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Incorporating Observed and Unobserved Heterogeneity in Urban Work Travel Mode Choice Modeling

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Cited by:

  1. Vij, Akshay & Krueger, Rico, 2017. "Random taste heterogeneity in discrete choice models: Flexible nonparametric finite mixture distributions," Transportation Research Part B: Methodological, Elsevier, vol. 106(C), pages 76-101.
  2. Danaf, Mazen & Guevara, C. Angelo & Ben-Akiva, Moshe, 2023. "A control-function correction for endogeneity in random coefficients models: The case of choice-based recommender systems," Journal of choice modelling, Elsevier, vol. 46(C).
  3. Rossolov, Oleksandr & Botsman, Anastasiia & Lyfenko, Serhii & Susilo, Yusak O., 2026. "Gender heterogeneity in couriers' mode choice behaviours: Crowd-shipping for E-groceries," Journal of Transport Geography, Elsevier, vol. 130(C).
  4. Qi Feng & J. George Shanthikumar & Mengying Xue, 2022. "Consumer Choice Models and Estimation: A Review and Extension," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 847-867, February.
  5. Small, Kenneth A & Winston, Clifford & Yan, Jia, 2002. "Uncovering the Distribution of Motorists' Preferences for Travel Time and Reliability: Implications for Road Pricing," University of California Transportation Center, Working Papers qt8zd2r34k, University of California Transportation Center.
  6. Bonnet, Céline & Richards, Timothy J., 2016. "Models of Consumer Demand for Differentiated Products," TSE Working Papers 16-741, Toulouse School of Economics (TSE).
  7. Erika Spissu & Abdul Pinjari & Chandra Bhat & Ram Pendyala & Kay Axhausen, 2009. "An analysis of weekly out-of-home discretionary activity participation and time-use behavior," Transportation, Springer, vol. 36(5), pages 483-510, September.
  8. Siliang Luan & Qingfang Yang & Zhongtai Jiang & Huxing Zhou & Fanyun Meng, 2022. "Analyzing Commute Mode Choice Using the LCNL Model in the Post-COVID-19 Era: Evidence from China," IJERPH, MDPI, vol. 19(9), pages 1-26, April.
  9. John Rose & Iain Black, 2006. "Means matter, but variance matter too: Decomposing response latency influences on variance heterogeneity in stated preference experiments," Marketing Letters, Springer, vol. 17(4), pages 295-310, December.
  10. Can, Vo Van, 2013. "Estimation of travel mode choice for domestic tourists to Nha Trang using the multinomial probit model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 149-159.
  11. dell’Olio, Luigi & Moura, Jose Luis & Ibeas, Angel & Cordera, Ruben & Holguin-Veras, Jose, 2017. "Receivers’ willingness-to-adopt novel urban goods distribution practices," Transportation Research Part A: Policy and Practice, Elsevier, vol. 102(C), pages 130-141.
  12. Graff, Lindsay K. & Flanigan, Katherine A. & Qian, Sean, 2024. "Constructing a routable multimodal, multi-cost, time-dependent network model with all emerging mobility options: Methodology and case studies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  13. Jing, Peiyu & Seshadri, Ravi & Sakai, Takanori & Shamshiripour, Ali & Alho, Andre Romano & Lentzakis, Antonios & Ben-Akiva, Moshe E., 2024. "Evaluating congestion pricing schemes using agent-based passenger and freight microsimulation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 186(C).
  14. Bhat, Chandra R. & Guo, Jessica, 2004. "A mixed spatially correlated logit model: formulation and application to residential choice modeling," Transportation Research Part B: Methodological, Elsevier, vol. 38(2), pages 147-168, February.
  15. repec:ags:aare05:139324 is not listed on IDEAS
  16. Xiaolin Ren & Arianto A. Patunru & John B. Braden, 2008. "Language‐Related Differences In Environmental Benefits Estimation: Evidence From A Mail Survey," Contemporary Economic Policy, Western Economic Association International, vol. 26(1), pages 13-31, January.
  17. Vij, Akshay, 2013. "Incorporating the Influence of Latent Modal Preferences in Travel Demand Models," University of California Transportation Center, Working Papers qt7ng2z24q, University of California Transportation Center.
  18. Bhat, Chandra R. & Mondal, Aupal & Pinjari, Abdul Rawoof, 2025. "A flexible non-normal random coefficient multinomial probit model: Application to investigating commuter's mode choice behavior in a developing economy context," Transportation Research Part B: Methodological, Elsevier, vol. 195(C).
  19. Marijn A. Weele & Frank J. Rijnsoever & Menno Groen & Ellen H. M. Moors, 2020. "Gimme shelter? Heterogeneous preferences for tangible and intangible resources when choosing an incubator," The Journal of Technology Transfer, Springer, vol. 45(4), pages 984-1015, August.
  20. Akshay Vij & Rico Krueger, 2018. "Random taste heterogeneity in discrete choice models: Flexible nonparametric finite mixture distributions," Papers 1802.02299, arXiv.org.
  21. José-Benito Pérez-López & Margarita Novales & Francisco-Alberto Varela-García & Alfonso Orro, 2020. "Residential Location Econometric Choice Modeling with Irregular Zoning: Common Border Spatial Correlation Metric," Networks and Spatial Economics, Springer, vol. 20(3), pages 785-802, September.
  22. Bhat, Chandra R. & Srinivasan, Sivaramakrishnan & Axhausen, Kay W., 2005. "An analysis of multiple interepisode durations using a unifying multivariate hazard model," Transportation Research Part B: Methodological, Elsevier, vol. 39(9), pages 797-823, November.
  23. Simone Borghesi & Chiara Calastri & Giorgio Fagiolo, 2014. "How do people choose their commuting mode? An evolutionary approach to transport choices," LEM Papers Series 2014/15, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  24. Concu, Nanni & Atzeni, Gianfranco, 2012. "Conflicting preferences among tourists and residents," Tourism Management, Elsevier, vol. 33(6), pages 1293-1300.
  25. Stephane Hess & Denis Bolduc & John Polak, 2010. "Random covariance heterogeneity in discrete choice models," Transportation, Springer, vol. 37(3), pages 391-411, May.
  26. Kim, Sooil & Haab, Timothy C., 2005. "Generalized Estimation Methods for Non-i.i.d. Binary Data: An Application to Dichotomous Choice Contingent Valuation," 2005 Annual meeting, July 24-27, Providence, RI 19138, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  27. Li, Xiaowei & Tang, Junqing & Hu, Xiaojiao & Wang, Wei, 2020. "Assessing intercity multimodal choice behavior in a Touristy City: A factor analysis," Journal of Transport Geography, Elsevier, vol. 86(C).
  28. Rico Krueger & Akshay Vij & Taha H. Rashidi, 2018. "A Dirichlet Process Mixture Model of Discrete Choice," Papers 1801.06296, arXiv.org.
  29. Hess, Stephane & Bierlaire, Michel & Polak, John W., 2005. "Estimation of value of travel-time savings using mixed logit models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 221-236.
  30. Giovanni B. Concu, 2007. "Investigating distance effects on environmental values: a choice modelling approach ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 175-194, June.
  31. Regier, Dean A. & Ryan, Mandy & Phimister, Euan & Marra, Carlo A., 2009. "Bayesian and classical estimation of mixed logit: An application to genetic testing," Journal of Health Economics, Elsevier, vol. 28(3), pages 598-610, May.
  32. Ben-Elia, Eran & Shiftan, Yoram, 2010. "Which road do I take? A learning-based model of route-choice behavior with real-time information," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(4), pages 249-264, May.
  33. Mariel, Petr & Ayala, Amaya de & Hoyos, David & Abdullah, Sabah, 2013. "Selecting random parameters in discrete choice experiment for environmental valuation: A simulation experiment," Journal of choice modelling, Elsevier, vol. 7(C), pages 44-57.
  34. D Rigby & M Burton, 2003. "Modeling Indifference and Dislike: A Bounded Bayesian Mixed Logit Model of the UK Market for GM Food," Economics Discussion Paper Series 0327, Economics, The University of Manchester.
  35. Scarpa, Riccardo & Ruto, Eric S. K. & Kristjanson, Patti & Radeny, Maren & Drucker, Adam G. & Rege, John E. O., 2003. "Valuing indigenous cattle breeds in Kenya: an empirical comparison of stated and revealed preference value estimates," Ecological Economics, Elsevier, vol. 45(3), pages 409-426, July.
  36. Hetrakul, Pratt & Cirillo, Cinzia, 2013. "Accommodating taste heterogeneity in railway passenger choice models based on internet booking data," Journal of choice modelling, Elsevier, vol. 6(C), pages 1-16.
  37. Bhat, Chandra R. & Frusti, Teresa & Zhao, Huimin & Schönfelder, Stefan & Axhausen, Kay W., 2004. "Intershopping duration: an analysis using multiweek data," Transportation Research Part B: Methodological, Elsevier, vol. 38(1), pages 39-60, January.
  38. Genie, Mesfin G. & Nicoló, Antonio & Pasini, Giacomo, 2020. "The role of heterogeneity of patients’ preferences in kidney transplantation," Journal of Health Economics, Elsevier, vol. 72(C).
  39. Kiron Chatterjee, 2011. "Modelling the dynamics of bus use in a changing travel environment using panel data," Transportation, Springer, vol. 38(3), pages 487-509, May.
  40. Tabasi, Maliheh & Rose, John M. & Pellegrini, Andrea & Hossein Rashidi, Taha, 2024. "An empirical investigation of the distribution of travellers’ willingness-to-pay: A comparison between a parametric and nonparametric approach," Transport Policy, Elsevier, vol. 146(C), pages 312-321.
  41. Vij, Akshay, 2013. "Incorporating the Influence of Latent Modal Preferences in Travel Demand Models," University of California Transportation Center, Working Papers qt7nq9p0cv, University of California Transportation Center.
  42. Deka, Devajyoti & Carnegie, Jon, 2021. "Predicting transit mode choice of New Jersey workers commuting to New York City from a stated preference survey," Journal of Transport Geography, Elsevier, vol. 91(C).
  43. Dawei Li & Tomio Miwa & Takayuki Morikawa, 2014. "Considering En-Route Choices in Utility-Based Route Choice Modelling," Networks and Spatial Economics, Springer, vol. 14(3), pages 581-604, December.
  44. Vij, Akshay & Carrel, André & Walker, Joan L., 2013. "Incorporating the influence of latent modal preferences on travel mode choice behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 54(C), pages 164-178.
  45. Edward J. D. Webb & John O’Dwyer & David Meads & Paul Kind & Penny Wright, 2020. "Transforming discrete choice experiment latent scale values for EQ-5D-3L using the visual analogue scale," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(5), pages 787-800, July.
  46. Zhang, Shujing & Hancock, Thomas O. & Hess, Stephane & Jia, Shunping, 2026. "Exploring taste heterogeneity and substitution patterns in dockless bike-sharing parking preferences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 204(C).
  47. Jia Guo & Tao Feng & Harry J. P. Timmermans, 2020. "Modeling co-dependent choice of workplace, residence and commuting mode using an error component mixed logit model," Transportation, Springer, vol. 47(2), pages 911-933, April.
  48. Cirillo, Cinzia & Liu, Yan & Maness, Michael, 2017. "A time-dependent stated preference approach to measuring vehicle type preferences and market elasticity of conventional and green vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 294-310.
  49. Greene, William H. & Hensher, David A. & Rose, John, 2006. "Accounting for heterogeneity in the variance of unobserved effects in mixed logit models," Transportation Research Part B: Methodological, Elsevier, vol. 40(1), pages 75-92, January.
  50. Chiara Calastri & Simone Borghesi & Giorgio Fagiolo, 2019. "How do people choose their commuting mode? An evolutionary approach to travel choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 887-912, October.
  51. Chenfeng Xiong & Lei Zhang, 2017. "Dynamic travel mode searching and switching analysis considering hidden model preference and behavioral decision processes," Transportation, Springer, vol. 44(3), pages 511-532, May.
  52. Salas, Patricio & De la Fuente, Rodrigo & Astroza, Sebastian & Carrasco, Juan Antonio, 2025. "Analysis of attribute importance in multinomial logit models using Shapley values-based methods," Journal of choice modelling, Elsevier, vol. 54(C).
  53. Zhang, Yu & Li, Leiming, 2022. "Research on travelers’ transportation mode choice between carsharing and private cars based on the logit dynamic evolutionary game model," Economics of Transportation, Elsevier, vol. 29(C).
  54. Jochem, Patrick & Lisson, Christopher & Khanna, Arpita Asha, 2021. "The role of coordination costs in mode choice decisions: A case study of German cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 31-44.
  55. Jagannathan, Radha & Camasso, Michael J & LaFleur, Jocelyn & Monteleone, Simona, 2024. "Modeling the employment decisions of young men and women in nine European countries: An application of random utility theory and revealed preference," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 233-247.
  56. Sfeir, Georges & Abou-Zeid, Maya & Kaysi, Isam, 2020. "Multivariate count data models for adoption of new transport modes in an organization-based context," Transport Policy, Elsevier, vol. 91(C), pages 59-75.
  57. Alpizar, Francisco & Carlsson, Fredrik, 2003. "Policy implications and analysis of the determinants of travel mode choice: an application of choice experiments to metropolitan Costa Rica," Environment and Development Economics, Cambridge University Press, vol. 8(4), pages 603-619, October.
  58. Jin, Wen-Long & Wang, Xuting & Lou, Yingyan, 2020. "Stable dynamic pricing scheme independent of lane-choice models for high-occupancy-toll lanes," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 64-78.
  59. Peiyu Jing & Ravi Seshadri & Takanori Sakai & Ali Shamshiripour & Andre Romano Alho & Antonios Lentzakis & Moshe E. Ben-Akiva, 2023. "Evaluating congestion pricing schemes using agent-based passenger and freight microsimulation," Papers 2305.07318, arXiv.org.
  60. repec:ehu:biltok:5564 is not listed on IDEAS
  61. Carlos Pestana Barros & Isabel Proenca & Joao Ricardo Faria & Luis Gil-Alana, 2007. "Are Usa Citizens At Risk Of Terrorism In Europe?," Defence and Peace Economics, Taylor & Francis Journals, vol. 18(6), pages 495-507.
  62. Giovanni B Concu, 2009. "Measuring Environmental Externality Spillovers through Choice Modelling," Environment and Planning A, , vol. 41(1), pages 199-212, January.
  63. Yi-Wen Kuo & Cheng-Hsien Hsieh & Cheng-Min Feng & Wen-Ya Yeh, 2013. "Effects of price promotions on potential consumers of high-speed rail," Transportation Planning and Technology, Taylor & Francis Journals, vol. 36(8), pages 722-738, December.
  64. Karthik Srinivasan & P. Bhargavi, 2007. "Longer-term changes in mode choice decisions in Chennai: a comparison between cross-sectional and dynamic models," Transportation, Springer, vol. 34(3), pages 355-374, May.
  65. Gijsbrechts, Els & Campo, Katia & Nisol, Patricia, 2008. "Beyond promotion-based store switching: Antecedents and patterns of systematic multiple-store shopping," International Journal of Research in Marketing, Elsevier, vol. 25(1), pages 5-21.
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