14. Split-Plot Response Surface Designs

  1. Klaus Hinkelmann
  1. G. Geoffrey Vining

Published Online: 3 JAN 2012

DOI: 10.1002/9781118147634.ch14

Design and Analysis of Experiments: Special Designs and Applications, Volume 3

Design and Analysis of Experiments: Special Designs and Applications, Volume 3

How to Cite

Vining, G. G. (2012) Split-Plot Response Surface Designs, in Design and Analysis of Experiments: Special Designs and Applications, Volume 3 (ed K. Hinkelmann), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118147634.ch14

Editor Information

  1. Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA

Author Information

  1. Virginia Polytechnic Institute and State University, USA

Publication History

  1. Published Online: 3 JAN 2012
  2. Published Print: 27 JAN 2012

Book Series:

  1. Wiley Series in Probability and Statistics

Book Series Editors:

  1. David J. Balding,
  2. Noel A. C. Cressie,
  3. Garrett M. Fitzmaurice,
  4. Harvey Goldstein,
  5. Iain M. Johnstone,
  6. Geert Molenberghs,
  7. David W. Scott,
  8. Adrian F. M. Smith,
  9. Ruey S. Tsay and
  10. Sanford Weisberg

ISBN Information

Print ISBN: 9780470530689

Online ISBN: 9781118147634

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Keywords:

  • Box's, split-plot response surface designs, and D-optimality;
  • RSM and classical agricultural experimentation, immediacy and sequentiality;
  • OLS–GLS equivalent second-order split-plot designs and analysis

Summary

This chapter contains sections titled:

  • Introduction

  • Differences between Agricultural and Industrial Experimentation

  • OLS–GLS Equivalent Second-Order Split-Plot Designs and Analysis

  • Exact Tests for the Coefficients

  • Proper Residuals for Checking Assumptions

  • “Optimal” Second-Order Split-Plot Designs

  • References