VarSelection-class {LinkHD} | R Documentation

## class VarSelection

### 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

- Variables return all the selected variables (and the frecuency of selection).

- Coordinates represent the coordenates (Betas coeeficients on LM) of the selected variables.

- VarTable data.frame indicating which table selected variables come from.

- values data.frame contains the R2 or pvalue (fdr) of selected variables (it depends of the Crit used).

### Accesors

- Variables return all the selected variables (and the frecuency of selection).

- Coordinates represent the coordenates (Betas coeeficients on LM) of the selected variables.

- VarTable dataframe indicating the table that each selected variable comes from.

- values data.frame which contains the R2 or pvalue (fdr) of selected variables (it depends of the Crit used).

### 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

    {
    showClass('VarSelection')
    }

[Package LinkHD version 1.4.0 Index]