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Preferences for Stock Characteristics As Revealed by Mutual Fund Portfolio Holdings

Journal of Finance 1996 51(1), 111-135
This investigation of the cross‐section of mutual fund equity holdings for the years 1991 and 1992 shows that mutual funds have a significant preference towards stocks with high visibility and low transaction costs, and are averse to stocks with low idiosyncratic volatility. These findings are relevant to theories concerning investor recognition, a potential agency problem in mutual funds, tests of trend‐following and herd behavior by mutual funds, and corporate finance.

Recovering Probability Distributions from Option Prices

Journal of Finance 1996 51(5), 1611-1631 open access
This article derives underlying asset risk‐neutral probability distributions of European options on the S&P 500 index. Nonparametric methods are used to choose probabilities that minimize an objective function subject to requiring that the probabilities are consistent with observed option and underlying asset prices. Alternative optimization specifications produce approximately the same implied distributions. A new and fast optimization technique for estimating probability distributions based on maximizing the smoothness of the resulting distribution is proposed. Since the crash, the risk‐neutral probability of a three (four) standard deviation decline in the index (about −36 percent (−46 percent) over a year) is about 10 (100) times more likely than under the assumption of lognormality.

Shareholder Activism by Institutional Investors: Evidence from CalPERS

Journal of Finance 1996 51(1), 227-252
This study examines firm characteristics that lead to shareholder activism and analyzes the effects of activism on target firm governance structure, shareholder wealth, and operating performance for the 51 firms targeted by CalPERS over the 1987–93 period. Firm size and level of institutional holdings are found to be positively related to the probability of being targeted, and 72 percent of firms targeted after 1988 adopt proposed changes or make changes resulting in a settlement with CalPERS. Shareholder wealth increases for firms that adopt or settle and decreases for firms that resist. No statistically significant change in operating performance is found.

Momentum Strategies

Journal of Finance 1996 51(5), 1681-1713
We examine whether the predictability of future returns from past returns is due to the market's underreaction to information, in particular to past earnings news. Past return and past earnings surprise each predict large drifts in future returns after controlling for the other. Market risk, size, and book–to–market effects do not explain the drifts. There is little evidence of subsequent reversals in the returns of stocks with high price and earnings momentum. Security analysts' earnings forecasts also respond sluggishly to past news, especially in the case of stocks with the worst past performance. The results suggest a market that responds only gradually to new information.

Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry

Journal of Finance 1996 51(1), 85-110
We test the hypothesis that when their compensation is linked to relative performance, managers of investment portfolios likely to end up as “losers” will manipulate fund risk differently than those managing portfolios likely to be “winners.” An empirical investigation of the performance of 334 growth‐oriented mutual funds during 1976 to 1991 demonstrates that mid‐year losers tend to increase fund volatility in the latter part of an annual assessment period to a greater extent than mid‐year winners. Furthermore, we show that this effect became stronger as industry growth and investor awareness of fund performance increased over time.

Who Manages Risk? An Empirical Examination of Risk Management Practices in the Gold Mining Industry

Journal of Finance 1996 51(4), 1097-1137
This article examines a new database that details corporate risk management activity in the North American gold mining industry. I find little empirical support for the predictive power of theories that view risk management as a means to maximize shareholder value. However, firms whose managers hold more options manage less gold price risk, and firms whose managers hold more stock manage more gold price risk, suggesting that managerial risk aversion may affect corporate risk management policy. Further, risk management is negatively associated with the tenure of firms' CFOs, perhaps reflecting managerial interests, skills, or preferences.

Multifactor Explanations of Asset Pricing Anomalies

Journal of Finance 1996
Previous work shows that average returns on common stocks are related to firm characteristics like size, earnings/price, cashflow/price, book-to-market equity, past sales growth, long-term past return, and short term past return. Because these patterns in average returns apparently are not explained by the CAPM, they are called anomalies. We find that, except for the continuation of short-term returns, the anomalies largely disappear in a three-factor model. Our results are consistent with rational ICAPM or APT asset pricing, but we also consider irrational pricing and data problems as possible explanations.

Oil and the Stock Markets

Journal of Finance 1996 51(2), 463-491
We test whether the reaction of international stock markets to oil shocks can be justified by current and future changes in real cash flows and/or changes in expected returns. We find that in the postwar period, the reaction of United States and Canadian stock prices to oil shocks can be completely accounted for by the impact of these shocks on real cash flows alone. In contrast, in both the United Kingdom and Japan, innovations in oil prices appear to cause larger changes in stock prices than can be justified by subsequent changes in real cash flows or by changing expected returns.

Idiosyncratic Variation of Treasury Bill Yields.

Journal of Finance 1996 51(2), 527-51
The author documents a dramatic increase in the importance of two types of variation in Treasury bill yields beginning in the early 1980s. The first is idiosyncratic variation in individual short-maturity (less than three months) bill yields. The second is a common component in Treasury bill yields that is not shared by yields on other instruments, such as short-maturity privately issued instruments or longer-maturity Treasury notes and bonds. Some evidence suggests the first type reflects increased market segmentation. These results have important implications for the calibration and testing of no-arbitrage term structure models and interpreting tests of the expectations hypothesis.