Expected returns vary when investors face time-varying investment opportunities. In theory, structural long-run risk … models (Bansal and Yaron, 2004) and no-arbitrage affine models (Duffie, Pan, and Singleton, 2000) emphasize sources of risk … that are not observable to the econometrician. We show that the term structure of risk implicit in option prices can reveal …