fowlkes

datasets

Provides (weighted) Partial least squares Regression for generalized linear models and repeated k-fold cross-validation of such models using various criteria <arXiv:1810.01005>. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

Frederic Bertrand

plsRglm

Partial Least Squares Regression for Generalized Linear Models

Myriam Maumy-Bertrand

fowlkes function

A data frame with 9949 observations on the following 13 variables.<dl>
<dt>Y</dt>
<dd>binary response</dd>
 <dt>MA</dt>
<dd>a numeric
vector</dd>
 <dt>MW</dt>
<dd>a numeric vector</dd>
 <dt>NE</dt>
<dd>a numeric
vector</dd>
 <dt>NW</dt>
<dd>a numeric vector</dd>
 <dt>PA</dt>
<dd>a numeric
vector</dd>
 <dt>SO</dt>
<dd>a numeric vector</dd>
 <dt>SW</dt>
<dd>a numeric
vector</dd>
 <dt>color</dt>
<dd>a numeric vector</dd>
 <dt>age1</dt>
<dd>a numeric
vector</dd>
 <dt>age2</dt>
<dd>a numeric vector</dd>
 <dt>age3</dt>
<dd>a numeric
vector</dd>
 <dt>sexe</dt>
<dd>a numeric vector</dd>
 
</dl>

Format

Fowlkes dataset — fowlkes

Fowlkes dataset

fowlkes: Fowlkes dataset

Description

Arguments

Format

Examples