Econometrics with Machine Learning

edited by Felix Chan, László Mátyás

Linear Econometric Models with Machine Learning -- Nonlinear Econometric Models with Machine Learning -- The Use of Machine Learning in Treatment Effect Estimation.-Forecasting with Machine Learning Methods.-Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine Learning Methods -- Econometrics of Networks with Machine Learning -- Fairness in Machine Learning and Econometrics -- Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance -- Poverty, Inequality and Development Studies with Machine Learning -- Machine Learning for Asset Pricing.

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Year of publication:	2022
Other Persons:	Chan, Felix (ed.) ; Mátyás, László (ed.)
Publisher:	2022.: Cham : Springer International Publishing 2022.: Cham : Imprint: Springer
Subject:	Machine Learning and causality \| Linear models \| Non-linear models \| Econometric forecasting and prediction \| Policy evaluation \| Network data \| Poverty \| Inequality \| Machine learning in Finance \| Empirical applications \| Testing statistical hypotheses \| Big data \| Econometric techniques \| Modelling macroeconomic relations \| Discrete Choice models \| Künstliche Intelligenz \| Artificial intelligence \| Prognoseverfahren \| Forecasting model \| Ökonometrie \| Econometrics \| Schätztheorie \| Estimation theory \| Big Data \| Armut \| Maschinelles Lernen
Published items:	10 hits in ECONIS - Online Catalogue of the ZBW