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Francq, Christian

GARCH Models: Structure, Statistical Inference and Financial Applications

Francq, Christian - GARCH Models: Structure, Statistical Inference and Financial Applications, ebook

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This book provides a comprehensive and systematic approach to understanding GARCH time series models and their applications whilst presenting the most advanced results concerning the theory and practical aspects of GARCH. The probability structure of standard GARCH models is studied in detail as well as statistical inference such as identification, estimation and tests. The book also provides coverage of several extensions such as asymmetric and multivariate models and looks at financial applications.

Key features:

  • Provides up-to-date coverage of the current research in the probability, statistics and econometric theory of GARCH models.
  • Numerous illustrations and applications to real financial series are provided.
  • Supporting website featuring R codes, Fortran programs and data sets.
  • Presents a large collection of problems and exercises.

This authoritative, state-of-the-art reference is ideal for graduate students, researchers and practitioners in business and finance seeking to broaden their skills of understanding of econometric time series models.

Keywords: Econometric & Statistical Methods, Econometrics, Econometric & Statistical Methods, Econometrics

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2010
Language
en
Edition
1
Page amount
504 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781119957393
Printed ISBN
9780470683910

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