GowerProximities: Gower Dissimilarities for mixed types of data

In MultBiplotR: Multivariate Analysis Using Biplots in R

Gower Dissimilarities for mixed types of data

Description

Gower Dissimilarities for mixed types of data

Usage

  GowerProximities(x, y = NULL, Binary = NULL, Classes = NULL,
                   transformation = 3, IntegerAsOrdinal = FALSE, BinCoef
                   = "Simple_Matching", ContCoef = "Gower", NomCoef =
                   "GOW", OrdCoef = "GOW")

Arguments

x	Main data. Distances among rows are calculated if y=NULL. Must be a data frame.
y	Suplementary data matrix. If not NULL the distances among the rows of x and y are calculated. Must be a data frame with the same columns as x.
Binary	A vector containing the binary variables.
Classes	Vector with column types. If NULL the data frame types are used.
transformation	Transformation for the similarities.
IntegerAsOrdinal	Should integer variables be used as ordinal?
BinCoef	Coefficient for the binary data
ContCoef	Coefficient for the continuous data
NomCoef	Coefficient for the nominal data
OrdCoef	Coefficient for the ordinal data

Details

The transformation sqrt(1-S) is applied to the similarity.

Value

An object of class proximities.This has components:

comp1

Description of

Author(s)

Jose Luis Vicente-Villardon

References

J. C. Gower. (1971) A General Coefficient of Similarity and Some of its Properties. Biometrics, Vol. 27, No. 4, pp. 857-871.

Examples

data(spiders)

MultBiplotR documentation built on Nov. 21, 2023, 5:08 p.m.