replext {mmirestriktor} | R Documentation |
Launch Replext Simulation Shiny Application
Description
This function creates and launches a Shiny web application for running
simulations related to constrained statistical inference in ANOVA and regression
settings. The application allows users to set various parameters for
replext_t1_c1
and replext_t2_c1
functions and view the resulting simulation
data. The simulation is based on Vanbrabant et al. (2015).
Usage
replext()
Details
The Shiny application consists of a user interface for setting simulation parameters and a server logic to process the simulations. Users can select between different simulation settings (cell blocks), specify parameters, run the simulations, view the results in a table format, and download the results. The application also handles dynamic UI elements based on user selections and manages data downloads.
The app's UI includes:
A sidebar for input parameters and action buttons.
A main panel for displaying simulation results.
The server logic includes:
Rendering parameter input UI based on selected cell block.
Running simulations and storing results.
Rendering and exporting the results table.
Value
A Shiny app object which can be run to start the application.
References
Vanbrabant, Leonard; Van De Schoot, Rens; Rosseel, Yves (2015). Constrained statistical inference: sample-size tables for ANOVA and regression. Frontiers in Psychology, 5. DOI:10.3389/fpsyg.2014.01565. URL: https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01565
Examples
# Launch the Replext Simulation Shiny application
if(interactive()){
replext()
}