Analytic solutions for D-optimal factorial designs under generalized linear models

DOI10.1214/14-EJS926zbMath1298.62136arXiv1306.5289MaRDI QIDQ405356

Hans W. Volkmer, Liping Tong, Jie Yang

Publication date: 5 September 2014

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1306.5289

zbMATH Keywords

analytic solutiongeneralized linear modelD-optimal designfactorial designKarush-Kuhn-Tucker condition

Mathematics Subject Classification ID

Optimal statistical designs (62K05) Generalized linear models (logistic models) (62J12) Factorial statistical designs (62K15)

Related Items

On local optimality of vertex type designs in generalized linear models, Equivariance and invariance for optimal designs in generalized linear models exemplified by a class of gamma models, Optimal design measures under asymmetric errors, with application to binary design points

Uses Software

• LBFGS-B
• dobson

Cites Work

• Design issues for generalized linear models: a review
• Robust experiment design via maximin optimization
• Bayesian experimental design: A review
• Maximin designs for exponential growth models and heteroscedastic polynomial models
• Optimal designs for two-level factorial experiments with binary response
• Recent Advances in Nonlinear Experimental Design
• A Limited Memory Algorithm for Bound Constrained Optimization
• Locally Optimal Designs for Estimating Parameters
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