Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Machine Learning for Econometrics
Verlag:
Oxford University Press Unsere-Artikel-Nr.: P35163806
EAN: 9780198918837
Erhältlich:
Nicht auf Lager
Zustellung: Mo, 23.11.2026
Versand: Kostenlos
-4.1 %
CHF 60.50
CHF 58.–
Beschreibung
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.
Spezifikationen
Sprache
- Englisch
Autor
- Christophe Gaillac
- Jérémy L'Hour
Erscheinungsjahr
- 2025
Format
- Buch (Softcover)