This paper develops a comprehensive framework to address uncertainty about the correct factor model. Asset pricing inferences draw on composite model that integrates over competing models weighted by posterior probabilities. Evidence shows unconditional record near-zero probabilities, while post-earnings announcement drift, quality-minus-junk, and intermediary capital are potent factors in cond...