Covariate balance under Bayesian decision theory

André A. F. Fumis, Victor Fossaluza, Rafael B. Stern

We study optimal sample allocation between treatment and control groups under Bayesian linear models. We derive an analytic expression for the Bayes risk, which depends jointly on…