DiscAnalysis: Discriminant Analysis

In andresfpc/AMUN: Analisis Multivariado Universidad Nacional de Colombia (AMUN)

Description

Sometimes it is required to assign an individual in one of many groups, to do that there consider the classification rule based on an index called lineal discriminate function Morrison(2005). This program computes the discriminate scores, the classification table and finally the misclassification percentage.

Usage

DiscAnalysis(X)

Arguments

X	a data matrix which last column must be the classification column

Value

Score	the value of the discriminate score
ClassificationTable	a table with the classification according with the discriminate score
MisClassificationPerc	Misclassification percentage

Author(s)

Jesus Gonzalez <[e-mail]>, Andres Palacios <[e-mail]>, Campo Elias Pardo <[e-mail]>

References

Morrison, D. F. (2005), Multivariate statistical methods, Series in Probabilty and Statistics, 4 edn, McGraw-Hill, New York.

Examples

data(iris)
X <- iris[1:100, ]

DiscAnalysis(X)

andresfpc/AMUN documentation built on May 12, 2019, 3:36 a.m.