We find the disparity between long-term and short-term analyst forecasted earnings growth is a robust predictor of future returns and revisions in long-term forecasted earnings growth. After adjusting for industry characteristics, stocks whose long-term earnings growth forecasts are far above or...

We show that a mutual fund's stock selection skill can be decomposed into additional components that include impatient quot;informed tradingquot; and quot;liquidity provision.quot; We validate our method by verifying that liquidity providing trades are the primary source of value for the...

Turnover, extreme returns, news and advertising expense are indirect proxies of investor attention. In contrast, we propose a direct measure of investor demand for attention -- active attention -- using search frequency in Google (SVI). In a sample of Russell 3000 stocks from 2004 to 2008, we...

We provide empirical evidence supporting the view that a sharp rise in a firm's default likelihood causes a change in its shareholder clientele: mutual funds decrease their holdings of the firm's share, trading volume and cost increase, and the order imbalance measure indicates large selling...

The relative predictability of returns and dividends is a central issue since it forms the paradigm to interpret asset price variation. A little studied question is how dividend smoothing, as a choice of corporate policy, affects predictability. We show that, even if dividends are supposed to be...

We conjecture that a mutual fund manager with superior stock selection ability is more likely to benefit from trading in stocks affected by information-events. Taking the probability of informed trading (PIN, Easley, Kiefer, O'Hara, and Paperman, 1996) to measure the amount of informed trading...

We show that a mutual fund's stock selection skill can be decomposed into additional components that include liquidity-absorbing impatient trading and liquidity provision. We find that past performance predicts future performance better among funds trading in stocks affected more by information...

The returns of stocks are partially driven by changes in their expected cashflow. Using revisions in analyst earnings forecasts, we construct an analyst earnings beta that measures the covariance between the cashflow innovations of an asset and those of the market. A higher analyst earnings beta...

We show that the abnormal returns on high default risk stocks documented by Vassalou and Xing (2004) are driven by short-term return reversals rather than systematic default risk. These abnormal returns occur only during the month after portfolio formation and are concentrated in a small subset...