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Numerical methods for Volatility Estimation and Option Pricing

Name: Numerical methods for Volatility Estimation and Option Pricing
Brand: Éditions universitaires européennes
SKU: 18367941
Price: 47.08 EUR
Availability: InStock
Author: Ibtissam Medarhri
ISBN: 9783841673442

Numerical methods in Finance

Ibtissam Medarhri

Language

English

Book Paperback

Libristo code: 18367941

Publishers Éditions universitaires européennes, September 2017

This manuscript presents a synthesis of my contributions during the years of my thesis that I defend... Full description

Libristo code: 18367941

114 b

47.08 €

92.09 лв

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This manuscript presents a synthesis of my contributions during the years of my thesis that I defended in 2015. We have been interested in the applications of mathematics in finance such as option pricing and volatility estimation. First, we dealt with calibrating local volatility problem from market option prices, which is an inverse problem. We proposed an alternative approach based on the regularization method of Tikhonov, using the Dupire partial differential equation modeling the option price, and we tested numerically the proposed algorithms. On the other hand, we developed an adequate method of "DDGRK" Direct Discontinuous Galerkin, and Runge-Kutta of order two and three for the time discretization for pricing Option. Finally, we proposed the Runge-Kutta stochastic method in time for the evaluation of an European option with stochastic volatility when the volatility dynamics follows the CEV model.