catdesshiny: Categories description

In husson/Factoshiny: Perform Factorial Analysis from 'FactoMineR' with a Shiny Application

Categories description

Description

Description of the categories of one factor by categorical variables and/or by quantitative variables

Usage

catdesshiny(X)

Arguments

X	a data frame made up of at least one categorical variables and a set of quantitative variables and/or categorical variables

Value

Returns a list including:

test.chi	The categorical variables which characterized the factor are listed in ascending order (from the one which characterized the most the factor to the one which significantly characterized with the proba proba
category	description of each category of the num.var by each category of all the categorical variables
quanti.var	the global description of the num.var variable by the quantitative variables with the square correlation coefficient and the p-value of the F-test in a one-way analysis of variance (assuming the hypothesis of homoscedsticity)
quanti	the description of each category of the num.var variable by the quantitative variables.

Author(s)

Etienne Lancelle, Francois Husson [e-mail]

References

Husson, F., Le, S. and Pages, J. (2010). Exploratory Multivariate Analysis by Example Using R, Chapman and Hall. Lebart, L., Morineau, A. and Piron, M. (1995) Statistique exploratoire multidimensionnelle, Dunod.

See Also

catdes

Examples

## Not run: 
require(FactoMineR)
data(wine)
catdesshiny(wine)

## End(Not run)

husson/Factoshiny documentation built on Jan. 19, 2025, 11:42 a.m.