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Model-Oriented Design of Experiments

Name: Model-Oriented Design of Experiments
Brand: Springer-Verlag New York Inc.
SKU: 06793993
Price: 40100 HUF
Availability: InStock
Author: Valery Fedorov
ISBN: 9780387982151

Valery Fedorov

Peter Hackl

Language

English

Book Paperback

Libristo code: 06793993

Publishers Springer-Verlag New York Inc., June 1997

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

Libristo code: 06793993

275 b

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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.