The Construction of Optimal Stated Choice Experiments: Theory and Methods (Wiley Series in Probability and Statistics)

Description

The most comprehensive and applied discussion of stated choice experiment constructions availableThe Construction of Optimal Stated Choice Experiments provides an accessible introduction to the construction methods needed to create the best possible designs for use in modeling decision-making. Many aspects of the design of a generic stated choice experiment are independent of its area of application, and until now there has been no single book describing these constructions. This book begins with a brief description of the various areas where stated choice experiments are applicable, including marketing and health economics, transportation, environmental resource economics, and public welfare analysis. The authors focus on recent research results on the construction of optimal and near-optimal choice experiments and conclude with guidelines and insight on how to properly implement these results. Features of the book include:Construction of generic stated choice experiments for the estimation of main effects only, as well as experiments for the estimation of main effects plus two-factor interactionsConstructions for choice sets of any size and for attributes with any number of levelsA discussion of designs that contain a none option or a common base optionPractical techniques for the implementation of the constructionsClass-tested material that presents theoretical discussion of optimal designComplete and extensive references to the mathematical and statistical literature for the constructionsExercise sets in most chapters, which reinforce the understanding of the presented materialThe Construction of Optimal Stated Choice Experiments serves as an invaluable reference guide for applied statisticians and practitioners in the areas of marketing, health economics, transport, and environmental evaluation. It is also ideal as a supplemental text for courses in the design of experiments, decision support systems, and choice models. A companion web site is available for readers to access web-based software that can be used to implement the constructions described in the book.