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DiscriMiner (version 0.1-25)

Tools of the Trade for Discriminant Analysis

Description

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

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Version

Install

install.packages('DiscriMiner')

Monthly Downloads

21

Version

0.1-25

License

GPL-3

Maintainer

Gaston Sanchez

Last Published

June 20th, 2013

Functions in DiscriMiner (0.1-25)

FRatio

F-Statistic Ratio
DiscriMiner-package

Tools of the Trade for Discriminant Analysis
bordeaux

Bordeaux Wines Dataset
desDA

Descriptive Discriminant Analysis
groupMeans

Group Means
quaDA

Quadratic Discriminant Analysis
totalCov

Total Covariance Matrix
binarize

Binarize a data frame into a super-indicator matrix
infarctus

Infarctus dataset
groupVars

Group Variances
groupStds

Group Standard Deviations
classify

Classification function
totalSS

Total Sum of Squares Matrix
discPower

Discriminant Power
linDA

Linear Discriminant Analysis
easyMCA

Multiple Correspondence Analysis
withinCov

Within-class Covariance Matrix
getWithin

Within-class Covariance Matrix
betweenCov

Between-class Covariance Matrix
corRatio

Correlation Ratio
insurance

Insurance Dataset
plsDA

PLS Discriminant Analysis
my_plsDA

PLS Discriminant Analysis
geoDA

Geometric Predictive Discriminant Analysis
groupQuants

Group Quantiles
groupMedians

Group Medians
betweenSS

Between-class Sum of Squares Matrix
disqual

Discriminant Analysis on Qualitative Variables
plsDA_old

PLS Discriminant Analysis
withinSS

Within-class Sum of Squares Matrix