Machine Learning (Lasso)

Summer School, Lima School of Economics, Universidad de Piura, 2023

 

A mini-course on Lasso methods for estimation and inference in Econometrics.

Materials

Lecture Notes

R Labs:

  1. BIC: HTML, RMD
  2. Lasso and many regressors with growth data: HTML, RMD
  3. Lasso and many IVs with eminent domain data: HTML, RMD
  4. Lasso and many controls with property rights data: HTML, RMD