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Econometrics with Machine Learning

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Cover of 'Econometrics with Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Linear Econometric Models with Machine Learning
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    Chapter 2 Nonlinear Econometric Models with Machine Learning
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    Chapter 3 The Use of Machine Learning in Treatment Effect Estimation
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    Chapter 4 Forecasting with Machine Learning Methods
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    Chapter 5 Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine Learning Methods
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    Chapter 6 Econometrics of Networks with Machine Learning
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    Chapter 7 Fairness in Machine Learning and Econometrics
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    Chapter 8 Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance
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    Chapter 9 Poverty, Inequality and Development Studies with Machine Learning
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    Chapter 10 Machine Learning for Asset Pricing
Attention for Chapter 8: Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance
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Chapter title
Graphical Models and their Interactions with Machine Learning in the Context of Economics and Finance
Chapter number 8
Book title
Econometrics with Machine Learning
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-15149-1_8
Book ISBNs
978-3-03-115148-4, 978-3-03-115149-1
Authors

Seregina, Ekaterina

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