In this article I discuss Penman (2016), titled “Valuation: Accounting for Risk and the Expected Return.” Penman (2016) is important because it offers potential insights that can help us understand why the book-to-market ratio and other accounting-based variables may impact expected stock...

This study finds that the association between future stock returns and information quality depends on how option-like is the firm's equity. Firms that have more growth options are more option-like. The association between future stock returns and information quality is negative (positive) for...

We model and estimate the term structure of implied costs of equity capital (and implied risk premia) at the firm level for the years 1996-2015 from forward looking option contracts. Empirical tests reject the assumption that the term structure of implied firm-level costs of equity is constant...

We model and estimate the term structure of implied costs of equity capital (and implied risk premia) at the firm level for the years 1996-2015 from forward looking option contracts. Empirical tests reject the assumption that the term structure of implied firm-level costs of equity is constant...

We use a comprehensive panel of NYSE order book data to show that the liquidity and quoting efficiency improvements associated with algorithmic trading (AT) are attributable to enhanced monitoring by liquidity providers. We find that variation in liquidity provider monitoring uniquely explains...

This study finds that the association between future stock returns and information quality depends on how option-like is the firm's equity. Firms that have more growth options are more option-like. The association between future stock returns and information quality is negative (positive) for...

We model and estimate the term structure of implied costs of equity capital (and implied risk premia) at the firm level for the years 1996-2015 from forward looking option contracts. Empirical tests reject the assumption that the term structure of implied firm-level costs of equity is constant...

We model and estimate the term structure of implied costs of equity capital (and implied risk premia) at the firm level for the years 1996-2015 from forward looking option contracts. Empirical tests reject the assumption that the term structure of implied firm-level costs of equity is constant...

Using a popular return decomposition, we show that expected returns should on average be positively associated with future return on equity (ROE), controlling for the book-to-market ratio (BM). However, we find that none of the commonly-used implied cost of equity capital estimates (ICCs), which...

We integrate fundamental analysis with mean-variance portfolio optimization to form fully optimized fundamental portfolios. We find that fully optimized fundamental portfolios produce large out-of-sample factor alphas with high Sharpe ratios. They substantially outperform equal-weighted and...