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Science/Engineering Fat-Tailed and Skewed Asset Return Distributions

Posted on 2010-03-16




Name:Science/Engineering Fat-Tailed and Skewed Asset Return Distributions
ASIN/ISBN:0471718866
Language:English
File size:10.5 Mb
Publish Date: 2005-08-05
ISBN: 0471718866
File Type: PDF
Pages: 369 Pages
Other Info: Wiley; 10.5mb
   Science/Engineering Fat-Tailed and Skewed Asset Return Distributions

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Svetlozar T. Rachev, Frank J. Fabozzi, Christian Menn"Fat-Tailed and Skewed Asset Return Distributions"

While mainstream financial theories and applications assume that asset returns are normally distributed, overwhelming empirical evidence shows otherwise. Yet many professionals don’t appreciate the highly statistical models that take this empirical evidence into consideration. Fat-Tailed and Skewed Asset Return Distributions examines this dilemma and offers readers a less technical look at how portfolio selection, risk management, and option pricing modeling should and can be undertaken when the assumption of a non-normal distribution for asset returns is violated. Topics covered in this comprehensive book include an extensive discussion of probability distributions, estimating probability distributions, portfolio selection, alternative risk measures, and much more. Fat-Tailed and Skewed Asset Return Distributions provides a bridge between the highly technical theory of statistical distributional analysis, stochastic processes, and econometrics of financial returns and real-world risk management and investments.

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