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Machine Learning for Econometrics
Engelsk
Bogcover for Machine Learning for Econometrics af Jeremy L'Hour, Christophe Gaillac, 9780198918837
Specifikationer
Sprog:
Engelsk
Sider:
352
ISBN-13:
9780198918837
Indbinding:
Paperback
ISBN-10:
0198918836
Kategori:
Udg. Dato:
6 jun 2025
Størrelse i cm:
17,0 x 24,6 x 2,4
Oplagsdato:
6 jun 2025

Machine Learning for Econometrics

Engelsk
Paperback 2025
Format:

Bog beskrivelse
Machine Learning for Econometrics is a book for economists seeking to grasp modern machine learning techniques - from their predictive performance to the revolutionary handling of unstructured data - in order to establish causal relationships from data. The volume covers automatic variable selection in various high-dimensional contexts, estimation of treatment effect heterogeneity, natural language processing (NLP) techniques, as well as synthetic control and macroeconomic forecasting. The foundations of machine learning methods are introduced to provide both a thorough theoretical treatment of how they can be used in econometrics and numerous economic applications, and each chapter contains a series of empirical examples, programs, and exercises to facilitate the reader''s adoption and implementation of the techniques.
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407,81 kr
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368 kr
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Specifikationer
Sprog:
Engelsk
Sider:
352
ISBN-13:
9780198918837
Indbinding:
Paperback
ISBN-10:
0198918836
Kategori:
Udg. Dato:
6 jun 2025
Størrelse i cm:
17,0 x 24,6 x 2,4
Oplagsdato:
6 jun 2025
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