Semiparametric specification of the utility function in a travel mode choice model

被引：12
|
作者：
Fukuda, Daisuke [1 ]
Yai, Tetsuo [2 ]
机构：
[1] Tokyo Inst Technol, Dept Civil & Environm Engn, Meguro Ku, Tokyo 1528552, Japan
[2] Tokyo Inst Technol, Dept Built Environm, Midori Ku, Yokohama, Kanagawa 2268502, Japan
来源：
TRANSPORTATION | 2010年 / 37卷 / 02期
关键词：
Travel mode choice; Discrete choice model; Semiparametric specification; Interregional trip; Generalized additive model; Smoothing spline; MAXIMUM-LIKELIHOOD-ESTIMATION; REGRESSION;
D O I：
10.1007/s11116-009-9253-5
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
We propose a semiparametric approach that can capture the nonlinearity of deterministic components of the utility functions in discrete choice models and demonstrate it by analyzing travel mode choice behaviour for an interregional trip. The proposed smoothing spline-based specification method can be used to make ex ante evaluations regarding the parametric specifications of the deterministic utility functions in discrete choice models.
引用
收藏
页码：221 / 238
页数：18
相关论文
共 50 条
  • [1] Semiparametric specification of the utility function in a travel mode choice model
    Daisuke Fukuda
    Tetsuo Yai
    Transportation, 2010, 37 : 221 - 238
  • [2] Linking Mode Choice with Travel Behavior by Using Logit Model Based on Utility Function
    Al-Salih, Wissam Qassim
    Esztergar-Kiss, Domokos
    SUSTAINABILITY, 2021, 13 (08)
  • [3] Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modelling
    Celikoglu, Hilmi Berk
    MATHEMATICAL AND COMPUTER MODELLING, 2006, 44 (7-8) : 640 - 658
  • [4] Specification of the Utility Function in Discrete Choice Experiments
    van der Pol, Marjon
    Currie, Gillian
    Kromm, Seija
    Ryan, Mandy
    VALUE IN HEALTH, 2014, 17 (02) : 297 - 301
  • [5] Typical Combined Travel Mode Choice Utility Model in Multimodal Transportation Network
    Liu, Yue
    Chen, Jun
    Wu, Weiguang
    Ye, Jiao
    SUSTAINABILITY, 2019, 11 (02)
  • [6] Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility
    De Vos, Jonas
    Mokhtarian, Patricia L.
    Schwanen, Tim
    Van Acker, Veronique
    Witlox, Frank
    TRANSPORTATION, 2016, 43 (05) : 771 - 796
  • [7] Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility
    Jonas De Vos
    Patricia L. Mokhtarian
    Tim Schwanen
    Veronique Van Acker
    Frank Witlox
    Transportation, 2016, 43 : 771 - 796
  • [8] Critical properties of utility function of mode choice
    Zhang, Quan
    Wu, Wei-Tiao
    Jin, Wen-Zhou
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2014, 42 (03): : 41 - 46
  • [9] SPECIFICATION, TRANSFERABILITY AND EFFECT OF DATA OUTLIERS IN MODELING CHOICE OF MODE IN URBAN TRAVEL
    TALVITIE, A
    KIRSHNER, D
    TRANSPORTATION, 1978, 7 (03) : 311 - 331
  • [10] SEMIPARAMETRIC ESTIMATION OF A WORK-TRIP MODE CHOICE MODEL
    HOROWITZ, JL
    JOURNAL OF ECONOMETRICS, 1993, 58 (1-2) : 49 - 70
12345