On Thursday, March 23rd, I will give the third lecture of the PhD course on advanced tools for econometrics, on model selection and variable selection, where we will focus on ridge and lasso regressions . Slides are available online.
The first part was on on Nonlinearities in Econometric models, and the second one on Simulations.