£93.82

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£94 today · usual range £85–£94 · best ever £85

Oxford University Press - Machine Learning for Econometrics

Amazon

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£94.00 £84.56 £86.62 £88.68 £90.74 £92.80 £94.86 25 July 2026 31 July 2026 07 August 2026 14 August 2026 21 August 2026
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4 days 1 day 23 days · current 0 6 12 17 23 £85 £91 £94 Days at Price

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Price range: £85 - £94

Price levels: 3 different prices over 28 days

Description

Machine Learning for Econometrics by Oxford University Press provides economists with a guide to modern machine learning techniques. This book helps readers understand how to use predictive performance and unstructured data to establish causal relationships from data. The text covers essential topics including automatic variable selection in high-dimensional contexts and the estimation of treatment effect heterogeneity. It also explores natural language processing (NLP) techniques, synthetic control methods, and macroeconomic forecasting. By introducing the foundations of machine learning methods, this volume provides a thorough theoretical treatment for those looking to integrate these advanced tools into econometric research.

Key Features

This Oxford University Press volume covers automatic variable selection within various high-dimensional contexts.

Learn to use natural language processing (NLP) techniques to handle unstructured data effectively.

The book provides methods for the estimation of treatment effect heterogeneity to improve data analysis.

Explore advanced applications including synthetic control and macroeconomic forecasting techniques.

Gain a thorough theoretical treatment of machine learning foundations designed specifically for economists.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
06 June 2025
Listed Since
10 December 2024

Barcode

No barcode data available

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