Theory of Financial Risk and Derivative Pricing: From Statistical Physics to Risk Management

ISBN-13: 9780521819169 / Angielski / Twarda / 2003 / 379 str.

Jean-Philippe Bouchaud

Opis

Summarizing market data developments, some inspired by statistical physics, this book explains how to better predict the actual behavior of financial markets with respect to asset allocation, derivative pricing and hedging, and risk control. Risk control and derivative pricing are major concerns to financial institutions. The need for adequate statistical tools to measure and anticipate amplitude of potential moves of financial markets is clearly expressed, in particular for derivative markets. Classical theories, however, are based on assumptions leading to systematic (sometimes dramatic) underestimation of risks.

Recenzje

'It is rare to read a quantitative finance book that has anything new to say. It is even rarer to find such a book written by those who know what they are talking about. Bouchaud and Potters are two of the most innovative, imaginative and experienced researches in finance. In this second edition of their ground-breaking work, they go even further into their field of econo-physics, a field that is changing the way we view the financial markets. Each page is packed with more ideas than most people put into an entire book. An inspirational book to be studied carefully and savoured.' Paul Wilmott

Spis treści

Foreword; Preface; 1. Probability theory: basic notions; 2. Maximum and addition of random variables; 3. Continuous time limit, Ito calculus and path integrals; 4. Analysis of empirical data; 5. Financial products and financial markets; 6. Statistics of real prices: basic results; 7. Non-linear correlations and volatility fluctuations; 8. Skewness and price-volatility correlations; 9. Cross-correlations; 10. Risk measures; 11. Extreme correlations and variety; 12. Optimal portfolios; 13. Futures and options: fundamental concepts; 14. Options: hedging and residual risk; 15. Options: the role of drift and correlations; 16. Options: the Black and Scholes model; 17. Options: some more specific problems; 18. Options: minimum variance Monte-Carlo; 19. The yield curve; 20. Simple mechanisms for anomalous price statistics; Index of most important symbols; Index.