replext: Replext Simulation Shiny App

In npboottprm: Nonparametric Bootstrap Test with Pooled Resampling

Replext Simulation Shiny App

Description

This application attempts to replicate and extend the simulation results from the paper by Dwivedi et al. (2017). The application includes a user interface for selecting simulation parameters and a server logic to process the simulation and handle user interactions.

Usage

replext()

Details

The app's user interface consists of:

• A dropdown menu to select a cell block for the simulation, which is populated using the getCellBlocks function.

• Dynamic UI elements for inputting simulation parameters, generated based on the selected cell block.

• A button to run the simulation.

• A download button to export the simulation results.

The server logic of the app handles:

• Rendering the dynamic UI elements for simulation parameters.

• Observing the simulation run event and processing the simulation using the runSimulation function.

• Rendering a table to display the simulation results.

• Handling the data download request and exporting the results as a CSV file.

Value

A Shiny app object which can be run to start the application.

References

Dwivedi AK, Mallawaarachchi I, Alvarado LA. Analysis of small sample size studies using nonparametric bootstrap test with pooled resampling method. Stat Med. 2017 Jun 30;36(14):2187-2205. doi: 10.1002/sim.7263. Epub 2017 Mar 9. PMID: 28276584.

Examples

if(interactive()){
  replext()
}

npboottprm documentation built on Sept. 13, 2024, 5:06 p.m.