Distinguishing between recurring and transitory components of earnings is a critical task in financial statement analysis. Academics and quantitative investors often rely on measures derived from standardized financial databases in making this distinction. We use unobserved components modelling...

Previous research finds that EPS growth is difficult to predict and reasons that much of the observed variation in valuation multiples is due to mispricing (e.g., Lakonishok, Shleifer, and Vishny, 1994; Chan, Karceski, and Lakonishok, 2003; Israel, Laursen, and Richardson, 2021). We revisit these...

This paper provides a framework for defining, formulating and evaluating value investment strategies. We define the relative value of an investment in terms of the prospective yield implied by the investment's current price and expected future cash flows. We develop an intuitive and parsimonious...

This paper extends the work of Sloan (1996) by linking accrual reliability to earnings persistence. We construct a model showing that less reliable accruals lead to lower earnings persistence. We then develop a comprehensive balance sheet categorization of accruals and rate each category...

We assess earnings lack of timeliness and value- irrelevant noise in earnings as explanations for the weak contemporaneous return-earnings association. Earnings lack timeliness because objectivity, verifiability, and conservatism conventions underlie the accounting measurement process. Noise in...