<p>It contains an example of a design matrix of a logistic model.</p>

datasets

It proposes a novel variable selection approach in classification problem that takes into account the correlations that may exist between the predictors of the design matrix in a high-dimensional logistic model. Our approach consists in rewriting the initial high-dimensional logistic model to remove the correlation between the predictors and in applying the generalized Lasso criterion.

Wencan Zhu

WLogit

Variable Selection in High-Dimensional Logistic Regression
Models using a Whitening Approach

X function

<p>The format is:
 num [1:100, 1:500] -1.576 -0.476 -0.237 -0.398 0.284 ...</p>

X: Example of a design matrix of a logistic model

Description

Usage

Arguments

Format

Examples