correlation

A small synthetic dataset included with AssumpSure for demonstrating
correlation analysis in the Correlation tab.

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

correlation function

A CSV file with 33 rows and 12 columns:<dl>
<dt>sample_id</dt>
<dd>Sample identifier.</dd><dt>mpg</dt>
<dd>Miles per gallon.</dd><dt>cyl</dt>
<dd>Number of cylinders.</dd><dt>disp</dt>
<dd>Displacement (cu. in.).</dd><dt>hp</dt>
<dd>Gross horsepower.</dd><dt>drat</dt>
<dd>Rear axle ratio.</dd><dt>wt</dt>
<dd>Weight (1000 lbs).</dd><dt>qsec</dt>
<dd>1/4 mile time.</dd><dt>vs</dt>
<dd>Engine shape (0 = V-shaped, 1 = straight).</dd><dt>am</dt>
<dd>Transmission (0 = automatic, 1 = manual).</dd><dt>gear</dt>
<dd>Number of forward gears.</dd><dt>carb</dt>
<dd>Number of carburetors.</dd>
</dl>

Format

Example Dataset for correlation — correlation

A CSV file with 33 rows and 12 columns:<dl>
<dt>sample_id</dt>
<dd>Sample identifier.</dd>

<dt>mpg</dt>
<dd>Miles per gallon.</dd>

<dt>cyl</dt>
<dd>Number of cylinders.</dd>

<dt>disp</dt>
<dd>Displacement (cu. in.).</dd>

<dt>hp</dt>
<dd>Gross horsepower.</dd>

<dt>drat</dt>
<dd>Rear axle ratio.</dd>

<dt>wt</dt>
<dd>Weight (1000 lbs).</dd>

<dt>qsec</dt>
<dd>1/4 mile time.</dd>

<dt>vs</dt>
<dd>Engine shape (0 = V-shaped, 1 = straight).</dd>

<dt>am</dt>
<dd>Transmission (0 = automatic, 1 = manual).</dd>

<dt>gear</dt>
<dd>Number of forward gears.</dd>

<dt>carb</dt>
<dd>Number of carburetors.</dd>


</dl>

correlation: Example Dataset for correlation

Description

Arguments

Format

Details

Examples