diabet

This dataset contains part of the Diabetes Dataset (see References), courtesy of Dr John Schorling from the Department of Medicine, University of Virginia School of Medicine.
This version contains 3 variables on 403 subjects interviewed to understand the prevalence of several cardiovascular risks factors in central Virginia for African Americans.

Provides estimations of the Receiver Operating Characteristic (ROC) curve and the Area Under the Curve (AUC) based on the two-stages mixed-subjects ROC curve estimator (Diaz-Coto et al. (2020) <doi:10.1515/ijb-2019-0097> and Diaz-Coto et al. (2020) <doi:10.1080/00949655.2020.1736071>).

Susana Diaz-Coto

sMSROC

Assessment of Diagnostic and Prognostic Markers

diabet function

A data frame with 403 observations on the following 3 variables.<dl>
 <dt><code>stab.glu</code></dt>
<dd>a numeric vector indicating the level of stabilized glucose.</dd> <dt><code>glyhb</code></dt>
<dd>a numeric vector indicating the level of glycosolated hemoglobin.</dd> <dt><code>age</code></dt>
<dd>age in years of the participants.</dd> <dt><code>diab</code></dt>
<dd>a numeric vector indicating whether the subject is diagnosed as diabetic (value = 1) or not (value = 0).</dd> 
</dl>

Format

Diabetes dataset — diabet

A data frame with 403 observations on the following 3 variables.<dl>
 <dt><code>stab.glu</code></dt>
<dd>a numeric vector indicating the level of stabilized glucose.</dd>

 <dt><code>glyhb</code></dt>
<dd>a numeric vector indicating the level of glycosolated hemoglobin.</dd>

 <dt><code>age</code></dt>
<dd>age in years of the participants.</dd>

 <dt><code>diab</code></dt>
<dd>a numeric vector indicating whether the subject is diagnosed as diabetic (value = 1) or not (value = 0).</dd>

 
</dl>

diabet: Diabetes dataset

Description

Usage

Arguments

Format

Details

References

Examples