Tasuta kohaletoimetamine tellimustele üle 29 €
  • check 10+ miljonit raamatut
  • check Uued tooted iga päev
  • check Meid usaldab üle 1 miljoni kliendi
  • check Hea hind ja allahindlused
  • check Tarne üle kogu Euroopa

Econometrics with Machine Learning -

inglise keel
2022-09-08
172,78 € 287,96 €

-40% koodiga BOOKS

Meie tarnija laos

Saadetis 17-23 tööpäeva jooksul

30-päevane tagastamisõigus

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 ... Täielik kirjeldus

Võib-olla meeldib sulle ka

Kirjeldus

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 furtherand make them even more readily applicable in econometrics?
As the data structures in economic and financial data become more complex and models become more sophisticated, the book takes a multidisciplinary approach in developing both disciplines of machine learning and econometrics in conjunction, rather than in isolation. This volume is a must-read for scholars, researchers, students, policy-makers, and practitioners, who are using econometrics in theory or in practice.

Lisateave

Kirjastaja Springer Nature Switzerland
Series Advanced Studies in Theoretical and Applied Econometrics
Väljalaskeaasta 2022
Kaanetüüp Kõvakaaneline
EAN 9783031151484
Kirjuta oma arvustus
Te vaatate: Econometrics with Machine Learning
Teie hinnang:

Goodreads'i arvustused

172,78 € 287,96 €