We split up the standard momentum return over months t-12 to t-2 at the highest stock price within this formation period. Of the overall momentum profits in month t, 84% can be attributed to the return prior to this peak price although research has exclusively focused on the post-peak return so...

This paper introduces a new tool — the wavelet-variance estimator — that measures the fraction of trading activity at each investment horizon. We find substantial cross-sectional variation in horizons, even for stocks with the same volume, size, and liquidity. Moreover, the fraction of...

We generalize the Ferreira and Santa-Clara (2011) sum-of-the-parts method for forecasting stock market returns. Rather than summing the parts of stock returns, we suggest summing some of the frequency-decomposed parts. The proposed method signi cantly improves upon the original sum-of-the-parts...

We test the implications of the return decomposition of Campbell (1991), in which the unexpected market return is decomposed into cash-flow and discount-rate news. Unlike most of the previous literature, which uses VAR models to implement the return decomposition, we propose a state-space model...

We study the value premium using the multiples-based market-to-book decomposition of Rhodes-Kropf, Robinson, and Viswanathan (2005). The market-to-value component drives all of the value strategy return, while the value-to-book component exhibits no return predictability in either portfolio...

We develop a return variance decomposition model to separate the role of different types of information and noise in stock price movements. We disentangle four components: market-wide information, private firm-specific information revealed through trading, firm-specific information revealed...

We use the Campbell (1991) return decomposition framework to reexamine the variation in the information content of earnings between profit firms and loss firms and over time. We show that current earnings surprises are more strongly correlated with the discount rate news component of returns for...

This study examines the relative importance of percentage change in price-to-earnings ratio (PE), percentage change in dividend yield (DY) and change in aggregate Tobin's q ratio (∆TBQ) in forecasting returns on the S&P 500 (SP). The results from the variance decomposition analysis of...

Composite equity issuance (CEI) anomaly was one of well-known stock anomalies. Kent Daniel and Sheridan Titman in their 2006 paper, “Market Reaction to Tangible and Intangible Information”, broke down stock return into tangible and intangible return and argued that intangible return can...

Evidence presented in Dasgupta et al. (2011) indicates that financial institutions can be net buyers or sellers of a stock over consecutive quarters, implying the existence of trends in a stock's institutional ownership. I investigate the relation between institutional ownership and returns...