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math.ST2015★ 2 cited
D-optimal Designs with Ordered Categorical Data
Jie Yang, Liping Tong, Abhyuday Mandal
Cumulative link models have been widely used for ordered categorical responses. Uniform allocation of experimental units is commonly used in practice, but often suffers from a lack…
math.ST2013
D-optimal Factorial Designs under Generalized Linear Models
Jie Yang, Abhyuday Mandal
Generalized linear models (GLMs) have been used widely for modelling the mean response both for discrete and continuous random variables with an emphasis on categorical response. R…
math.ST2011★ 7 cited
Optimal Designs for 2^k Factorial Experiments with Binary Response
Jie Yang, Abhyuday Mandal, Dibyen Majumdar
We consider the problem of obtaining D-optimal designs for factorial experiments with a binary response and qualitative factors each at two levels. We obtain a characterization…