Titre : |
Empirical model-building and response surfaces |
Type de document : |
texte imprimé |
Auteurs : |
George, E., P. BOX, Auteur ; Norman, R. DRAPER, Auteur |
Editeur : |
John Wiley & Sons, Inc. |
Année de publication : |
1987 |
Importance : |
669 p. |
ISBN/ISSN/EAN : |
978-0-471-81033-9 |
Note générale : |
Preface
Contents
Answers to exercises
Tables
Bibliography
Index of authors associated with exercises
Indes of authors of articles mentioned in the text
General index |
Catégories : |
Plan d'expérience Statistique mathématique Surfaces de réponse (statistique)
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Index. décimale : |
519.5 Statistique mathématique |
Résumé : |
Introduction to response surface methodology
The use of graduating functions
Least squares for response surface work
Factorial designs at two levels
Blocking and fractionning 2k factorials design
The use of steepest ascent to achieve process improvement
Fitting second-order models
Adequacy of estimation and the use of transformation
Exploration of maxima and ridge systems with second-order response surfaces
Occurrence and elucidation of ridge systems, I
Occurrence and elucidation of ridge systems, II
Links between empirical and theoretical models
Design aspects of variance, bias, and lack of fit
Variance-optimal designs
Practical choice of a response surface design |
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