We study the determinants of corporate investment growth in the U.S. We use accounting identities to develop a system in which unexpected changes in investment growth are decomposed into surprises to current earnings growth, surprises to current stock returns, revisions of expectations about...

We study the determinants of aggregate corporate investment in the U.S. We use accounting identities to develop a system in which (i) news about future cash flows and news about future discount rates are directly estimated, thus mitigating measurement problems with Tobin's q, the variable that...

Yes, most likely. The firm-level evidence on costly reversibility is even stronger than the prior evidence at the plant level. The firm-level investment rate distribution is highly skewed to the right, with a small fraction of negative investments, 5.79%, a tiny fraction of inactive investments,...

A detailed treatment of aggregation and capital heterogeneity substantially improves the performance of the investment CAPM. Firm-level predicted returns are constructed from firm-level accounting variables and aggregated to the portfolio level to match with portfolio-level stock returns....

Many recently proposed, seemingly different factor models are closely related. In spanning tests, the q-factor model largely subsumes the Fama-French (2015, 2018) 5-and 6-factor models, and the q5-model captures the Stambaugh-Yuan (2017) model. The Stambaugh-Yuan factors are sensitive to their...