Experimental Design With Application in Management, Engineering, and the Sciences. /

• Κύριοι συγγραφείς: Berger, Paul D. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Maurer, Robert E. (http://id.loc.gov/vocabulary/relators/aut), Celli, Giovana B. (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 2nd ed. 2018.
• Θέματα: Statistics .; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This text introduces and provides instruction on the design and analysis of experiments for a broad audience. Formed by decades of teaching, consulting, and industrial experience in the Design of Experiments field, this new edition contains updated examples, exercises, and situations covering the sc...

Πίνακας περιεχομένων:

• 1. Introduction to experimental design
• 2. One-factor designs and the analysis of variance
• 3. Some further considerations on one-factor design and ANOVA
• 4. Multiple-comparison testing
• 5. Orthogonality, orthogonal decomposition, and their role in modern experimental design
• 6
• Two-factor cross-classification designs
• 7. Nested, or hierarchical, designs
• 8. Designs with three or more factors: Latin-square and related designs
• 9. Two-level factorial designs
• 10. Confounding/blocking in 2k designs
• 11. Two-level fractional-factorial designs
• 12. Designs with factors at three levels
• 13. Introduction to Taguchi methods
• 14. Simple regression
• 15. Multiple and step-wise regression
• 16. Introduction to Response-Surface Methodology
• 17. Introduction to mixture design and triangular surfaces
• 18. Literature on experimental design and discussion.