Experimental Design with Applications in Management Engineering and the Sciences 2nd Edition by Paul Berger, Robert Maurer, Giovana Celli ISBN 9783319645834 3319645838

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Product details:
ISBN 10: 3319645838
ISBN 13: 9783319645834
Author: Paul Berger, Robert Maurer, Giovana Celli

Experimental Design with Applications in Management Engineering and the Sciences 2nd Edition Table of contents:

1. Introduction to Experimental Design

Part I. Statistical Principles for Design of Experiments

2. One-Factor Designs and the Analysis of Variance

3. Some Further Issues in One-Factor Designs and ANOVA

4. Multiple-Comparison Testing

5. Orthogonality, Orthogonal Decomposition, and Their Role in Modern Experimental Design

Part II. Identifying Active Factors

6. Two-Factor Cross-Classification Designs

7. Nested, or Hierarchical, Designs

8. Designs with Three or More Factors: Latin-Square and Related Designs

Part III. Studying Factors’ Effects

9. Two-Level Factorial Designs

10. Confounding/Blocking in 2 k Designs

11. Two-Level Fractional-Factorial Designs

12. Designs with Factors at Three Levels

13. Introduction to Taguchi Methods

Part IV. Regression Analysis, Response Surface Designs, and Other Topics

14. Introduction to Simple Regression

15. Multiple Linear Regression

16. Introduction to Response-Surface Methodology

17. Introduction to Mixture Designs

18.  Literature on Experimental Design and Discussion of Some Topics Not Covered in the Text

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Paul Berger,Robert Maurer,Giovana Celli,Experimental Design,Applications,Management Engineering,Sciences