runSimulation

This internal function manages the simulation process in a Shiny app environment.
It dynamically selects the appropriate simulation function based on the selected cell block
and passes user inputs to this function. The function also handles the setting of a random
number seed, if provided, to ensure reproducibility of results.

internal

Addressing crucial research questions often necessitates a small
sample size due to factors such as distinctive target populations, rarity
of the event under study, time and cost constraints, ethical concerns, or
group-level unit of analysis. Many readily available analytic methods,
however, do not accommodate small sample sizes, and the choice of the best
method can be unclear. The 'npboottprm' package enables the execution of
nonparametric bootstrap tests with pooled resampling to help fill this gap.
Grounded in the statistical methods for small sample size studies detailed
in Dwivedi, Mallawaarachchi, and Alvarado (2017) <doi:10.1002/sim.7263>, the
package facilitates a range of statistical tests, encompassing independent
t-tests, paired t-tests, and one-way Analysis of Variance (ANOVA) F-tests.
The nonparboot() function undertakes essential computations, yielding
detailed outputs which include test statistics, effect sizes, confidence
intervals, and bootstrap distributions. Further, 'npboottprm' incorporates
an interactive 'shiny' web application, nonparboot_app(), offering intuitive,
user-friendly data exploration.

Mackson Ncube

npboottprm

Nonparametric Bootstrap Test with Pooled Resampling

mightymetrika, LLC 

runSimulation function

<dl><dt>input</dt>
<dd>A list of inputs gathered from the Shiny app's UI, including the selected
cell block and other parameters necessary for the simulation.</dd></dl>

Arguments

Execute Simulation Based on User Inputs — runSimulation

<dl>

<dt>input</dt>
<dd>A list of inputs gathered from the Shiny app's UI, including the selected
cell block and other parameters necessary for the simulation.</dd>

</dl>

runSimulation: Execute Simulation Based on User Inputs

Description

Usage

Value

Arguments