We test whether investment explains the accrual anomaly by distinguishing between accruals related to new investment and so-called ‘nontransaction' accruals, items such as depreciation and asset write-downs that do not represent new investment expenditures. The two types of accruals have very...

Li (2011) proposes a quarterly earnings prediction model for loss generating firms, shows that it produces better specified future earnings estimates relative to naïve quarterly forecast models, and that it can be used to form a trading strategy that produces economically significant annual...

Prior studies attribute the future excess return patterns of R&D firms to either compensation for increased risk from R&D or to mispricing by investors. We suggest a third explanation for the future excess returns of R&D firms. We show that neither the level of R&D investment nor the change in...

This paper studies institutional investors' incentives to be engaged shareholders. We measure incentives as the increase in an institution's cash flow (management fees) when a stockholding increases 1% in value, considering both the direct effect on assets under management and the indirect...

This paper studies the cross-sectional properties of return forecasts derived from Fama-MacBeth regressions. These forecasts mimic how an investor could, in real time, combine many firm characteristics to obtain a composite estimate of a stock's expected return. Empirically, the forecasts vary...