The Statistical Mechanics of Financial Markets (Theoretical and Mathematical Physics)

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Press:Springer Springer; Softcover reprint of hardcover 3rd ed. 2005 edition (January 14, 2010)
Publication Date:2010-11-19
ISBN:9783642065781
Author Name:Johannes Voit
Pages:393
Language:English

Content

The present third edition of The Statistical Mechanics of Financial Markets is published only four years after the ?rst edition. 
The success of the book highlights the interest in a summary of the broad research activities on the application of statistical physics to ?nancial markets.
I am very grateful to readers and reviewers for their positive reception and comments.
Why then prepare a new edition instead of only reprinting and correcting the second edition? The new edition has been signi?cantly expanded, giving it a more pr- tical twist towards banking.
The most important extensions are due to my practical experience as a risk manager in the German Savings Banks’ As- ciation (DSGV): Two new chapters on risk management and on the closely related topic of economic and regulatory capital for ?nancial institutions, - spectively, have been added.
The chapter on risk management contains both the basics as well as advanced topics, e.
g.
coherent risk measures, which have not yet reached the statistical physics community interested in ?nancial m- kets.
Similarly, it is surprising how little research by academic physicists has appeared on topics relating to Basel II.
Basel II is the new capital adequacy framework which will set the standards in risk management in many co- tries for the years to come.
Basel II is responsible for many job openings in banks for which physicists are extemely well quali?ed.
For these reasons, an outline of Basel II takes a major part of the chapter on capital.

From the Back Cover

This highly praised introductory treatment describes the parallels between statistical physics and finance - both those established in the 100-year long interaction between these disciplines, as well as new research results on financial markets. 
The random-walk technique, well known in physics, is also the basic model in finance, upon which are built, for example, the Black-Scholes theory of option pricing and hedging, plus methods of portfolio optimization.
Here the underlying assumptions are assessed critically.
Using empirical financial data and analogies to physical models such as fluid flows, turbulence, or superdiffusion, the book develops a more accurate description of financial markets based on random walks.
With this approach, novel methods for derivative pricing and risk management can be formulated.
Computer simulations of interacting-agent models provide insight into the mechanisms underlying unconventional price dynamics.
It is shown that stock exchange crashes can be modelled in ways analogous to phase transitions and earthquakes, and sometimes have even been predicted successfully.
This third edition of The Statistical Mechanics of Financial Markets especially stands apart from other treatments because it offers new chapters containing a practitioner's treatment of two important current topics in banking: the basic notions and tools of risk management and capital requirements for financial institutions, including an overview of the new Basel II capital framework which may well set the risk management standards in scores of countries for years to come.

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Science & Math,Evolution,Game Theory,Business & Money,Education & Reference,Statistics,Physics,Mathematical Physics



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Comment List (Total:7)

  •     I am a physics grad student thinking about switching to finance. This book is a good start on that path.
  •     This text is extremely good at presenting an overview of using statistical analysis on the financial markets. The text is in-depth and relatively complete. It also does a nice job of linking the techniques used to physical analyses common in the natural sciences to help the techniques make intuitive sense. He also does a good job of analyzing real financial data. While the math is not trivial, Voit does a good job of explaining the basic equations without going through long, tedious proofs. However, if you do not have a background in the physical sciences, I think it could be a tough read. On the flip side, if you do have such a background, I think it reads very easily given the mathematical nature of the topic.
  •     Good Book.Excellente conditions and embalajeExactitud en la entregaBuen embalajeCondiciones perfectasPasat y hojas en buen estado
  •     This book was my first thorough introduction to this field and I have found it thoroughly enjoyable. The comparisions between the tools of Physics and Finance along with the presentation of empirical data was highly stimulating. The economic terms were presented with lucidity and conciseness and the use of relevant examples in both Physics and Finance made it an easy read. Also of great value was it comparisons of standard economic theory with various tools within Physics.This book also provides a very complete Bibliography where one can find classical and neoclassical economic texts and further references and directions in this relatively new field. I highly reccomend it to any Physicist looking to go into Finance or just as a good read and also to (neo) classical econonomists and financial engineers alike.I also deeply appreciated the respect it showed to economists and its straightforward, non preachy manner that many Physicists are often guilty of!Thanks
  •     The author, Johannes Voit, has taught at the University of Bayreuth and University of Freiburg and has experience as a risk manager in the German Savings Banks' Association.An adequate summary of the material discussed in the book appears on the back cover of the book. I have nothing to add to those comments except that I found that his presentation brought cohesion to a subject matter which, seems to me to be, fragmented and plagued by assumptions.
  •     Very useful book, particularly in what concerns alternative L-Stable distributions. True, not too versed in financial theory but I'd rather see the author erring on the side of more physics than mathematical economics. As an author I don't ask much from books, just to deliver what they indend. This one does.Clear historical description of Einstein/Bachelier. Hopefully one day we will call derivatives pricing the Bachelier valuation.The book in short provides an excellent perspective on the statistical approach to asset price dynamics. Very clear and to the point.Nassim Nicholas Taleb
  •     There is a great review online titled, "Statistical Phynance" by another author. It's on the American Scientist website. That is a great review.I am an investment consultant but my undergrad work was physics and math (I also have a finance mba and have passed a few actuarial exams). I will admit I was a top student in both disciplines (math and physics) at very selective school, and Voit's exploration is not for the easily deterred. I'm sure most people who read this book are much smarter than me--after all, it's a physics text--but I make these comments to be helpful to those wandering over from other disciplines. I only wish I had the time to delve deeply into the subject matter, because that is what this text deserves. As it is, I can read it as an essay and rely on my background in statistics/physics/probability/finance for the intuition required to understand the author's analysis and conclusions--to an extent.This book has me excited about the possible practical applications in my work; to be frank, I think it's revolutionary. But that's just me coming from my little corner of the world.
 

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