Quick and easy choice sets: Constructing optimal and nearly optimal stated choice experiments

被引：361
|
作者：
Street, DJ
Burgess, L
Louviere, JJ
机构：
[1] Univ Technol Sydney, Fac Business, Dept Mkt, Broadway, NSW 2007, Australia
[2] Univ Technol Sydney, Dept Math Sci, Sydney, NSW 2007, Australia
来源：
INTERNATIONAL JOURNAL OF RESEARCH IN MARKETING | 2005年 / 22卷 / 04期
基金：
澳大利亚研究理事会;
关键词：
stated choice experiments; choice modeling; optimal design theory;
D O I：
10.1016/j.ijresmar.2005.09.003
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this paper we compare a number of common strategies for constructing discrete choice experiments. Two of the strategies, including one based on theoretical constructions for optimal discrete choice experiments, produce designs that are better than those that come about from random grouping and from using the L-MA construction. A simple account of this theoretical construction is given. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码：459 / 470
页数：12
相关论文
共 50 条
  • [1] Constructing an Optimal Orthogonal Choice Design with Alternative-Specific Attributes for Stated Choice Experiments
    Tang, Li
    Luo, Xia
    Cheng, Yang
    Yang, Fei
    Ran, Bin
    [J]. TRANSPORTATION RESEARCH RECORD, 2014, (2451) : 50 - 59
  • [2] Discrete choice experiments: An overview on constructing D-optimal and near-optimal choice sets
    Alamri, Abdulrahman S.
    Stelios, Georgiou
    Stella, Stylianou
    [J]. HELIYON, 2023, 9 (07)
  • [3] The optimal size of choice sets in choice experiments
    Burgess, Leonie
    Street, Deborah J.
    [J]. STATISTICS, 2006, 40 (06) : 507 - 515
  • [4] Constructing D-optimal symmetric stated preference discrete choice experiments
    Demirkale, Fatih
    Donovan, Diane
    Street, Deborah J.
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2013, 143 (08) : 1380 - 1391
  • [5] Optimal designs for stated choice experiments that incorporate ties
    Bush, Stephen
    Burgess, Leonie
    Street, Deborah
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 140 (07) : 1712 - 1718
  • [6] Optimal Designs for Stated Choice Experiments that Incorporate Position Effects
    Bush, Stephen
    Street, Deborah J.
    Burgess, Leonie
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (10) : 1771 - 1795
  • [7] How Many Choice Sets and Alternatives are Optimal? Consistency in Choice Experiments
    Chung, Chanjin
    Boyer, Tracy
    Han, Sungill
    [J]. AGRIBUSINESS, 2011, 27 (01) : 114 - 125
  • [8] An integrated algorithm for the optimal design of stated choice experiments with partial profiles
    Cuervo, Daniel Palhazi
    Kessels, Roselinde
    Goos, Peter
    Sorensen, Kenneth
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2016, 93 : 648 - 669
  • [9] Optimal designs for stated choice experiments generated from fractional factorial designs
    Bush S.
    [J]. Journal of Statistical Theory and Practice, 2014, 8 (2) : 367 - 381
  • [10] THE CONSTRUCTION OF OPTIMAL STATED CHOICE EXPERIMENTS, THEORY AND METHODS, 1st edition
    Ishizaka, Alessio
    [J]. JOURNAL OF BEHAVIORAL DECISION MAKING, 2009, 22 (03) : 362 - 363
12345