Econometrics and Machine Learning Methods

Catalog description

Statistical and econometric methods for econometrics research. Asymptotic theory; maximum likelihood, instrumental variables, generalized method of moments estimation; linear regression model; resampling methods; machine-learning-based methods (model selection, tree-based models, deep neural network).