Amazon cover image
Image from Amazon.com
Image from Coce

Machine learning for econometrics

By: Contributor(s): Material type: TextTextPublication details: New York Oxford University Press 2025Description: xiv, 338 p. Includes bibliographical reference and indexISBN:
  • 9780198918837
Other classification:
Summary: 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.
Item type: Textual
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Home library Status Barcode
Textual Textual Ratan Tata Library Ratan Tata Library Available RT1528667

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.

There are no comments on this title.

to post a comment.