Bayesian $D$-optimal designs for error-in-variables models

Maria Konstantinou, Holger Dette

Bayesian optimality criteria provide a robust design strategy to parameter misspecification. We develop an approximate design theory for Bayesian $D$-optimality for non-linear regr…