How Do Alphas and Betas Move? Uncertainty, Learning and Time Variation in Risk Loadings
45 Pages Posted: 3 Nov 2009 Last revised: 27 Jul 2010
Date Written: July 15, 2010
I employ a parsimonious model with learning but without conditioning information to extract time-varying measures of market-risk sensitivities, pricing errors and pricing uncertainty. Parameters estimated for U.S. equity portfolios show significant fluctuations, along patterns that change across size and book-to-market categories of stocks. Time-varying betas display superior predictive accuracy for portfolio returns against constant and rolling-window OLS estimates. I also study the relationship of betas with business-cycle variables, finding that those of high BE/ME stocks move pro-cyclically, unlike those of low BE/ME stocks. Investment growth, rather than consumption, predicts the betas of high BE/ME and small-firm portfolios.
Keywords: Conditional CAPM, Time-varying beta, uncertainty, learning
JEL Classification: G12, C51
Suggested Citation: Suggested Citation