infants

A simulated dataset included with the AssumpSure package and used by the Shiny app
for demonstration and testing.

A 'shiny' application to assess statistical assumptions and guide users toward appropriate tests. The app is designed for researchers with minimal statistical training and provides diagnostics, plots, and test recommendations for a wide range of analyses. Many statistical assumptions are implemented using the package 'rstatix' (Kassambara, 2019) <doi:10.32614/CRAN.package.rstatix> and 'performance' (Lüdecke et al., 2021) <doi:10.21105/joss.03139>.

Ahmed Bargheet

AssumpSure

'shiny' Application for Statistical Test Assumption Checking and
Guidance

infants function

A CSV file with 251 rows and 12 columns:<dl>
<dt>infant_id</dt>
<dd>Participant identifier.</dd><dt>Treatment</dt>
<dd>Treatment group.</dd><dt>timepoint</dt>
<dd>Measurement time point.</dd><dt>gender</dt>
<dd>Participant gender.</dd><dt>born_method</dt>
<dd>Method of delivery.</dd><dt>country</dt>
<dd>Participant country.</dd><dt>fortified</dt>
<dd>Whether the participant received fortification.</dd><dt>nutrients</dt>
<dd>Whether the participant received nutrients.</dd><dt>diarrhea</dt>
<dd>Whether the participant experienced diarrhea.</dd><dt>weight</dt>
<dd>Participant weight.</dd><dt>count</dt>
<dd>Bacterial richness count.</dd><dt>height</dt>
<dd>Participant height.</dd>
</dl>

Format

Sample Infant Dataset (CSV) — infants

A CSV file with 251 rows and 12 columns:<dl>
<dt>infant_id</dt>
<dd>Participant identifier.</dd>

<dt>Treatment</dt>
<dd>Treatment group.</dd>

<dt>timepoint</dt>
<dd>Measurement time point.</dd>

<dt>gender</dt>
<dd>Participant gender.</dd>

<dt>born_method</dt>
<dd>Method of delivery.</dd>

<dt>country</dt>
<dd>Participant country.</dd>

<dt>fortified</dt>
<dd>Whether the participant received fortification.</dd>

<dt>nutrients</dt>
<dd>Whether the participant received nutrients.</dd>

<dt>diarrhea</dt>
<dd>Whether the participant experienced diarrhea.</dd>

<dt>weight</dt>
<dd>Participant weight.</dd>

<dt>count</dt>
<dd>Bacterial richness count.</dd>

<dt>height</dt>
<dd>Participant height.</dd>


</dl>

infants: Sample Infant Dataset (CSV)

Description

Arguments

Format

Details

Examples