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FROM THE BOOKSHELF

ANDREW RUPPEL, Feature Editor, McIntire School of Commerce,
University of Virginia



Do Dice Play God?

by Mark White, McIntire School of Commerce, University of Virginia


Against the Gods: The Remarkable Story of Risk
Peter Bernstein
John Wiley & Sons, 1996
383 pages

Peter Bernstein's newest book is an immensely enjoyable romp through the origins and history of risk management techniques. Perhaps no topic is more central to decision sciences than uncertainty, and Mr. Bernstein has done an outstanding job chronicling and describing the work of scholars in mathematics, statistics, economics and finance to resolve, or at least mitigate, unfortunate outcomes. He knows whereof he speaks; an historian and accomplished investor, Bernstein founded the Journal of Portfolio Management and made the best seller lists with his previous book, Capital Ideas: The Improbable Origins of Modern Wall Street.

In the Introduction, Bernstein asserts that the single most important factor differentiating modern times from our historical past is mastery of risk. Chance and fate have given way to probability and statistics; the Black-Scholes option pricing model has replaced the Oracle of Delphi. In five chronologically distinct sections, Bernstein traces developments in the measurement and mastery of risk from the invention of the zero to the development of neural networks and genetic algorithms.

In Section One, Bernstein acknowledges the historical prevalence of games of chance and man's early reliance on fate as a guiding force. The discovery of numbers serves as the cornerstone for what is to come -- "Without numbers, risk is wholly a matter of gut." Leonardo Pisano, aka Fibonacci, presents myriad practical applications of the new tools in his Liber Abaci.

The first attempt to quantify risk is described in Section Two, covering the period 1200 to 1700. Luis Paccioli, the "father of accounting," asks how one should divide the winnings of an unfinished game of chance. Fellow Italian and inveterate gambler Girolamo Cardano expands on this question, developing rudimentary laws of probability along the way. These are refined further by mathematical geniuses Blaise Pascal and Pierre de Fermat during the latter half of the fifteenth century. Meanwhile, John Graunt, a well-to-do English merchant, is analyzing records of births and deaths in London with the goal of determining average life expectancies. Graunt's work, and that of Edmund Halley (of comet fame) provided the beginnings for actuarial science and the insurance industry.

The years 1700 - 1900, chronicled in Section Three, were an exciting time in the history of risk. Three members of the venerated Bernoulli familyþDaniel, Jacob and Nicolaus -- made important contributions. Daniel realized that everyone does not value risk the same way. In other words, people maximize expected utility, not expected value, and the utility one receives from a particular outcome is inherently subjective. Daniel's uncle Jacob developed the Law of Large Numbers as a result of his focus on the quality of information available to a person making uncertain decisions. Jacob's ideas were expanded upon by his nephew Nicolaus, Abraham de Moivre and Thomas Bayes, among others. De Moivre is credited with discovering the bell curve; Bayes developed a system of inference useful for revising old information in light of new.

Bernstein then introduces readers to the work of Carl Friedrich Gauss (the normal distribution) and Francis Galton (regression to the mean), along with a fascinating digression on the latter concept's application to the stock market. As the 19th century draws to a close, risk management follows rationally from risk measurement, and quantification is all that is needed. English economist William Stanley Jevons is able to remark, "Value depends entirely upon utility."

Section Four (1900-1960) concentrates on the major controversy facing risk managers todayþreliance on past patterns of events vs. subjective beliefs about the future. Economists Frank Knight and John Maynard Keynes emphasize the role of uncertainty in decision-making. In Bernstein's words, "we are not prisoners of an inevitable future. Uncertainty makes us free." The quest for rationality in decision making was furthered by John von Neumann and Oskar Morgenstern's development of game theory and Harry Markowitz's elaboration of portfolio selection theory. The former provides tools for analyzing the role of other persons' actions in creating uncertainty, while the latter describes the benefits of a diversified investment strategy.

The book's final section should appeal to readers familiar with the advances described earlier. Two major topics are discussed: departures from the rational model and the application of risk management techniques to the financial markets in the form of derivative instruments. Prospect theory, developed by Daniel Kahneman and Amos Tversky, argues that humans are powerfully driven to avoid losses, and that risk valuation depends on strongly upon one's reference position. Additional work by Richard Thaler, Meir Statman and others has reinforced these findings. Their work has spawned a new discipline ("behavioral finance") aimed at discerning what's really motivating investors.

The central role of volatility in the creation of new financial instruments is captured by Bernstein's colorful descriptions of the options, futures, portfolio insurance and swap markets. He concludes that while derivative instruments certainly have increased systemic financial risk, they have also provided unparalleled opportunities for financial and corporate innovation.

Against the Gods is peppered with amusing anecdotes and interesting side comments. We learn, for instance, that the word algorithm derives from the name of the great Arabic mathematician al-Khowrizm. To emphasize the critical role of numbers in the measurement of risk, Chapter Two is paginated in roman numerals. Francis Galton, whose obsessive measurements led to his discovery of reversion to the mean, also fathered the field of eugenics. During the War Between the States, the Confederate government drastically reduced its cost of borrowing via a clever option-linked bond issue tied to the price of cotton and the fortunes of the Confederacy.

Peter Bernstein's lively and accessible writing style, engaging command of history, and fascinating applications make this book a sure winner for academics, practitioners, and students alike. A thoughtful bibliography (highlighting especially useful references) is provided for those wishing to explore certain topics in greater depth. The well-organized and thorough index aid the reader's inevitable desire to look up and share particularly interesting anecdotes.

The book's sole weakness is its focus on Western traditions of risk measurement and management. Significant differences exist between the American-European view of risk and that of other (particularly Asian) cultures. For the most part, however, these issues are beyond the scope of this book; their inclusion would significantly increase the book's already substantial (380 pages) length.

Against the Gods is well-written, informative and stimulating. It joins Malkiel's A Random Walk Down Wall Street and Bernstein's earlier work, Capital Origins, on my "Favorite Recommended Reading" list.



from Decision Line, March 1997, 28(2)