Model-Oriented Design of Experiments (Lecture Notes in Statistics, 125)

Fedorov, Valerii V.,Hackl, Peter

ISBN 10: 0387982159 / ISBN 13: 9780387982151

Verlag: Springer, 1997

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Titel: Model-Oriented Design of Experiments (...

Verlag: Springer

Erscheinungsdatum: 1997

Einband: paperback

Zustand: Good

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Book by Fedorov Valerii V Hackl Peter

Reseña del editor:

Here, the authors explain the basic ideas so as to generate 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, as well as examples of designs in functional spaces. Since 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 as to how readers may enhance and adopt the basic ideas for advanced problems or applications. This allows the book to be used for courses at different levels, as well as serving as a useful reference for graduate students and researchers in statistics and engineering.