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Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab - Jon Danielsson
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Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab - neues Buch

ISBN: 9780470669433

ID: 978047066943

Financial Risk Forecasting is a complete introduction to practical quantitative risk management, with a focus on market risk. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques.Written by renowned risk expert Jon Danielsson, the book begins with an introduction to financial markets and market prices, volatility clusters, fat tails and nonlinear dependence. It then goes on to present volatility forecasting with both univatiate and multivatiate methods, discussing the various methods used by industry, with a special focus on the GARCH family of models. The evaluation of the quality of forecasts is discussed in detail. Next, the main concepts in risk and models to forecast risk are discussed, especially volatility, value-at-risk and expected shortfall. The focus is both on risk in basic assets such as stocks and foreign exchange, but also calculations of risk in bonds and options, with analytical methods such as delta-normal VaR and duration-normal VaR and Monte Carlo simulation. The book then moves on to the evaluation of risk models with methods like backtesting, followed by a discussion on stress testing. The book concludes by focussing on the forecasting of risk in very large and uncommon events with extreme value theory and considering the underlying assumptions behind almost every risk model in practical use – that risk is exogenous – and what happens when those assumptions are violated.Every method presented brings together theoretical discussion and derivation of key equations and a discussion of issues in practical implementation. Each method is implemented in both MATLAB and R, two of the most commonly used mathematical programming languages for risk forecasting with which the reader can implement the models illustrated in the book.The book includes four appendices. The first introduces basic concepts in statistics and financial time series referred to throughout the book. The second and third introduce R and MATLAB, providing a discussion of the basic implementation of the software packages. And the final looks at the concept of maximum likelihood, especially issues in implementation and testing.The book is accompanied by a website - www.financialriskforecasting.com – which features downloadable code as used in the book. Jon Danielsson, Books, Business and Finance, Industries and Professions, Insurance, Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab Books>Business and Finance>Industries and Professions>Insurance, Wiley

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Financial Risk Forecasting The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab - Jon Danielsson
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[EAN: 9780470669433], Nieuw boek, [SC: 13.91], [PU: Wiley], JON DANIELSSON,RISK MANAGEMENT, Hardcover. 296 pages. Dimensions: 9.7in. x 6.6in. x 1.0in.Financial Risk Forecasting is a complete introduction to practical quantitative risk management, with a focus on market risk. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques. Written by renowned risk expert Jon Danielsson, the book begins with an introduction to financial markets and market prices, volatility clusters, fat tails and nonlinear dependence. It then goes on to present volatility forecasting with both univatiate and multivatiate methods, discussing the various methods used by industry, with a special focus on the GARCH family of models. The evaluation of the quality of forecasts is discussed in detail. Next, the main concepts in risk and models to forecast risk are discussed, especially volatility, value-at-risk and expected shortfall. The focus is both on risk in basic assets such as stocks and foreign exchange, but also calculations of risk in bonds and options, with analytical methods such as delta-normal VaR and duration-normal VaR and Monte Carlo simulation. The book then moves on to the evaluation of risk models with methods like backtesting, followed by a discussion on stress testing. The book concludes by focussing on the forecasting of risk in very large and uncommon events with extreme value theory and considering the underlying assumptions behind almost every risk model in practical use that risk is exogenous and what happens when those assumptions are violated. Every method presented brings together theoretical discussion and derivation of key equations and a discussion of issues in practical implementation. Each method is implemented in both MATLAB and R, two of the most commonly used mathematical programming languages for risk forecasting with which the reader can implement the models illustrated in the book. The book includes four appendices. The first introduces basic concepts in statistics and financial time series referred to throughout the book. The second and third introduce R and MATLAB, providing a discussion of the basic implementation of the software packages. And the final looks at the concept of maximum likelihood, especially issues in implementation and testing. The book is accompanied by a website - www. financialriskforecasting. com which features downloadable code as used in the book. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN.

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Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and MATLAB - Danielsson, Jon
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ISBN: 9780470669433

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"Financial Risk Forecasting" is a complete introduction to practical quantitative risk management, with a focus on market risk. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques. Written by renowned risk expert Jon Danielsson, the book begins with an introduction to financial markets and market prices, volatility clusters, fat tails and nonlinear dependence. It then goes on to present volatility forecasting with both univatiate and multivatiate methods, discussing the various methods used by industry, with a special focus on the GARCH family of models. The evaluation of the quality of forecasts is discussed in detail. Next, the main concepts in risk and models to forecast risk are discussed, especially volatility, value-at-risk and expected shortfall. The focus is both on risk in basic assets such as stocks and foreign exchange, but also calculations of risk in bonds and options, with analytical methods such as delta-normal VaR and duration-normal VaR and Monte Carlo simulation. The book then moves on to the evaluation of risk models with methods like backtesting, followed by a discussion on stress testing. The book concludes by focussing on the forecasting of risk in very large and uncommon events with extreme value theory and considering the underlying assumptions behind almost every risk model in practical use - that risk is exogenous - and what happens when those assumptions are violated. Every method presented brings together theoretical discussion and derivation of key equations and a discussion of issues in practical implementation. Each method is implemented in both MATLAB(R) and R, two of the most commonly used mathematical programming languages for risk forecasting with which the reader can implement the models illustrated in the book. The book includes four appendices. The first introduces basic concepts in statistics and financial time series referred to throughout the book. The second and third introduce R and MATLAB(R), providing a discussion of the basic implementation of the software packages. And the final looks at the concept of maximum likelihood, especially issues in implementation and testing. The book is accompanied by a website - www.financialriskforecasting.com - which features downloadable code as used in the book. Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab Danielsson, Jon, John Wiley & Sons

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Financial Risk Forecasting: The Theory and Practice of Forecasting Market Risk with Implementation in R and Matlab (Hardback) - Jon Danielsson
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2011, ISBN: 0470669438

Gebundene Ausgabe, ID: 17915645023

[EAN: 9780470669433], Nieuw boek, [SC: 1.17], [PU: John Wiley and Sons Ltd, United Kingdom], Language: English . Brand New Book. Financial Risk Forecasting is a complete introduction to practical quantitative risk management, with a focus on market risk. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques. Written by renowned risk expert Jon Danielsson, the book begins with an introduction to financial markets and market prices, volatility clusters, fat tails and nonlinear dependence. It then goes on to present volatility forecasting with both univatiate and multivatiate methods, discussing the various methods used by industry, with a special focus on the GARCH family of models. The evaluation of the quality of forecasts is discussed in detail. Next, the main concepts in risk and models to forecast risk are discussed, especially volatility, value-at-risk and expected shortfall. The focus is both on risk in basic assets such as stocks and foreign exchange, but also calculations of risk in bonds and options, with analytical methods such as delta-normal VaR and duration-normal VaR and Monte Carlo simulation. The book then moves on to the evaluation of risk models with methods like backtesting, followed by a discussion on stress testing. The book concludes by focussing on the forecasting of risk in very large and uncommon events with extreme value theory and considering the underlying assumptions behind almost every risk model in practical use that risk is exogenous and what happens when those assumptions are violated. Every method presented brings together theoretical discussion and derivation of key equations and a discussion of issues in practical implementation. Each method is implemented in both MATLAB and R, two of the most commonly used mathematical programming languages for risk forecasting with which the reader can implement the models illustrated in the book. The book includes four appendices. The first introduces basic concepts in statistics and financial time series referred to throughout the book. The second and third introduce R and MATLAB, providing a discussion of the basic implementation of the software packages. And the final looks at the concept of maximum likelihood, especially issues in implementation and testing. The book is accompanied by a website - which features downloadable code as used in the book.

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Financial Risk Forecasting - Danielsson, Jon
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More than ever risk managers in financial institutions have to assess the risk of financial products and portfolios in a rigorous way. With his new book, Professor Danielsson has risen to the task and produced a great book that combines his expertise with years of teaching market risk at LSE and other major universities. With perfect timing, this book achieves two objectives the academic and scientific community had to face: on the one hand it addresses the latest analytical techniques in the exact computation of risk measures, their use and their limitations, and on the other hand it considers the issue of risk pricing during a crisis. A real accomplishment and a must read for both risk professionals and students in the quantitative finance track." Xavier Freixas, Universitat Pompeu Fabra "I believe that this book covers the spectrum of quantitative techniques that any student of risk management should cover. The book moves gradually from traditional risk measures to downside risk measures and their application in stress testing. Advanced estimation of volatility models and use of extreme value theory are not eschewed and are the way to go for scenario analysis. A great added value of the book is the programs for all routines both in R and MATLAB®. The book ventures into the barren area of endogeneity of risk drivers. If I have to make a prediction, I would venture that this will keep scientists and markets busy for years to come. In short, a highly recommended book for any student of modern risk management techniques and their uses." Professor Casper de Vries, Chair of Monetary Economics, Departments of Economics and Business, School of Economics, Erasmus University Rotterdam "This is an outstanding book on empirical finance. I wholeheartedly recommend it." Professor Oliver B. Linton, Professor of Econometrics, London School of Economics " Financial Risk Forecasting is a tour de force. It is one of those rare works which successfully combine accessibility with academic rigour; it is copiously and most informatively illustrated. The addition of computer code, in commonly-used programming languages, for the implementation of concepts and techniques demonstrates a profound understanding of practical issues. With risk-based regulation now dominating the financial landscape post-crisis, this book is a timely and authoritative resource for both students and practising financial analysts, of whatever stripe. It will join that select group of works on my bookshelf that have become dog-eared from repeated use over the years." Con Keating, Market Structure Commission, European Federation of Financial Analysts' Societies Business Business eBook, Wiley

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Details zum Buch
Financial Risk Forecasting
Autor:

Danielsson, Jon

Titel:

Financial Risk Forecasting

ISBN-Nummer:

Financial Risk Forecasting is a complete introduction to practical quantitative risk management, with a focus on market and credit risks. Derived from the authors teaching notes and years spent training practitioners in risk management techniques, it brings together the three key disciplines of finance, statistics and modeling (programming), to provide a thorough grounding in risk management techniques. The book first provides an introduction to the financial markets and market process, and the nature of risk in this environment. It then introduces risk measures such as VaR, risk in derivatives, the properties of market prices, volatility, backtesting, risk management and the regulation of risk, extreme value theory and credit risks, and finally, looks at financial crises and how the nature of risk changes with these crises. It will act as a complete guide to the core quantitative competencies required to understand and manage risks in today's financial climate. In addition, the author provides source code in both MATLAB and R, two of the most commonly used modeling programs with which the reader can implement the models illustrated in the book.

Detailangaben zum Buch - Financial Risk Forecasting


EAN (ISBN-13): 9780470669433
ISBN (ISBN-10): 0470669438
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2011
Herausgeber: Wiley John + Sons
274 Seiten
Gewicht: 0,658 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 30.09.2009 08:23:42
Buch zuletzt gefunden am 19.03.2017 09:00:49
ISBN/EAN: 9780470669433

ISBN - alternative Schreibweisen:
0-470-66943-8, 978-0-470-66943-3


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