Machine learning for econometrics (Record no. 1467584)

MARC details
000 -LEADER
fixed length control field 01057nam a2200193 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260113125101.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260113b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780198918837
037 ## - SOURCE OF ACQUISITION
Terms of availability Textual
040 ## - CATALOGING SOURCE
Original cataloging agency RTL
Transcribing agency RTL
084 ## - COLON CLASSIFICATION NUMBER
Assigning agency RTL
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Gaillac, Christophe
9 (RLIN) 864165
245 ## - TITLE STATEMENT
Title Machine learning for econometrics
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New York
Name of publisher, distributor, etc. Oxford University Press
Date of publication, distribution, etc. 2025
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 338 p.
Other physical details Includes bibliographical reference and index
520 ## - SUMMARY, ETC.
Summary, etc. 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.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name L`Hour, Jeremy
Relator term Co-author
9 (RLIN) 864166
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Colon Classification (CC)
Suppress in OPAC No
Koha item type Textual
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total Checkouts Barcode Date last seen Price effective from Koha item type
    Colon Classification (CC)     Ratan Tata Library Ratan Tata Library 2026-01-13   RT1528667 2026-01-13 2026-01-13 Textual