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Topics covered include the Monte Carlo simulation (including simulation of random variables, variance reduction, quasi-Monte Carlo simulation, and more recent developments such as the multilevel paradigm), stochastic optimization and approximation, discretization schemes of stochastic differential equations, as well as optimal quantization methods. The author further presents detailed applications to numerical aspects of pricing and hedging of financial derivatives, risk measures (such as value-at-risk and conditional value-at-risk), implicitation of parameters, and calibration.
Aimed at graduate students and advanced undergraduate students, this book contains useful examples and over 150 exercises, making it suitable for self-study.
Topics covered include the Monte Carlo simulation (including simulation of random variables, variance reduction, quasi-Monte Carlo simulation, and more recent developments such as the multilevel paradigm), stochastic optimization and approximation, discretization schemes of stochastic differential equations, as well as optimal quantization methods. The author further presents detailed applications to numerical aspects of pricing and hedging of financial derivatives, risk measures (such as value-at-risk and conditional value-at-risk), implicitation of parameters, and calibration.
Aimed at graduate students and advanced undergraduate students, this book contains useful examples and over 150 exercises, making it suitable for self-study.
| Fachbereich: | Wahrscheinlichkeitstheorie |
|---|---|
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9783319902746 |
| ISBN-10: | 3319902741 |
| Sprache: | Englisch |
| Herstellernummer: | 978-3-319-90274-6 |
| Autor: | Pagès, Gilles |
| Hersteller: |
Springer
Springer, Berlin Springer International Publishing |
| Verantwortliche Person für die EU: | Springer Heidelberg, Tiergartenstr. 17, D-69121 Heidelberg, buchhandel-buch@springer.com |
| Abbildungen: | XXI, 579 p. 36 illus., 30 illus. in color. |
| Maße: | 33 x 159 x 237 mm |
| Von/Mit: | Gilles Pagès |
| Erscheinungsdatum: | 11.08.2018 |
| Gewicht: | 0,902 kg |
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