The Economics of Latent Representations

Abstract

We examine an analyst who uses a latent representation, reflecting either complexity constraints or prior information, or organize her estimating of a data generating process and subsequent updating and prediction. We draw connections between this setting and problems of misspecified learning and information design. We characterize optimal latent representations and then examine an extension capturing various forms of bounded rationality familiar from behavioral models.