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Leaning for the Tape: Evidence of Gaming Behavior in Equity Mutual Funds

Journal of Finance 2002 57(2), 661-693
We present evidence that fund managers inflate quarter‐end portfolio prices with last‐minute purchases of stocks already held. The magnitude of price inflation ranges from 0.5 percent per year for large‐cap funds to well over 2 percent for small‐cap funds. We find that the cross section of inflation matches the cross section of incentives from the flow/performance relation, that a surge of trading in the quarter's last minutes coincides with a surge in equity prices, and that the inflation is greatest for the stocks held by funds with the most incentive to inflate, controlling for the stocks' size and performance.

Liquidity, Information, and Infrequently Traded Stocks

Journal of Finance 1996 51(4), 1405-1436
This article investigates whether differences in information‐based trading can explain observed differences in spreads for active and infrequently traded stocks. Using a new empirical technique, we estimate the risk of information‐based trading for a sample of New York Stock Exchange (NYSE) listed stocks. We use the information in trade data to determine how frequently new information occurs, the composition of trading when it does, and the depth of the market for different volume‐decile stocks. Our most important empirical result is that the probability of information‐based trading is lower for high volume stocks. Using regressions, we provide evidence of the economic importance of information‐based trading on spreads.

Trading Volume and Transaction Costs in Specialist Markets

Journal of Finance 1994 49(4), 1489-1505
Prior work with competitive rational expectations equilibrium models indicates that there should be a positive relation between trading volume and differences in beliefs or information among traders. We show that this result is sensitive to whether and how transaction costs are modeled. In a specialist market with endogenous transaction costs we show that trading volume can be negatively related to the degree of informational asymmetry in the market. Our analysis highlights the dependence of volume on market structure, and our results suggest that the “volume effects” of corporate or macroeconomic events reflect a decrease, rather than an increase, in heterogeneity of beliefs or asymmetry of information.

The Effect of Government Regulations on Personal Loan Markets: A Tobit Estimation of a Microeconomic Model

Journal of Finance 1983 38(4), 1233-1251
The purpose of this paper is to analyze both theoretically and empirically the effect of selected government regulations on a high‐risk personal loan market. Unlike previous studies, which have generally relied on a loosely specified theory and then tested this theory with statewide aggregate data, our analysis is based on a more tightly specified model for individual loans which is then tested using statewide disaggregated data. The empirical results indicate that the regulatory effects are not only significant but consistent with our theoretical microeconomic model.