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On Locally Optimal Designs for Generalized Linear Models with Group Effects
(Academia Sinica, Institute of Statistical Science, 2012-10)
Generalized linear models with group effects are commonly used in scientific studies. However, there appear to be no results for selecting optimal designs. In this paper, we identify the structure of locally optimal ...
Optimal designs for 2k factorial experiments with binary response
(Academia Sinica, Institute of Statistical Science, 2016)
We consider the problem of obtaining D-optimal designs for factorial experiments with a binary response and k qualitative factors each at two levels. We obtain a characterization of locally D-optimal designs. We then ...