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Content
2022
- 1-39 Linear Econometric Models with Machine Learning
In: Econometrics with Machine Learning
by Felix Chan & László Mátyás - 1-46 An Introduction to the Econometrics of Program Evaluation
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 41-78 Nonlinear Econometric Models with Machine Learning
In: Econometrics with Machine Learning
by Felix Chan & Mark N. Harris & Ranjodh B. Singh & Wei (Ben) Ern Yeo - 47-152 Methods Based on Selection on Observables
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 79-109 The Use of Machine Learning in Treatment Effect Estimation
In: Econometrics with Machine Learning
by Robert P. Lieli & Yu-Chin Hsu & Ágoston Reguly - 111-149 Forecasting with Machine Learning Methods
In: Econometrics with Machine Learning
by Marcelo C. Medeiros - 151-175 Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine Learning Methods
In: Econometrics with Machine Learning
by William Crown - 153-216 Methods Based on Selection on Unobservables
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 177-215 Econometrics of Networks with Machine Learning
In: Econometrics with Machine Learning
by Oliver Kiss & Gyorgy Ruzicska - 217-250 Fairness in Machine Learning and Econometrics
In: Econometrics with Machine Learning
by Samuele Centorrino & Jean-Pierre Florens & Jean-Michel Loubes - 217-299 Local Average Treatment Effect and Regression-Discontinuity-Design
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 251-290 Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance
In: Econometrics with Machine Learning
by Ekaterina Seregina - 291-335 Poverty, Inequality and Development Studies with Machine Learning
In: Econometrics with Machine Learning
by Walter Sosa-Escudero & Maria Victoria Anauati & Wendy Brau - 301-322 Difference-in-Differences with Many Pre- and Post-Treatment Times
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 323-340 Synthetic Control Method
In: Econometric Evaluation of Socio-Economic Programs
by Giovanni Cerulli - 337-366 Machine Learning for Asset Pricing
In: Econometrics with Machine Learning
by Jantje Sönksen