Applications Of Fourier Transform To Smile Modeling

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Applications of Fourier Transform to Smile Modeling

Jianwei Zhu
Applications of Fourier Transform to Smile Modeling Book PDF

Author : Jianwei Zhu
Publisher : Springer Science & Business Media
Page : 338 pages
File Size : 54,9 Mb
Release : 2009-10-03
Category : Business & Economics
ISBN : 9783642018084

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Applications of Fourier Transform to Smile Modeling by Jianwei Zhu Pdf

This book addresses the applications of Fourier transform to smile modeling. Smile effect is used generically by ?nancial engineers and risk managers to refer to the inconsistences of quoted implied volatilities in ?nancial markets, or more mat- matically, to the leptokurtic distributions of ?nancial assets and indices. Therefore, a sound modeling of smile effect is the central challenge in quantitative ?nance. Since more than one decade, Fourier transform has triggered a technical revolution in option pricing theory. Almost all new developed option pricing models, es- cially in connection with stochastic volatility and random jump, have extensively applied Fourier transform and the corresponding inverse transform to express - tion pricing formulas. The large accommodation of the Fourier transform allows for a very convenient modeling with a general class of stochastic processes and d- tributions. This book is then intended to present a comprehensive treatment of the Fourier transform in the option valuation, covering the most stochastic factors such as stochastic volatilities and interest rates, Poisson and Levy ́ jumps, including some asset classes such as equity, FX and interest rates, and providing numerical ex- ples and prototype programming codes. I hope that readers will bene?t from this book not only by gaining an overview of the advanced theory and the vast large l- erature on these topics, but also by gaining a ?rst-hand feedback from the practice on the applications and implementations of the theory.

Applications of Fourier Transform to Smile Modeling

Jianwei Zhu
Applications of Fourier Transform to Smile Modeling Book PDF

Author : Jianwei Zhu
Publisher : Unknown
Page : 338 pages
File Size : 52,8 Mb
Release : 2009-10-04
Category : Electronic
ISBN : 3642018092

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Applications of Fourier Transform to Smile Modeling by Jianwei Zhu Pdf

This book describes the applications of the Fourier transform to the modeling of volatility smile, followed by a comprehensive treatment of option valuation in a unified framework, covering stochastic volatilities and interest rates, Poisson and Levy jumps, including various asset classes such as equity, FX and interest rates, as well as various numberical examples and prototype programming codes. Readers will benefit from this book not only by gaining an overview of the advanced theory and the vast range of literature on these topics, but also by receiving first-hand feedback on the practica.

Paris-Princeton Lectures on Mathematical Finance 2010

Areski Cousin,Stéphane Crépey,Olivier Guéant,David Hobson,Monique Jeanblanc,Jean-Michel Lasry,Jean-Paul Laurent,Pierre-Louis Lions,Peter Tankov
Paris Princeton Lectures on Mathematical Finance 2010 Book PDF

Author : Areski Cousin,Stéphane Crépey,Olivier Guéant,David Hobson,Monique Jeanblanc,Jean-Michel Lasry,Jean-Paul Laurent,Pierre-Louis Lions,Peter Tankov
Publisher : Springer Science & Business Media
Page : 374 pages
File Size : 46,5 Mb
Release : 2011-06-29
Category : Mathematics
ISBN : 9783642146596

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Paris-Princeton Lectures on Mathematical Finance 2010 by Areski Cousin,Stéphane Crépey,Olivier Guéant,David Hobson,Monique Jeanblanc,Jean-Michel Lasry,Jean-Paul Laurent,Pierre-Louis Lions,Peter Tankov Pdf

The Paris-Princeton Lectures in Financial Mathematics, of which this is the fourth volume, publish cutting-edge research in self-contained, expository articles from outstanding specialists - established or on the rise! The aim is to produce a series of articles that can serve as an introductory reference source for research in the field. The articles are the result of frequent exchanges between the finance and financial mathematics groups in Paris and Princeton. The present volume sets standards with five articles by: 1. Areski Cousin, Monique Jeanblanc and Jean-Paul Laurent, 2. Stéphane Crépey, 3. Olivier Guéant, Jean-Michel Lasry and Pierre-Louis Lions, 4. David Hobson and 5. Peter Tankov.

Introduction to Financial Mathematics

Donald R. Chambers,Qin Lu
Introduction to Financial Mathematics Book PDF

Author : Donald R. Chambers,Qin Lu
Publisher : CRC Press
Page : 581 pages
File Size : 47,8 Mb
Release : 2021-06-16
Category : Computers
ISBN : 9781000370126

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Introduction to Financial Mathematics by Donald R. Chambers,Qin Lu Pdf

This book’s primary objective is to educate aspiring finance professionals about mathematics and computation in the context of financial derivatives. The authors offer a balance of traditional coverage and technology to fill the void between highly mathematical books and broad finance books. The focus of this book is twofold: To partner mathematics with corresponding intuition rather than diving so deeply into the mathematics that the material is inaccessible to many readers. To build reader intuition, understanding and confidence through three types of computer applications that help the reader understand the mathematics of the models. Unlike many books on financial derivatives requiring stochastic calculus, this book presents the fundamental theories based on only undergraduate probability knowledge. A key feature of this book is its focus on applying models in three programming languages –R, Mathematica and EXCEL. Each of the three approaches offers unique advantages. The computer applications are carefully introduced and require little prior programming background. The financial derivative models that are included in this book are virtually identical to those covered in the top financial professional certificate programs in finance. The overlap of financial models between these programs and this book is broad and deep.

The Heston Model and Its Extensions in VBA

Fabrice D. Rouah
The Heston Model and Its Extensions in VBA Book PDF

Author : Fabrice D. Rouah
Publisher : John Wiley & Sons
Page : 359 pages
File Size : 49,7 Mb
Release : 2015-04-27
Category : Business & Economics
ISBN : 9781119003304

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The Heston Model and Its Extensions in VBA by Fabrice D. Rouah Pdf

Practical options pricing for better-informed investment decisions. The Heston Model and Its Extensions in VBA is the definitive guide to options pricing using two of the derivatives industry's most powerful modeling tools—the Heston model, and VBA. Light on theory, this extremely useful reference focuses on implementation, and can help investors more efficiently—and accurately—exploit market information to better inform investment decisions. Coverage includes a description of the Heston model, with specific emphasis on equity options pricing and variance modeling, The book focuses not only on the original Heston model, but also on the many enhancements and refinements that have been applied to the model, including methods that use the Fourier transform, numerical integration schemes, simulation, methods for pricing American options, and much more. The companion website offers pricing code in VBA that resides in an extensive set of Excel spreadsheets. The Heston model is the derivatives industry's most popular stochastic volatility model for pricing equity derivatives. This book provides complete guidance toward the successful implementation of this valuable model using the industry's ubiquitous financial modeling software, giving users the understanding—and VBA code—they need to produce option prices that are more accurate, and volatility surfaces that more closely reflect market conditions. Derivatives pricing is often the hinge on which profit is made or lost in financial institutions, making accuracy of utmost importance. This book will help risk managers, traders, portfolio managers, quants, academics and other professionals better understand the Heston model and its extensions, in a writing style that is clear, concise, transparent and easy to understand. For better pricing accuracy, The Heston Model and Its Extensions in VBA is a crucial resource for producing more accurate model outputs such as prices, hedge ratios, volatilities, and graphs.

The Heston Model and its Extensions in Matlab and C#

Fabrice D. Rouah
The Heston Model and its Extensions in Matlab and C Book PDF

Author : Fabrice D. Rouah
Publisher : John Wiley & Sons
Page : 437 pages
File Size : 45,9 Mb
Release : 2013-08-01
Category : Business & Economics
ISBN : 9781118695173

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The Heston Model and its Extensions in Matlab and C# by Fabrice D. Rouah Pdf

Tap into the power of the most popular stochastic volatility model for pricing equity derivatives Since its introduction in 1993, the Heston model has become a popular model for pricing equity derivatives, and the most popular stochastic volatility model in financial engineering. This vital resource provides a thorough derivation of the original model, and includes the most important extensions and refinements that have allowed the model to produce option prices that are more accurate and volatility surfaces that better reflect market conditions. The book's material is drawn from research papers and many of the models covered and the computer codes are unavailable from other sources. The book is light on theory and instead highlights the implementation of the models. All of the models found here have been coded in Matlab and C#. This reliable resource offers an understanding of how the original model was derived from Ricatti equations, and shows how to implement implied and local volatility, Fourier methods applied to the model, numerical integration schemes, parameter estimation, simulation schemes, American options, the Heston model with time-dependent parameters, finite difference methods for the Heston PDE, the Greeks, and the double Heston model. A groundbreaking book dedicated to the exploration of the Heston model—a popular model for pricing equity derivatives Includes a companion website, which explores the Heston model and its extensions all coded in Matlab and C# Written by Fabrice Douglas Rouah a quantitative analyst who specializes in financial modeling for derivatives for pricing and risk management Engaging and informative, this is the first book to deal exclusively with the Heston Model and includes code in Matlab and C# for pricing under the model, as well as code for parameter estimation, simulation, finite difference methods, American options, and more.

PDE and Martingale Methods in Option Pricing

Andrea Pascucci
PDE and Martingale Methods in Option Pricing Book PDF

Author : Andrea Pascucci
Publisher : Springer Science & Business Media
Page : 721 pages
File Size : 40,9 Mb
Release : 2011-04-15
Category : Mathematics
ISBN : 9788847017818

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PDE and Martingale Methods in Option Pricing by Andrea Pascucci Pdf

This book offers an introduction to the mathematical, probabilistic and numerical methods used in the modern theory of option pricing. The text is designed for readers with a basic mathematical background. The first part contains a presentation of the arbitrage theory in discrete time. In the second part, the theories of stochastic calculus and parabolic PDEs are developed in detail and the classical arbitrage theory is analyzed in a Markovian setting by means of of PDEs techniques. After the martingale representation theorems and the Girsanov theory have been presented, arbitrage pricing is revisited in the martingale theory optics. General tools from PDE and martingale theories are also used in the analysis of volatility modeling. The book also contains an Introduction to Lévy processes and Malliavin calculus. The last part is devoted to the description of the numerical methods used in option pricing: Monte Carlo, binomial trees, finite differences and Fourier transform.

Pricing Models of Volatility Products and Exotic Variance Derivatives

Yue Kuen Kwok,Wendong Zheng
Pricing Models of Volatility Products and Exotic Variance Derivatives Book PDF

Author : Yue Kuen Kwok,Wendong Zheng
Publisher : CRC Press
Page : 283 pages
File Size : 53,6 Mb
Release : 2022-05-08
Category : Business & Economics
ISBN : 9781000584257

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Pricing Models of Volatility Products and Exotic Variance Derivatives by Yue Kuen Kwok,Wendong Zheng Pdf

Pricing Models of Volatility Products and Exotic Variance Derivatives summarizes most of the recent research results in pricing models of derivatives on discrete realized variance and VIX. The book begins with the presentation of volatility trading and uses of variance derivatives. It then moves on to discuss the robust replication strategy of variance swaps using portfolio of options, which is one of the major milestones in pricing theory of variance derivatives. The replication procedure provides the theoretical foundation of the construction of VIX. This book provides sound arguments for formulating the pricing models of variance derivatives and establishes formal proofs of various technical results. Illustrative numerical examples are included to show accuracy and effectiveness of analytic and approximation methods. Features Useful for practitioners and quants in the financial industry who need to make choices between various pricing models of variance derivatives Fabulous resource for researchers interested in pricing and hedging issues of variance derivatives and VIX products Can be used as a university textbook in a topic course on pricing variance derivatives

Basic Stochastic Processes

Pierre Devolder,Jacques Janssen,Raimondo Manca
Basic Stochastic Processes Book PDF

Author : Pierre Devolder,Jacques Janssen,Raimondo Manca
Publisher : John Wiley & Sons
Page : 326 pages
File Size : 43,7 Mb
Release : 2015-08-31
Category : Mathematics
ISBN : 9781848218826

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Basic Stochastic Processes by Pierre Devolder,Jacques Janssen,Raimondo Manca Pdf

This book presents basic stochastic processes, stochastic calculus including Lévy processes on one hand, and Markov and Semi Markov models on the other. From the financial point of view, essential concepts such as the Black and Scholes model, VaR indicators, actuarial evaluation, market values, fair pricing play a central role and will be presented. The authors also present basic concepts so that this series is relatively self-contained for the main audience formed by actuaries and particularly with ERM (enterprise risk management) certificates, insurance risk managers, students in Master in mathematics or economics and people involved in Solvency II for insurance companies and in Basel II and III for banks.

Advances in Longitudinal Data Methods in Applied Economic Research

Nicholas Tsounis,Aspasia Vlachvei
Advances in Longitudinal Data Methods in Applied Economic Research Book PDF

Author : Nicholas Tsounis,Aspasia Vlachvei
Publisher : Springer Nature
Page : 545 pages
File Size : 41,6 Mb
Release : 2021-03-31
Category : Business & Economics
ISBN : 9783030639709

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Advances in Longitudinal Data Methods in Applied Economic Research by Nicholas Tsounis,Aspasia Vlachvei Pdf

This volume presents new methods and applications in longitudinal data estimation methodology in applied economic. Featuring selected papers from the 2020 the International Conference on Applied Economics (ICOAE 2020) held virtually due to the corona virus pandemic, this book examines interdisciplinary topics such as financial economics, international economics, agricultural economics, marketing and management. Country specific case studies are also featured.

Modular Pricing of Options

Jianwei Zhu
Modular Pricing of Options Book PDF

Author : Jianwei Zhu
Publisher : Springer Science & Business Media
Page : 188 pages
File Size : 42,7 Mb
Release : 2000
Category : Business & Economics
ISBN : 3540679162

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Modular Pricing of Options by Jianwei Zhu Pdf

The sound modeling of the smile effect is an important issue in quantitative finance as, for more than a decade, the Fourier transform has established itself as the most efficient tool for deriving closed-form option pricing formulas in various model classes. This book describes the applications of the Fourier transform to the modeling of volatility smile, followed by a comprehensive treatment of option valuation in a unified framework, covering stochastic volatilities and interest rates, Poisson and Levy jumps, including various asset classes such as equity, FX and interest rates, as well as various numberical examples and prototype programming codes. Readers will benefit from this book not only by gaining an overview of the advanced theory and the vast range of literature on these topics, but also by receiving first-hand feedback on the practical applications and implementations of the theory. The book is aimed at financial engineers, risk managers, graduate students and researchers.

The Best of Wilmott 2

Paul Wilmott
The Best of Wilmott 2 Book PDF

Author : Paul Wilmott
Publisher : John Wiley & Sons
Page : 404 pages
File Size : 43,6 Mb
Release : 2006-02-22
Category : Business & Economics
ISBN : 9780470031452

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The Best of Wilmott 2 by Paul Wilmott Pdf

The Team at Wilmott is very proud to present this compilation of Wilmott magazine articles and presentations from our second year. We have selected some of the very best in cutting-edge research, and the most illuminating of our regular columns. The technical papers include state-of-the-art pricing tools and models. You'll notice there's a bias towards volatility modelling in the book. Of course, it's one of my favourite topics, but volatility is also the big unknown as far as pricing and hedging is concerned. We present research in this area from some of the best newcomers in this field. You'll see ideas that make a mockery of 'received wisdom,' ideas that are truly paradigm shattering - for we aren't content with a mere 'shift.' We know you'll enjoy it! The Best of Wilmott will return again next year...

Asymptotic Chaos Expansions in Finance

David Nicolay
Asymptotic Chaos Expansions in Finance Book PDF

Author : David Nicolay
Publisher : Springer
Page : 491 pages
File Size : 43,5 Mb
Release : 2014-11-25
Category : Mathematics
ISBN : 9781447165064

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Asymptotic Chaos Expansions in Finance by David Nicolay Pdf

Stochastic instantaneous volatility models such as Heston, SABR or SV-LMM have mostly been developed to control the shape and joint dynamics of the implied volatility surface. In principle, they are well suited for pricing and hedging vanilla and exotic options, for relative value strategies or for risk management. In practice however, most SV models lack a closed form valuation for European options. This book presents the recently developed Asymptotic Chaos Expansions methodology (ACE) which addresses that issue. Indeed its generic algorithm provides, for any regular SV model, the pure asymptotes at any order for both the static and dynamic maps of the implied volatility surface. Furthermore, ACE is programmable and can complement other approximation methods. Hence it allows a systematic approach to designing, parameterising, calibrating and exploiting SV models, typically for Vega hedging or American Monte-Carlo. Asymptotic Chaos Expansions in Finance illustrates the ACE approach for single underlyings (such as a stock price or FX rate), baskets (indexes, spreads) and term structure models (especially SV-HJM and SV-LMM). It also establishes fundamental links between the Wiener chaos of the instantaneous volatility and the small-time asymptotic structure of the stochastic implied volatility framework. It is addressed primarily to financial mathematics researchers and graduate students, interested in stochastic volatility, asymptotics or market models. Moreover, as it contains many self-contained approximation results, it will be useful to practitioners modelling the shape of the smile and its evolution.

Affine Diffusions and Related Processes: Simulation, Theory and Applications

Aurélien Alfonsi
Affine Diffusions and Related Processes Simulation Theory and Applications Book PDF

Author : Aurélien Alfonsi
Publisher : Springer
Page : 252 pages
File Size : 42,8 Mb
Release : 2015-04-30
Category : Mathematics
ISBN : 9783319052212

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Affine Diffusions and Related Processes: Simulation, Theory and Applications by Aurélien Alfonsi Pdf

This book gives an overview of affine diffusions, from Ornstein-Uhlenbeck processes to Wishart processes and it considers some related diffusions such as Wright-Fisher processes. It focuses on different simulation schemes for these processes, especially second-order schemes for the weak error. It also presents some models, mostly in the field of finance, where these methods are relevant and provides some numerical experiments. The book explains the mathematical background to understand affine diffusions and analyze the accuracy of the schemes.

Modeling, Stochastic Control, Optimization, and Applications

George Yin,Qing Zhang
Modeling Stochastic Control Optimization and Applications Book PDF

Author : George Yin,Qing Zhang
Publisher : Springer
Page : 599 pages
File Size : 47,6 Mb
Release : 2019-07-16
Category : Mathematics
ISBN : 9783030254988

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Modeling, Stochastic Control, Optimization, and Applications by George Yin,Qing Zhang Pdf

This volume collects papers, based on invited talks given at the IMA workshop in Modeling, Stochastic Control, Optimization, and Related Applications, held at the Institute for Mathematics and Its Applications, University of Minnesota, during May and June, 2018. There were four week-long workshops during the conference. They are (1) stochastic control, computation methods, and applications, (2) queueing theory and networked systems, (3) ecological and biological applications, and (4) finance and economics applications. For broader impacts, researchers from different fields covering both theoretically oriented and application intensive areas were invited to participate in the conference. It brought together researchers from multi-disciplinary communities in applied mathematics, applied probability, engineering, biology, ecology, and networked science, to review, and substantially update most recent progress. As an archive, this volume presents some of the highlights of the workshops, and collect papers covering a broad range of topics.