Empirical model-building and response surfaces
George E.P. Box, Norman R. Draper.
New York : Wiley, ©1987.
xiv, 669 págs. : ilustraciones ; 24 cm.
Serie: Wiley series in probability and mathematical statistics. Applied probability and statistics
ISBN: 0471810339
Contenido
- Introduction to Response Surface Methodology
- The Use of Graduating Functions
- Least Squares for Response Surface Work
- Factorial Designs at Two Levels
- Blocking and Fractionating 2k Factorial Designs
- The Use of Steepest Ascent to Achieve System 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 Emprirical and Theoretical Models
- Design Aspects of Variance, Bias, and Lack of Fit
- Variance: Optimal Designs
- Practical Choice of a Response Surface Design.