Rough Volatility

Rough Volatility
Author: Christian Bayer
Publisher: SIAM
Total Pages: 292
Release: 2023-12-18
Genre: Mathematics
ISBN: 1611977789


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Volatility underpins financial markets by encapsulating uncertainty about prices, individual behaviors, and decisions and has traditionally been modeled as a semimartingale, with consequent scaling properties. The mathematical description of the volatility process has been an active topic of research for decades; however, driven by empirical estimates of the scaling behavior of volatility, a new paradigm has emerged, whereby paths of volatility are rougher than those of semimartingales. According to this perspective, volatility behaves essentially as a fractional Brownian motion with a small Hurst parameter. The first book to offer a comprehensive exploration of the subject, Rough Volatility contributes to the understanding and application of rough volatility models by equipping readers with the tools and insights needed to delve into the topic, exploring the motivation for rough volatility modeling, providing a toolbox for computation and practical implementation, and organizing the material to reflect the subject’s development and progression. This book is designed for researchers and graduate students in quantitative finance as well as quantitative analysts and finance professionals.


Rough Volatility
Language: en
Pages: 292
Authors: Christian Bayer
Categories: Mathematics
Type: BOOK - Published: 2023-12-18 - Publisher: SIAM

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Volatility underpins financial markets by encapsulating uncertainty about prices, individual behaviors, and decisions and has traditionally been modeled as a se
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Pages: 179
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Rough Volatility
Language: en
Pages: 18
Authors: Giulia Livieri
Categories:
Type: BOOK - Published: 2017 - Publisher:

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It has been recently shown that spot volatilities can be very well modeled by rough stochastic volatility type dynamics. In such models, the log-volatility foll
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Pages: 328
Authors: Marcos C. S. Carreira
Categories: Business & Economics
Type: BOOK - Published: 2016-07-11 - Publisher: Springer

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The Brazilian financial markets operate in a very different way to G7 markets. Key differences include onshore and offshore markets, exponential rates, business
A Course on Rough Paths
Language: en
Pages: 346
Authors: Peter K. Friz
Categories: Mathematics
Type: BOOK - Published: 2020-05-27 - Publisher: Springer Nature

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With many updates and additional exercises, the second edition of this book continues to provide readers with a gentle introduction to rough path analysis and r