We develop and implement a rigorous analytical framework for empirically evaluating the relative performance of firm-level expected-return proxies (ERPs), based on the premise that superior proxies should closely track true expected returns both cross-sectionally and over time (that is, the proxies should exhibit lower measurementerror variances). We then compare five classes of ERPs nominated ...