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Kniha Model-Oriented Design of Experiments Valerii Fedorov

Model-Oriented Design of Experiments

Autor: Valerii Fedorov, Peter Hackl
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286 Kč
This book's main goal is to present the basic ideas of statistical methods in design of optimal expe...

Informace o knize

Autor
Valerii Fedorov, Peter Hackl
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2025
Stránek
154
EAN
9781071643013
Enbook ID
46581471
Vydavatel
Springer, Berlin
Hmotnost
236
Rozměry
155 x 235

Kompletní popis

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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