TY - BOOK AU - Berger, Paul D. AU - Maurer, Robert E. AU - Celli, Giovana B. TI - Experimental Design: With Application in Management, Engineering and the Sciences SN - 9783319645827 U1 - 519.57 PY - 2018/// CY - London PB - Springer KW - Experimental Design - Statistics N1 - 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. Orthogonally, 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 ER -