binary

Example data set based on a trial with a binary endpoint.

datasets

R implementation of SIDES-based subgroup search algorithms (Lipkovich et al. (2017) <doi:10.1002/sim.7064>).

Alex Dmitrienko

rsides

SIDES-Based Subgroup Search Algorithms

binary function

A data set with 359 observations and 11 variables:<dl>
 <dt><code>outcome</code></dt>
<dd>Binary outcome variable (0 or 1). The value of 1 indicates the beneficial outcome.</dd> <dt><code>treatment</code></dt>
<dd>Binary treatment variable (0 or 1). The values of 0 and 1 correspond to the control and experimental treatments, respectively.</dd> <dt><code>cont1</code></dt>
<dd>Continuous covariate used in the primary analysis model.</dd> <dt><code>cont2</code></dt>
<dd>Continuous covariate used in the primary analysis model.</dd> <dt><code>class1</code></dt>
<dd>Class/categorical covariate used in the primary analysis model.</dd> <dt><code>class2</code></dt>
<dd>Class/categorical covariate used in the primary analysis model.</dd>
 
 <dt><code>biomarker1</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker2</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker3</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker4</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker5</code></dt>
<dd>Nominal biomarker.</dd>
 
 
</dl>

Format

Example data set (binary endpoint) — binary

A data set with 359 observations and 11 variables:<dl>
 <dt><code>outcome</code></dt>
<dd>Binary outcome variable (0 or 1). The value of 1 indicates the beneficial outcome.</dd>

 <dt><code>treatment</code></dt>
<dd>Binary treatment variable (0 or 1). The values of 0 and 1 correspond to the control and experimental treatments, respectively.</dd>

 <dt><code>cont1</code></dt>
<dd>Continuous covariate used in the primary analysis model.</dd>

 <dt><code>cont2</code></dt>
<dd>Continuous covariate used in the primary analysis model.</dd>

 <dt><code>class1</code></dt>
<dd>Class/categorical covariate used in the primary analysis model.</dd>

 <dt><code>class2</code></dt>
<dd>Class/categorical covariate used in the primary analysis model.</dd>
 
 <dt><code>biomarker1</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker2</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker3</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker4</code></dt>
<dd>Numeric biomarker.</dd>
 
 <dt><code>biomarker5</code></dt>
<dd>Nominal biomarker.</dd>
 
 
</dl>

binary: Example data set (binary endpoint)

Description

Usage

Arguments

Format