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Probability and finance: it's only a game!

โœ Scribed by Glenn Shafer, Vladimir Vovk


Publisher
J. Wiley & Sons
Year
2001
Tongue
English
Leaves
217
Series
Wiley series in probability and statistics. Financial engineering section
Edition
1
Category
Library

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โœฆ Synopsis


Probability and Finance is essential reading for anyone who studies or uses probability. Mathematicians and statisticians will find in it a new framework for probability: game theory instead of measure theory. Philosophers will find a surprising synthesis of the objective and the subjective. Practitioners, especially in financial engineering, will learn new ways to understand and sometimes eliminate stochastic models.The first half of the book explains a new mathematical and philosophical framework for probability, based on a sequential game between an idealized scientist and the world. Two very accessible introductory chapters, one presenting an overview of the new framework and one reviewing its historical context, are followed by a careful mathematical treatment of probability's classical limit theorems.The second half of the book, on finance, illustrates the potential of the new framework. It proposes greater use of the market and less use of stochastic models in the pricing of financial derivatives, and it shows how purely game-theoretic probability can replace stochastic models in the efficient-market hypothesis.


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Provides a foundation for probability based on game theory rather than measure theory.<ul><li>A strong philosophical approach with practical applications.<li>Presents in-depth coverage of classical probability theory as well as new theory.</ul>