10. Designs for Choice Experiments for the Multinomial Logit Model

  1. Klaus Hinkelmann
  1. Deborah J. Street and
  2. Leonie Burgess

Published Online: 3 JAN 2012

DOI: 10.1002/9781118147634.ch10

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

Street, D. J. and Burgess, L. (2012) Designs for Choice Experiments for the Multinomial Logit Model, 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.ch10

Editor Information

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

Author Information

  1. University of Technology, Sydney, Australia

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:

  • multinomial logit model, designs for choice experiments;
  • optimal designs for DCEs;
  • combinatorial designs and structural properties, developing DCEs

Summary

This chapter contains sections titled:

  • Introduction

  • Definitions

  • The MNL Model

  • Design Comparisons

  • Optimal Designs for DCEs

  • Using Combinatorial Designs to Construct DCEs

  • Bayesian Work

  • Best–Worst Experiments

  • Miscellaneous Topics

  • References