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Generalized Hyperbolic Secant Distributions

With Applications to Finance

Matthias J. Fischer (Autor)

Buch | Softcover

VIII, 72 Seiten

2014 | 2014
Springer Berlin (Verlag)
978-3-642-45137-9 (ISBN)

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Among the symmetrical distributions with an infinite domain, the most popular alternative to the normal variant is the logistic distribution as well as the Laplace or the double exponential distribution, which was first introduced in 1774. Occasionally, the Cauchy distribution is also used. Surprisingly, the hyperbolic secant distribution has led a charmed life, although Manoukian and Nadeau had already stated in 1988 that "... the hyperbolic-secant distribution ... has not received sufficient attention in the published literature and may be useful for students and practitioners." During the last few years, however, several generalizations of the hyperbolic secant distribution have become popular in the context of financial return data because of its excellent fit. Nearly all of them are summarized within this Springer Brief.

Matthias Fischer studied Mathematics at the University of Erlangen-Nürnberg. His dissertation focused on infinitely divisible distribution and its application to option pricing and was followed by a postdoctoral thesis on copula-based, time-varying patchwork distributions with applications to financial data. He has also published a number of papers and monographs, in particular on generalized hyperbolic secant distributions.

Preface.- Hyperbolic Secant Distributions.- The GSH Distribution Family and Skew Versions.- The NEF-GHS or Meixner Distribution Family.- The BHS Distribution Family.- The SHS and SASHS Distribution Family.- Application to Finance.- R-Code: Fitting a BHS Distribution.

"The motivation of this monograph is precisely to provide a self-contained overview of generalized hyperbolic secant distributions. It conveys several features that these methodologies can be a basis in financial modeling, understandable by graduate students, researchers, and people familiar with both distribution theory and quantitative finance at a very simple level. ... Generalized hyperbolic secant distributions is clearly an important and much needed book on this new subject ... ." (Stergios B. Fotopoulos, Technometrics, Vol. 58 (3), August, 2016)

Erscheint lt. Verlag	15.1.2014
Reihe/Serie	SpringerBriefs in Statistics
Zusatzinfo	VIII, 72 p. 17 illus., 4 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	140 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
	Wirtschaft ► Betriebswirtschaft / Management
Schlagworte	62E15, 62P20, 91G70, 91B70, 91B84 • asymmetry • distributions • financial returns • heavy tails • Quantitative Finance
ISBN-10	3-642-45137-3 / 3642451373
ISBN-13	978-3-642-45137-9 / 9783642451379
Zustand	Neuware