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Alain Ruttiens - Mathematics of the Financial Markets: Financial Instruments and Derivatives Modelling, Valuation and Risk Issues

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Mathematics of the Financial Markets: Financial Instruments and Derivatives Modelling, Valuation and Risk Issues: summary, description and annotation

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The book aims to prioritise what needs mastering and presents the content in the most understandable, concise and pedagogical way illustrated by real market examples. Given the variety and the complexity of the materials the book covers, the author sorts through a vast array of topics in a subjective way, relying upon more than twenty years of experience as a market practitioner. The book only requires the reader to be knowledgeable in the basics of algebra and statistics.

The Mathematical formulae are only fully proven when the proof brings some useful insight. These formulae are translated from algebra into plain English to aid understanding as the vast majority of practitioners involved in the financial markets are not required to compute or calculate prices or sensitivities themselves as they have access to data providers. Thus, the intention of this book is for the practitioner to gain a deeper understanding of these calculations, both for a safety reason it is better to understand what is behind the data we manipulate and secondly being able to appreciate the magnitude of the prices we are confronted with and being able to draft a rough calculation, aside of the market data.

The author has avoided excessive formalism where possible. Formalism is securing the outputs of research, but may, in other circumstances, burden the understanding by non-mathematicians; an example of this case is in the chapter dedicated to the basis of stochastic calculus.

The book is divided into two parts:

- First, the deterministic world, starting from the yield curve building and related calculations (spot rates, forward rates, discrete versus continuous compounding, etc.), and continuing with spot instruments valuation (short term rates, bonds, currencies and stocks) and forward instruments valuation (forward forex, FRAs and variants, swaps & futures);

- Second, the probabilistic world, starting with the basis of stochastic calculus and the alternative approach of ARMA to GARCH, and continuing with derivative pricing: options, second generation options, volatility, credit derivatives;

- This second part is completed by a chapter dedicated to market performance & risk measures, and a chapter widening the scope of quantitative models beyond the Gaussian hypothesis and evidencing the potential troubles linked to derivative pricing models.

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This edition first published 2013
Copyright 2013 Alain Ruttiens

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John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, United Kingdom

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Limit of Liability/Disclaimer of Warranty: While the publisher and author have used their best efforts in preparing this book, they make no representations or warranties with the respect to the accuracy or completeness of the contents of this book and specifically disclaim any implied warranties of merchantability or fitness for a particular purpose. It is sold on the understanding that the publisher is not engaged in rendering professional services and neither the publisher nor the author shall be liable for damages arising herefrom. If professional advice or other expert assistance is required, the services of a competent professional should be sought.

Library of Congress Cataloging-in-Publication Data to follow

A catalogue record for this book is available from the British Library.

ISBN 978-1-118-51345-3 (hardback) ISBN 978-1-118-51347-7 (ebk)
ISBN 978-1-118-51348-4 (ebk) ISBN 978-1-118-51349-1 (ebk)

To Prof. Didier Marteau,
without whom this book would not exist

Foreword

The valuation and risk dimensions of financial instruments, and, to some extent, the way they behave, rest on a vast, complex set of mathematical models grouped into what is called quantitative finance. Today more than ever, it should be required that each and every one involved in financial markets or products has good command of quantitative finance. The problem is that the many books in this field are devoted either to a specific type of financial instruments, combining product description and quantitative aspects, or to a specific mathematical or statistical theory, or otherwise, with an impressive degree of mathematical formalism, which needs a high degree of competence in mathematics and quantitative methods. Alain Ruttiens' text is aiming to offer in a single book what should be needed to be known by a wide readership to master the quantitative finance at large. It covers, on the one hand, all the financial products, from the traditional spot instruments in forex, stocks, interest rates, and so on, to the most complex derivatives, and, on the other hand, the major quantitative tools designed to value them, and to assess their risk potentials. This book should therefore provide the best entry-level reference for anyone concerned in some way with financial markets and products to master their quantitative aspects, or to fill the gaps in areas with which they are less familiar.

At first sight, this ambitious objective seems hard to achieve, given the variety and the complexity of the materials it aims to cover. As a matter of fact, Alain recognizes that fulfilling such an objective implies sorting among a vast array of topics in a rather subjective way. Fortunately, the author had the chance to at least induce a positive bias in such a subjective selection by relying upon his experience as a market practitioner for more than 20 years. He furthermore treats this material in a clear, pedagogical way, requiring no prerequisites in the reader, except the basics of algebra and statistics.

Finally, the reader should appreciate the overall aim of Alain's book, allowing for useful comparisons some valuation methods appearing to be more robust and trustworthy than others and often warning against the lack of reliability of some quantitative models, due to the hypotheses on which they are built. This last point is all the more crucial after the recent financial crises, which were at least partially due to some inappropriate uses of quantitative models.

For all of these reasons, my expectation is that Alain's book should be a great success.

A.G. Malliaris
Loyola University, Chicago

Main Notations

Bbond price
ccoupon rate of a bond
Cconvexity, or call price, in function of the context
cov(.)covariance of (.)
ddividend paid by a stock
Dduration
D tdiscount factor relative to time t
E (.)expected value of (.)
Fforward price, or future price (depends on the context)
FVfuture value
-iborgeneric for LIBOR, EURIBOR, or any other inter-bank market rate
Kstrike price of an option
kurtosis
Mmonth or million, depending on context
MDmodified duration
MtMMarked to Market (= valued to the observed current market price)
drift of a stochastic process
Ntotal number of a series (integer number), or nominal (notional) amount (depends on the context)
Picture 3(.)Gaussian (normal) density distribution function
N (.)Gaussian (normal) cumulative distribution function
Pput price
P {.}probability of {.}
PVpresent value
Picture 4(.)Poisson density distribution function
rgeneric symbol for a rate of return
r frisk-free return
(.)correlation of (.)
skewskewness
Sspot price of an asset (equity, currency, etc.), as specified by the context
STD(.)standard deviation of (.)
volatility of a stochastic process
tcurrent time, or time in general (depends on the context)
tinitial time
Tmaturity time
tenor, that is, time interval between current time t and maturity T
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