mst4armSimData

A simulated multisite trial dataset containing 10 schools and 1,000 pupils.
This is a 4-arm trial design with one control group and three intervention groups.

datasets

Simulating multi-arm cluster-randomized, multi-site, and simple randomized trials. Includes functions for conducting multilevel analyses using both Bayesian and Frequentist methods. Supports futility and superiority analyses through Bayesian approaches, along with visualization tools to aid interpretation and presentation of results.

Mohammad Sayari

epts

Educational Platform Trials Simulator

Akansha Singh

Germaine Uwimpuhwe

Jochen Einbeck

mst4armSimData function

A data frame with 1,000 rows and 7 variables:<dl>
<dt>pupils</dt>
<dd>Identifier for each pupil</dd><dt>schools</dt>
<dd>Identifier for each school</dd><dt>interventions</dt>
<dd>Treatment assignment coded as 0 for control and 1–3 for intervention groups</dd><dt>pretest</dt>
<dd>Pre-test scores</dd><dt>gender</dt>
<dd>Binary gender</dd><dt>ethnicity</dt>
<dd>Ethnicity (3-level categorical)</dd><dt>posttest</dt>
<dd>Post-test scores</dd>
</dl>

Format

Simulated 4-Arm Multisite Trial (MST) Data — mst4armSimData

A data frame with 1,000 rows and 7 variables:<dl>
<dt>pupils</dt>
<dd>Identifier for each pupil</dd>

<dt>schools</dt>
<dd>Identifier for each school</dd>

<dt>interventions</dt>
<dd>Treatment assignment coded as 0 for control and 1–3 for intervention groups</dd>

<dt>pretest</dt>
<dd>Pre-test scores</dd>

<dt>gender</dt>
<dd>Binary gender</dd>

<dt>ethnicity</dt>
<dd>Ethnicity (3-level categorical)</dd>

<dt>posttest</dt>
<dd>Post-test scores</dd>


</dl>

mst4armSimData: Simulated 4-Arm Multisite Trial (MST) Data

Description

Usage

Arguments

Format