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Introduction to Econophysics

Introduction to Econophysics

Introduction to Econophysics

Correlations and Complexity in Finance
Rosario N. Mantegna, Università degli Studi, Palermo, Italy
H. Eugene Stanley, Boston University
July 2007
Available
Paperback
9780521039871

    Statistical physics concepts such as stochastic dynamics, short- and long-range correlations, self-similarity and scaling, permit an understanding of the global behavior of economic systems without first having to work out a detailed microscopic description of the system. This pioneering text explores the use of these concepts in the description of financial systems, the dynamic new specialty of econophysics. The authors illustrate the scaling concepts used in probability theory, critical phenomena, and fully-developed turbulent fluids and apply them to financial time series. They also present a new stochastic model that displays several of the statistical properties observed in empirical data. Physicists will find the application of statistical physics concepts to economic systems fascinating. Economists and other financial professionals will benefit from the book's empirical analysis methods and well-formulated theoretical tools that will allow them to describe systems composed of a huge number of interacting subsystems.

    • This book is on an important field of econophysics, which applies ideas from statistical physics to economics and finance
    • Gene Stanley is a distinguished and very well-known physicist and author
    • This work was highlighted in a page 1 article in the Wall Street Journal on November 6, 1998

    Reviews & endorsements

    "Clearly and concisely written, this book provides an excellent introduction to the problem of understanding the empirical statistical properties of prices." Doyne Farmer, Prediction Company, Santa Fe and the Santa Fe Institute

    "[A] clear summary of many of the statistical properties of stock prices ... will prove useful to reseachers in several disciplines." /s Journal of Economic Literature

    "Mantegna...and Stanley...draw on concepts from statistical physics to describe financial systems...[and]...illustrate the scaling concepts used in probability theory, in critical phenomena, and in fully developed turbulent fluids, and apply them to financial time series to gain insight into the behavior of financial markets." Reference & Research Book News

    "This book is beneficial to both the financial economicist and the physicist...An Itroduction to Econopysics Correlations and Complexity in Finance provides a valuable picture of the relationship between physics and financial economics." Discrefe Dynamics in NAture and Society 2001 vol.6

    See more reviews

    Product details

    July 2007
    Paperback
    9780521039871
    164 pages
    243 × 168 × 8 mm
    0.274kg
    63 b/w illus.
    Available

    Table of Contents

    • Preface
    • 1. Introduction
    • 2. Efficient market hypothesis
    • 3. Random walk
    • 4. Lévy stochastic processes and limit theorems
    • 5. Scales in financial data
    • 6. Stationarity and time correlation
    • 7. Time correlation in financial time series
    • 8. Stochastic models of price dynamics
    • 9. Scaling and its breakdown
    • 10. ARCH and GARCH processes
    • 11. Financial markets and turbulence
    • 12. Correlation and anti-correlation between stocks
    • 13. Taxonomy of a stock portfolio
    • 14. Options in idealized markets
    • 15. Options in real markets
    • Appendix A: notation guide
    • Appendix B: martingales
    • References
    • Index.
      Authors
    • Rosario N. Mantegna , Università degli Studi, Palermo, Italy
    • H. Eugene Stanley , Boston University