PICS: A sequential approach to obtain optimal designs for non-linear models leveraging closed-form solutions for faster convergence

Suvrojit Ghosh, Koulik Khamaru, Tirthankar Dasgupta

D-Optimal designs for estimating parameters of response models are derived by maximizing the determinant of the Fisher information matrix. For non-linear models, the Fisher informa…