Model-Oriented Design of Experiments

Name: Model-Oriented Design of Experiments
Brand: Springer-Verlag New York Inc.
SKU: 9780387982151
Price: 576.66 RON
Availability: InStock

Autor: Valery Fedorov, Peter Hackl

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Editura: Springer-Verlag New York Inc.

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576.66 lei

This is author-approved bcc: Optimal design of experiments is an essential component of any research...

Informații despre carte

Autor

Valery Fedorov, Peter Hackl

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

1997

Pagini

132

EAN

9780387982151

ISBN

0387982159

Enbook ID

06793993

Editura

Springer-Verlag New York Inc.

Greutate

430

Dimensiuni

155 x 235 x 8

Descriere completă

This is author-approved bcc: Optimal design of experiments is an essential component of any research that aims at the estimation of unknown parameters, at model validation, or the comparison and selection of the best among several competing models. The authors' goals are to explain the basic ideas and to create interest in modern problems of experimental design. The topics discussed include designs for inference based on nonlinear models, designs for models with random parameters and stochastic processes, designs for model discrimination and incorrectly specified (contaminated) models, and examples of designs in functional spaces. As the authors avoid technical details, the book assumes only a moderate background in calculus, matrix algebra, and statistics. However, at many places, hints are given how the reader may enhance and adopt the basic ideas for advanced problems or applications. This will allow the book to be used for courses at different levels, and it will be a useful reference for graduate students and researchers in statistics and engineering.

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