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Trends in Quantitative Finance

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Trends in Quantitative Finance
Frank J. Fabozzi, CFA
Yale University and Journal of Portfolio Management

Sergio M. Focardi The Intertek Group Petter N. Kolm Yale University

Trends in Quantitative Finance

Statement of Purpose
The Research Foundation of CFA Institute is a not-for-profit organization established to promote the development and dissemination of relevant research for investment practitioners worldwide.

The Research Foundation of CFA Institute and the Research Foundation logo are trademarks owned by The Research Foundation of CFA Institute. CFA®, Chartered Financial Analyst®, AIMR-PPS®, and GIPS® are just a few of the trademarks owned by CFA Institute. To view a list of CFA Institute trademarks and a Guide for the Use of CFA Institute Marks, please visit our website at www.cfainstitute.org. © 2006 The Research Foundation of CFA Institute All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the copyright holder. This publication is designed to provide accurate and authoritative information in regard to the subject matter covered. It is sold with the understanding that the publisher is not engaged in rendering legal, accounting, or other professional service. If legal advice or other expert assistance is required, the services of a competent professional should be sought. ISBN 978-1-932495-49-2 Printed in the United States of America 21 April 2006
Editorial Staff Elizabeth A. Collins Book Editor David L. Hess Assistant Editor Kara H. Morris Production Manager

Lois Carrier Production Specialist

Biographies
Frank J. Fabozzi, CFA, CPA, is adjunct professor of finance and Becton Fellow in the School of Management at Yale University and editor of the Journal of Portfolio Management. Prior to joining the Yale faculty, he was a visiting professor of finance in the Sloan School at



References: Muth, John F. 1960. “Optimal Properties of Exponentially Weighted Forecasts.” Journal of the American Statistical Association, vol. 55, no. 290 (June):299–306. Nielsen, Steen, and Jan Overgaard Olesen. 2000. “Regime-Switching Stock Returns and Mean Reversion.” Working Paper 11–2000, Department of Economics and EPRU, Copenhagen Business School. Poterba, James, and Lawrence Summers. 1988. “Mean Reversion in Stock Prices: Evidence and Implications.” Journal of Financial Economics, vol. 79:22–25. Quinlan, J. Ross. 1979. “Discovering Rules by Induction from Large Collections of Examples.” In Expert Systems in the Micro-Electronic Age. Edited by Donald Michie. Edinburgh: Edinburgh University Press. Rachev, Svetlozar T., and Stefan Mittnik. 2000. Stable Paretian Models in Finance. Chichester, U.K.: John Wiley & Sons. Rachev, Svetlozar T., Christian Menn, and Frank J. Fabozzi. 2005. Fat-Tailed and Skewed Asset Return Distributions: Implications for Risk Management, Portfolio Selection, and Option Pricing. Hoboken, NJ: John Wiley & Sons. Refenes, Apostolos-Paul, ed. 1995. Neural Networks in the Capital Markets. New York, NY: John Wiley and Sons. Rhodes, Mark. 2000. Past Imperfect: the Performance of UK Equity Managed Funds. Financial Services Authority Occasional Paper (August). Risager, Ole. 1998. “Random Walk or Mean Reversion: the Danish Stock Market since World War I.” Working Paper 7–98, Department of Economics and EPRU, Copenhagen Business School. Rosenberg, Barr, and James A. Ohlson. 1976. “The Stationary Distribution of Returns and Portfolio Separation in Capital Markets: A Fundamental Contradiction.” Journal of Financial and Quantitative Analysis, vol. 11, no. 3 (September): 393–401. Ross, Stephen A. 1976. “The Arbitrage Theory of Capital Asset Pricing.” Journal of Economic Theory, vol. 13, no. 3 (December):341–360. Rouwenhorst, K. Geert. 1998. “International Momentum Strategies.” Journal of Finance, vol. 53, no. 1 (February):267–284. Samorodnitsky, Gennady, and Murad S. Taqqu. 1994. Stable Non-Gaussian Processes: Stochastic Models with Infinite Variance. New York: Chapman and Hall. ©2006, The Research Foundation of CFA Institute 131 Trends in Quantitative Finance Samuelson, Paul A. 1965. “Proof that Properly Anticipated Prices Fluctuate Randomly.” Industrial Management Review, vol. 6, no. 1 (Spring):41–50. ———. 1994. “The Long-Term Case for Equities.” Journal of Portfolio Management, vol. 20, no. 1 (Fall):15–24. Sharpe, William F. 1964. “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk.” Journal of Finance, vol. 19, no. 3:425–442. Simon, Herbert A. 1980. The New Science of Management Decision. New York, NY: Harper and Row. Sorensen, Eric H., Ronald Hua, and Edward Qian. 2005. “Contextual Fundamentals, Models, and Active Management.” Journal of Portfolio Management, vol. 31, no. 1 (Fall):23–26. Thawornwong, Suraphan, and David Enke. 2004. “The Adaptive Selection of Financial and Economic Variables for Use with Artificial Neural Networks.” Neurocomputing, vol. 56:205–232. Thorley, Steven R. 1995. “The Time-Diversification Controversy.” Financial Analysts Journal, vol. 51, no. 3 (May/June):68–76. Tobin, James. 1958. “Liquidity Preferences as Behavior towards Risk.” Review of Economic Studies, vol. 25, no. 2:65–86. Treynor, Jack L. 1961. “Towards a Theory of Market Value of Risky Assets.” Unpublished manuscript. Trippi, Robert. 1992. Neural Networks in Finance and Investing: Using Artificial Intelligence to Improve Real World Performance. Chicago, IL: Probus Publishing. Vanini, Paolo, and L. Vignola. 2002. “Optimal Decision-Making with Time Diversification.” European Finance Review, vol. 6, no. 1:1–30. Vapnik, Vladimir N. 1995. The Nature of Statistical Learning Theory. New York: Springer. ———. 1998. Statistical Learning Theory. New York: Springer. Varian, Hal R. 1992. Microeconomic Analysis. New York: W.W. Norton & Co. Von Neumann, John, and Oskar Morgenstern. 1944. Theory of Games and Economic Behavior. Princeton, NJ: Princeton University Press. Ziemba, William T. 2003. The Stochastic Programming Approach to Asset, Liability, and Wealth Management. Charlottesville, VA: Research Foundation of CFA Institute. 132 ©2006, The Research Foundation of CFA Institute

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