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stat.CO2018
Generalized Bayesian D criterion for single-stratum and multistratum designs
Chang-Yun Lin
DuMouchel and Jones (1994) proposed the Bayesian D criterion by modifying the D-optimality approach to reduce dependence of the selected design on an assumed model. This criterion…
stat.CO2016★ 1 cited
Robust split-plot designs for model misspecification
Chang-Yun Lin
Many existing methods for constructing optimal split-plot designs, such as D-optimal designs, only focus on minimizing the variances and covariances of the estimation for the fitte…
stat.CO2016
Robust designs to model uncertainty with high estimation and prediction efficiency
Chang-Yun Lin
Alphabetic optimality criteria, such as the , , and criteria, require specifying a model to select optimal designs. They are not model free and the optimal designs select…