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Model selection and parameter estimation in non-linear nested models: a sequential generalized DKL-optimum design

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Publication:5413245
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DOI10.5705/SS.2012.258zbMath1285.62096arXiv1107.5253OpenAlexW2167976250MaRDI QIDQ5413245

Caterina May, Chiara Tommasi

Publication date: 29 April 2014

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1107.5253


zbMATH Keywords

D-optimalityconvexityKL-optimalitysemi-continuitystochastic convergencelog-likelihood ratio testargmin processesDKL-optimalitysequential designs of experiments


Mathematics Subject Classification ID

Sequential statistical design (62L05) Sequential estimation (62L12)


Related Items (5)

KL-optimum designs: theoretical properties and practical computation ⋮ Max-min optimal discriminating designs for several statistical models ⋮ Developments of the total entropy utility function for the dual purpose of model discrimination and parameter estimation in Bayesian design ⋮ MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization ⋮ KL-optimal experimental design for discriminating between two growth models applied to a beef farm







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