Experimental Design: With Applications in Management, Engineering and the Sciences

✍ Scribed by Paul D. Berger,Robert E. Maurer,Giovana B. Celli (auth.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 644
• Edition: 2
• Category: Library

✦ Synopsis

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 science and engineering practice. This text minimizes the amount of mathematical detail, while still doing full justice to the mathematical rigor of the presentation and the precision of statements, making the text accessible for those who have little experience with design of experiments and who need some practical advice on using such designs to solve day-to-day problems. Additionally, an intuitive understanding of the principles is always emphasized, with helpful hints throughout.

✦ Table of Contents

Front Matter ....Pages i-xviii
Introduction to Experimental Design (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 1-19
Front Matter ....Pages 21-21
One-Factor Designs and the Analysis of Variance (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 23-68
Some Further Issues in One-Factor Designs and ANOVA (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 69-105
Multiple-Comparison Testing (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 107-154
Orthogonality, Orthogonal Decomposition, and Their Role in Modern Experimental Design (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 155-179
Front Matter ....Pages 181-181
Two-Factor Cross-Classification Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 183-233
Nested, or Hierarchical, Designs (Paul Berger, Robert Maurer, Giovana B. Celli)....Pages 235-263
Designs with Three or More Factors: Latin-Square and Related Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 265-291
Front Matter ....Pages 293-293
Two-Level Factorial Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 295-342
Confounding/Blocking in 2k Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 343-370
Two-Level Fractional-Factorial Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 371-421
Designs with Factors at Three Levels (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 423-448
Introduction to Taguchi Methods (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 449-480
Front Matter ....Pages 481-481
Introduction to Simple Regression (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 483-503
Multiple Linear Regression (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 505-532
Introduction to Response-Surface Methodology (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 533-584
Introduction to Mixture Designs (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 585-610
Literature on Experimental Design and Discussion of Some Topics Not Covered in the Text (Paul D. Berger, Robert E. Maurer, Giovana B. Celli)....Pages 611-623
Back Matter ....Pages 625-639

✦ Subjects

Statistical Theory and Methods