Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Econometrics with Machine Learning

Econometrics with Machine Learning

Chan, Felix
Mátyás, László

Paperback

Series: Advanced Studies in Theoretical and Applied Econometrics, Book 53

EconomicsGeneral Computers

ISBN10: 3031151518
ISBN13: 9783031151514
Publisher: Springer
Published: Sep 9 2023
Pages: 371
Weight: 1.22
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice.
Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from machine learning algorithms given the ever-changing nature of human behavior? 3) Can machine learning techniques assist in testing statistical hypotheses and identifying causal relationships in 'big data? 4) How can existing econometric techniques be extended by incorporating machine learning concepts? 5) How can new econometric tools and approaches be elaborated on based on machine learning techniques? 6) Is it possible to develop machine learning techniques further and make them even more readily applicable in econometrics?

1 different editions

Also available

Also from

Chan, Felix

View All

Also in

Economics

View All