
plsDA_old
PLS Discriminant Analysis
quaDA
Quadratic Discriminant Analysis
totalCov
Total Covariance Matrix
totalSS
Total Sum of Squares Matrix
withinCov
Within-class Covariance Matrix
withinSS
Within-class Sum of Squares Matrix

Files in this package

DiscriMiner
DiscriMiner/NAMESPACE
DiscriMiner/data
DiscriMiner/data/insurance.rda
DiscriMiner/data/infarctus.rda
DiscriMiner/data/bordeaux.rda
DiscriMiner/R
DiscriMiner/R/linDA.R
DiscriMiner/R/withinCov.R
DiscriMiner/R/my_plsDA_old.R
DiscriMiner/R/print.quada.R
DiscriMiner/R/DiscriMiner-package.R
DiscriMiner/R/totalCov.R
DiscriMiner/R/my_linDA.R
DiscriMiner/R/print.disqual.R
DiscriMiner/R/print.linda.R
DiscriMiner/R/plsDA.R
DiscriMiner/R/my_groupMeans.R
DiscriMiner/R/easyMCA.R
DiscriMiner/R/geoDA.R
DiscriMiner/R/my_betweenCov.R
DiscriMiner/R/withinSS.R
DiscriMiner/R/print.geoda.R
DiscriMiner/R/FRatio.R
DiscriMiner/R/print.desda.R
DiscriMiner/R/plsDA_old.R
DiscriMiner/R/my_verify.R
DiscriMiner/R/my_quaDA.R
DiscriMiner/R/my_tdc.R
DiscriMiner/R/print.plsda.R
DiscriMiner/R/groupStds.R
DiscriMiner/R/groupMeans.R
DiscriMiner/R/binarize.R
DiscriMiner/R/totalSS.R
DiscriMiner/R/my_discFunctions.R
DiscriMiner/R/my_mca.R
DiscriMiner/R/groupVars.R
DiscriMiner/R/corRatio.R
DiscriMiner/R/plot.plsda.R
DiscriMiner/R/groupMedians.R
DiscriMiner/R/betweenSS.R
DiscriMiner/R/discPower.R
DiscriMiner/R/groupQuants.R
DiscriMiner/R/my_plsDA.R
DiscriMiner/R/classify.R
DiscriMiner/R/betweenCov.R
DiscriMiner/R/print.qualmca.R
DiscriMiner/R/disqual.R
DiscriMiner/R/quaDA.R
DiscriMiner/R/my_withinCov.R
DiscriMiner/R/my_geoDA.R
DiscriMiner/R/my_catDA.R
DiscriMiner/R/desDA.R
DiscriMiner/R/getWithin.R
DiscriMiner/MD5
DiscriMiner/DESCRIPTION
DiscriMiner/man
DiscriMiner/man/my_plsDA.Rd
DiscriMiner/man/withinCov.Rd
DiscriMiner/man/withinSS.Rd
DiscriMiner/man/FRatio.Rd
DiscriMiner/man/infarctus.Rd
DiscriMiner/man/discPower.Rd
DiscriMiner/man/groupStds.Rd
DiscriMiner/man/groupMedians.Rd
DiscriMiner/man/desDA.Rd
DiscriMiner/man/betweenSS.Rd
DiscriMiner/man/totalSS.Rd
DiscriMiner/man/corRatio.Rd
DiscriMiner/man/binarize.Rd
DiscriMiner/man/classify.Rd
DiscriMiner/man/totalCov.Rd
DiscriMiner/man/quaDA.Rd
DiscriMiner/man/betweenCov.Rd
DiscriMiner/man/groupQuants.Rd
DiscriMiner/man/plsDA.Rd
DiscriMiner/man/bordeaux.Rd
DiscriMiner/man/DiscriMiner-package.Rd
DiscriMiner/man/linDA.Rd
DiscriMiner/man/groupVars.Rd
DiscriMiner/man/geoDA.Rd
DiscriMiner/man/insurance.Rd
DiscriMiner/man/groupMeans.Rd
DiscriMiner/man/disqual.Rd
DiscriMiner/man/plsDA_old.Rd
DiscriMiner/man/easyMCA.Rd
DiscriMiner/man/getWithin.Rd