Statistical Methods for Financial Engineering - Softcover

Remillard, Bruno

 
9781032477497: Statistical Methods for Financial Engineering
Softcover
ISBN 10: 1032477490 ISBN 13: 9781032477497
Verlag: Chapman and Hall/CRC, 2023

Inhaltsangabe

While many financial engineering books are available, the statistical aspects behind the implementation of stochastic models used in the field are often overlooked or restricted to a few well-known cases. Statistical Methods for Financial Engineering guides current and future practitioners on implementing the most useful stochastic models used in financial engineering.





After introducing properties of univariate and multivariate models for asset dynamics as well as estimation techniques, the book discusses limits of the Black-Scholes model, statistical tests to verify some of its assumptions, and the challenges of dynamic hedging in discrete time. It then covers the estimation of risk and performance measures, the foundations of spot interest rate modeling, Lévy processes and their financial applications, the properties and parameter estimation of GARCH models, and the importance of dependence models in hedge fund replication and other applications. It concludes with the topic of filtering and its financial applications.





This self-contained book offers a basic presentation of stochastic models and addresses issues related to their implementation in the financial industry. Each chapter introduces powerful and practical statistical tools necessary to implement the models. The author not only shows how to estimate parameters efficiently, but he also demonstrates, whenever possible, how to test the validity of the proposed models. Throughout the text, examples using MATLAB® illustrate the application of the techniques to solve real-world financial problems. MATLAB and R programs are available on the author’s website.

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Über die Autorin bzw. den Autor

Bruno Remillard

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
1032477490
ISBN 13 
9781032477497
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
496
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
info@buchbaer.de

Weberstr. 67
Osnabrück
49084
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781439856949: Statistical Methods for Financial Engineering (Chapman & Hall/CRC Financial Mathematics)

Vorgestellte Ausgabe

ISBN 10:  143985694X ISBN 13:  9781439856949
Verlag: Chapman and Hall/CRC, 2013
Hardcover