Sell-side analysts change their stock recommendations when their valuations differ from the market's. These valuation differences can arise from either differences in earnings estimates or the non-earnings components of valuation methodologies. We find that recommendation changes motivated by...

Using Bloomberg’s daily Twitter Sentiment data for S&P500 firms, we show that Twitter information reduces forecast optimism and improves forecast accuracy of sell-side equity analysts. Negative Twitter information is more influential, and this effect is distinct from the impact of news. Using...

This study examines whether diversity among market participants is associated with diverse information environments and better aggregation of information. Using measures of diversity among sell-side equity analysts, we demonstrate that although minority analyst forecasts are less accurate, their...

This study analyzes information production and trading behavior of banks with lending relationships. We combine trade-by-trade supervisory data and credit-registry data to examine banks' proprietary trading in borrower stocks around a large number of corporate events. We find that relationship...

We examine how sell-side equity analysts strategically disclose information of differing quality to the public versus the buy-side mutual fund managers to whom they are connected. We consider cases in which analysts recommend that the public buys a stock, but some fund managers sell it. We...

In this study we use a comprehensive database of mutual funds and study performance persistence across different styles, regions, and asset classes. While we find strong evidence of performance persistence for some markets, there is weak or no evidence for other markets. Contrary to popular...

We examine the performance of the buy-write option strategy (BWS) on the Australian Stock Exchange and analyse whether such an investment opportunity violates the efficient market hypothesis on the basis of its risk and returns. This study investigates the relationship between buy-write...

We rationalize exclusive portfolio dealing in a novel three-period partial equilibrium framework populated by a representative, risk-neutral seller and a small number of ex ante identical broker-dealers. Endowed with independent, uncertain demand for a representative asset, the broker-dealers...

The trading of private securities has recently gained greater visibility and importance with the advent of organized, private security exchanges. This paper uses data on IPO firms that list on the SharesPost private securities exchange platform to examine the potential benefits of a listing....

Quantitative research analysts (Quants) produce in-depth quantitative and econometric modeling of market anomalies to assist sell-side analysts and institutional clients with stock selection strategies. Quants are associated with more efficient analyst forecasting behavior on anomaly predictors...