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Könyv Model-Oriented Design of Experiments Valerii Fedorov

Model-Oriented Design of Experiments

Szerző: Valerii Fedorov, Peter Hackl
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer, Berlin
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 684 Ft
This book's main goal is to present the basic ideas of statistical methods in design of optimal expe...

Információk a könyvről

Szerző
Valerii Fedorov, Peter Hackl
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2025
oldal
154
EAN
9781071643013
Enbook ID
46581471
Kiadó
Springer, Berlin
Súly
236
Méretek
155 x 235

Teljes leírás

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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