4. Optimal Designs for Generalized Linear Models

  1. Klaus Hinkelmann
  1. John Stufken1 and
  2. Min Yang2

Published Online: 3 JAN 2012

DOI: 10.1002/9781118147634.ch4

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

Stufken, J. and Yang, M. (2012) Optimal Designs for Generalized Linear Models, 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.ch4

Editor Information

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

Author Information

  1. 1

    University of Georgia, USA

  2. 2

    University of Missouri, 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

SEARCH

Keywords:

  • optimal designs for GLM, response, drug dosage;
  • GLMs with two parameters, and multiple parameters;
  • tools, for optimal design, of statistical optimality criterion

Summary

This chapter contains sections titled:

  • Introduction

  • Notation and Basic Concepts

  • Tools for Finding Locally Optimal Designs

  • GLMs with Two Parameters

  • GLMs with Multiple Parameters

  • Summary and Concluding Comments

  • Acknowledgments

  • References