SpencerPao/Ridge-Lasso-ElasticNet

Introduction to Ridge, Lasso, and Elastic Net Regression

Details on the Penalized Regression Methods

Relevant Data

• Boston Data

Lasso Regression

• Lasso Regression Theory
• Lasso Regression Application

Ridge Regression

• Ridge Regression Part 1
• Ridge Regression Part 2
• Ridge Regression Theory

Elastic Net Regression

• Elastic Net Regression Application
• Elastic Net Regression Theory