Option Pricing and Estimation of Financial Models With R - Couverture rigide

Iacus, Stefano M.

Couverture rigide

ISBN 10 : 0470745843 ISBN 13 : 9780470745847

Editeur : John Wiley & Sons Inc, 2011

Synopsis

Presents inference and simulation of stochastic process in the field of model calibration for financial times series modelled by continuous time processes and numerical option pricing. Introduces the bases of probability theory and goes on to explain how to model financial times series with continuous models, how to calibrate them from discrete data and further covers option pricing with one or more underlying assets based on these models.

Analysis and implementation of models goes beyond the standard Black and Scholes framework and includes Markov switching models, Lévy models and other models with jumps (e.g. the telegraph process); Topics other than option pricing include: volatility and covariation estimation, change point analysis, asymptotic expansion and classification of financial time series from a statistical viewpoint.

The book features problems with solutions and examples. All the examples and R code are available as an additional R package, therefore all the examples can be reproduced.

A propos du livre

À propos de l'auteur

Stefano Maria Iacus, Professor (Professore Associato) of Probability and Mathematical Statistics at University of Milan, Department of Economics, Business and Statistics. Stefano is a member of the R development Core Team.

Détails de l'édition

• Éditeur: John Wiley & Sons Inc
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 0470745843
• ISBN 13: 9780470745847
• Reliure: Relié
• Nombre de pages: 472
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible