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Englisch
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Beschreibung
This text focuses on optimum experimental design using SAS, a powerful software package that provides a complete set of statistical tools including analysis of variance, regression, categorical data analysis, and multivariate analysis. SAS codes, results, plots, numerous figures and tables are provided, along with a fully supported website.
This text focuses on optimum experimental design using SAS, a powerful software package that provides a complete set of statistical tools including analysis of variance, regression, categorical data analysis, and multivariate analysis. SAS codes, results, plots, numerous figures and tables are provided, along with a fully supported website.
Inhaltsverzeichnis
- Preface
- I Background
- 1: Introduction
- 2: Some key ideas
- 3: Experimental strategies
- 4: The choice of a model
- 5: Models and least squares
- 6: Criteria for a good experiment
- 7: Standard designs
- 8: The analysis of experiments
- II Theory and applications
- 9: Optimum design theory
- 10: Criteria of optimality
- 11: D-optimum designs
- 12: Algorithms for the construction of exact D-optimum designs
- 13: Optimum experimental design with SAS
- 14: Experiments with both qualitative and quantitative factors
- 15: Blocking response surface designs
- 16: Mixture experiments
- 17: Nonlinear models
- 18: Bayesian optimum designs
- 19: Design augmentation
- 20: Model checking and designs for discriminating between models
- 21: Compound design criteria
- 22: Generalized linear models
- 23: Response transformation and structured variances
- 24: Time-dependent models with correlated observations
- 25: Further topics
- 26: Exercises
- Bibliography
- Author index
- Subject index
Details
| Erscheinungsjahr: | 2007 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9780199296606 |
| ISBN-10: | 019929660X |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Atkinson, A. C.
Donev, A. N. Tobias, R. D. |
| Hersteller: | OUP UK |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 244 x 170 x 29 mm |
| Von/Mit: | A. C. Atkinson (u. a.) |
| Erscheinungsdatum: | 24.05.2007 |
| Gewicht: | 0,901 kg |