VarSelection-Class: class VarSelection

Description Features Fields Accesors VarSelection-class-general-functions References Examples

Description

Class VarSelection S4 class (linkHD: integrating multiple heterogeneous datasets) VarSelection is a class to perform variable selection from a DistStatis object.

Features

  1. class to perform variable selection using Linear Regression Biplot onto the Compromise-Subespace

  2. This method allow variable selection and classification

Fields

Accesors

VarSelection-class-general-functions

print

Generated basic output for VarSelection class

@author Laura M Zingaretti

References

  1. Gabriel, K. (1971). The biplot graphic display of matrices with application to principal component analysis. Biometrika 58(3), 453–467.

  2. Gower, J. & Hand, D. (1996). Biplots, Monographs on statistics and applied probability. 54. London: Chapman and Hall., 277 pp.

Examples

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{
showClass('VarSelection')
}

lauzingaretti/LinkHD-examples documentation built on Dec. 21, 2021, 9:42 a.m.