Resource title

Estimation and Experimental Design for Second Kind Regression Models

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Resource description

Estimation procedures and optimal designs for estimation of the individual parameters and of the global parameters are discussed under various conditions of prior knowledge. The extension to nonlinear parametrization of the response function ís based on the asymptotical validity of the results for the linear parametrization. For the case where the error variance and the dispersion matrix are unknown, an iterative estimation procedure is suggested. An example based on dental plaque pH profiles demonstrates the improvement that is achieved (a) through using the optimal design or a design that ís close to the optimal, and (b) through taking into account prior information. (author's abstract) ; Series: Forschungsberichte / Institut für Statistik

Resource author

Valery V. Fedorov, Peter Hackl, Werner Müller

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Resource language

en

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application/pdf

Resource resource URL

http://epub.wu.ac.at/86/1/document.pdf

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Adapt according to the license agreement. Always reference the original source and author.