State uncertainty in stock markets: How big is the impact on the cost of equity?

► Propose a Bayesian framework for incorporating market state uncertainty. ► Identify state-dependent dynamics for expected returns, volatilities, and loadings. ► The forecasted Fama-French factor risk premiums predict future GDP growth rates. ► State-independent pricing models significantly overestimate the cost of equity.