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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
Artikel-ID: 108623353