7 citations · 11 across the 8 of their papers we have counts for
8 papers
Optimal Crossover Designs for Generalized Linear Models
Jeevan Jankar, Abhyuday Mandal, Jie Yang
We identify locally -optimal crossover designs for generalized linear models. We use generalized estimating equations to estimate the model parameters along with their variances…
D-optimal Designs for Multinomial Logistic Models
Xianwei Bu, Dibyen Majumdar, Jie Yang
We consider optimal designs for general multinomial logistic models, which cover baseline-category, cumulative, adjacent-categories, and continuation-ratio logit models, with propo…
An Affine-Invariant Bayesian Cluster Process
Hsin-Hsiung Huang, Jie Yang
In order to identify clusters of objects with features transformed by unknown affine transformations, we develop a Bayesian cluster process which is invariant with respect to certa…
Analytic Solutions for D-optimal Factorial Designs under Generalized Linear Models
Liping Tong, Hans W. Volkmer, Jie Yang
We develop two analytic approaches to solve D-optimal approximate designs under generalized linear models. The first approach provides analytic D-optimal allocations for generalize…
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…
Classification based on a permanental process with cyclic approximation
Jie Yang, Klaus Miescke, Peter McCullagh
We introduce a doubly stochastic marked point process model for supervised classification problems. Regardless of the number of classes or the dimension of the feature space, the m…
Robustness of Optimal Designs for 2^2 Experiments with Binary Response
Jie Yang, Abhyuday Mandal, Dibyen Majumdar
We consider an experiment with two qualitative factors at 2 levels each and a binary response, that follows a generalized linear model. In Mandal, Yang and Majumdar (2010) we obtai…
Optimal Designs for Two-Level Factorial Experiments with Binary Response
Abhyuday Mandal, Jie Yang, Dibyen Majumdar
We consider the problem of obtaining locally D-optimal designs for factorial experiments with qualitative factors at two levels each with binary response. Our focus is primarily on…