optik: optik

In Kurt: Performs Kurtosis-Based Statistical Analyses

Description

It computes the matrix containing the smallest and largest kurtoses of data projections as well as the corresponding directions.

Usage

optik(data)

Arguments

data	data matrix

Value

kurMAX	kurtosis of the projection maximizing kurtosis
pMAX	projection maximizing kurtosis
dMAX	direction maximizing kurtosis
kurMINbis	kurtosis of the projection minimizing kurtosis
pMINbis	projection minimizing kurtosis
dMINbis	direction minimizing kurtosis

Author(s)

Cinzia Franceschini and Nicola Loperfido

Examples

data(iris)
iris<-data.matrix(iris)#returns the matrix obtained by converting the data frame to numeric mode
optik(iris[,1:4])#starting values of the projections with extreme kurtosis

Kurt documentation built on Sept. 20, 2021, 5:17 p.m.