Econometrics with Machine Learning

Chapter 1 Linear Econometric Models with Machine Learning

Chapter 2 Nonlinear Econometric Models with Machine Learning

Chapter 3 The Use of Machine Learning in Treatment Effect Estimation

Chapter 4 Forecasting with Machine Learning Methods

Chapter 5 Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine Learning Methods

Chapter 7 Fairness in Machine Learning and Econometrics

Chapter 8 Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance

Chapter 9 Poverty, Inequality and Development Studies with Machine Learning

Chapter 10 Machine Learning for Asset Pricing