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Buch Cover Econometrics with Machine Learning

Springer International Publishing
181.89 € · Hardcover

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

This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarit...

Econometrics with Machine Learning

Springer International Publishing
181.89 € · Paperback

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

This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarit...

Econometrics with Machine Learning

Springer International Publishing
181.89 € · eBook

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

This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarit...

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