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Carte Model-Oriented Design of Experiments Valerii Fedorov

Model-Oriented Design of Experiments

Autor: Valerii Fedorov, Peter Hackl
Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: La editor doar la comandă
Expediem în 17-27 zile
583.17 lei
This book's main goal is to present the basic ideas of statistical methods in design of optimal expe...

Informații despre carte

Autor
Valerii Fedorov, Peter Hackl
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2025
Pagini
154
EAN
9781071643013
Enbook ID
46581471
Editura
Springer, Berlin
Greutate
236
Dimensiuni
155 x 235

Descriere completă

This book's main goal is to present the basic ideas of statistical methods in design of optimal experiments, and to stimulate the interest of the statistical community in this area. This new edition now includes sections on design techniques based on the elemental Fisher information matrices (as opposed to Pearson information/moment matrices), allowing a seamless extension of the design techniques to inferential problems where the shape of distributions is essential for optimal design construction. Topics include designs for nonlinear models, models with random parameters and models with correlated observations, designs for model discrimination and misspecified (contaminated) models, and designs in functional spaces.

The authors avoid technical details, assuming a moderate background in calculus, matrix algebra, and statistics. In many places, however, suggestions are made given as to how the ideas presented in this book can be extended and elaborated for use in real scientific research and practical engineering problems.

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