Experimental Design

With Applications in Management, Engineering and the Sciences

  • Paul D. Berger
  • Robert E. Maurer
  • Giovana B. Celli

Table of contents

  1. Front Matter
    Pages i-xviii
  2. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
    Pages 1-19
  3. Statistical Principles for Design of Experiments

    1. Front Matter
      Pages 21-21
    2. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 23-68
    3. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 69-105
    4. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 107-154
    5. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 155-179
  4. Identifying Active Factors

    1. Front Matter
      Pages 181-181
    2. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 183-233
    3. Paul Berger, Robert Maurer, Giovana B. Celli
      Pages 235-263
    4. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 265-291
  5. Studying Factors’ Effects

    1. Front Matter
      Pages 293-293
    2. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 295-342
    3. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 343-370
    4. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 371-421
    5. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 423-448
    6. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 449-480
  6. Regression Analysis, Response Surface Designs, and Other Topics

    1. Front Matter
      Pages 481-481
    2. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 483-503
    3. Paul D. Berger, Robert E. Maurer, Giovana B. Celli
      Pages 505-532

About this book

Introduction

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.

Keywords

design of experiements factorial designs level factor hypothesis testing statistical model ANOVA multiple comparison nested designs Latin-square designs fractional-factorial designs confounding Taguchi regression response surface methodology Box-Behnken design central-composite designs mixture designs triangular surfaces

Authors and affiliations

  • Paul D. Berger
    • 1
  • Robert E. Maurer
    • 2
  • Giovana B. Celli
    • 3
  1. 1.Bentley UniversityWalthamUSA
  2. 2.Questrom School of BusinessBoston UniversityBostonUSA
  3. 3.Cornell UniversityIthacaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-64583-4
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-319-64582-7
  • Online ISBN 978-3-319-64583-4
  • About this book