Compare Penalized Estimation Methods

About This Application

This interactive Shiny application allows users to compare different penalized estimation methods in statistical modeling. The app provides:

Key Features:

• Interactive Parameter Selection - Adjust penalty parameters and compare results
• Real-time Visualization - See how different methods perform with your data
• Method Comparison - Side-by-side comparison of estimation techniques
• Educational Tool - Perfect for teaching penalized regression concepts