run_sae_app {hbsaems} | R Documentation |
Launch the Shiny App for Small Area Estimation using Hierarchical Bayesian
Description
This function launches an interactive Shiny application for performing
Hierarchical Bayesian Small Area Estimation (HBSAE) using the brms
package
with Stan
as the backend for Bayesian inference.
Usage
run_sae_app()
Value
Opens a Shiny app in the web browser. The function does not return a value.
Author(s)
Achmad Syahrul Choir and Arsyka Laila Oktalia Siregar
References
Rao, J. N. K., & Molina, I. (2015). Small Area Estimation. John Wiley & Sons.
Examples
# Launch the HBSAE Shiny application (run interactively only)
if (interactive()) {
run_sae_app()
}
# The function will open an interactive web application in your default browser
# where you can:
# 1. Upload your small area data
# 2. Specify model parameters
# 3. Run Hierarchical Bayesian analysis
# 4. View and download results
# Note: This function requires an interactive R session
# and will open a web browser to display the Shiny application
[Package hbsaems version 0.1.1 Index]