Bayesian optimal design for non-linear model under non-regularity condition

DOI10.1016/j.spl.2020.108975zbMath1456.62156OpenAlexW3095541607MaRDI QIDQ826730

N. E. Zubov

Publication date: 6 January 2021

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2020.108975

zbMATH Keywords

nonlinear modelequivalence theoremBayesian optimal designconditional mutual informationcompound criteria

Mathematics Subject Classification ID

Optimal statistical designs (62K05) Bayesian inference (62F15)

Cites Work

• Optimal designs based on the maximum quasi-likelihood estimator
• Optimal minimax designs over a prespecified interval in a heteroscedastic polynomial model
• Optimal Bayesian design applied to logistic regression experiments
• Design of experiments in nonlinear models. Asymptotic normality, optimality criteria and small-sample properties
• New optimal design criteria for regression models with asymmetric errors
• Optimal Design for Nonlinear Response Models
• Bayesian D-optimal designs on a fixed number of design points for heteroscedastic polynomial models
• Elements of Information Theory
• Locally Optimal Designs for Estimating Parameters

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