run_sae_app: Launch the Shiny App for Small Area Estimation using...

In hbsaems: Hierarchical Bayes Small Area Estimation Model using 'Stan'

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

hbsaems documentation built on Aug. 8, 2025, 7:28 p.m.