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Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review

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  1. Laviolette, Jérôme & Morency, Catherine & Waygood, E.O.D., 2022. "A kilometer or a mile? Does buffer size matter when it comes to car ownership?," Journal of Transport Geography, Elsevier, vol. 104(C).
  2. Oda, Hiromu & Noguchi, Hiroki & Fuse, Masaaki, 2022. "Review of life cycle assessment for automobiles: A meta-analysis-based approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
  3. Alberini, Anna & Bareit, Markus & Filippini, Massimo & Martinez-Cruz, Adan L., 2018. "The impact of emissions-based taxes on the retirement of used and inefficient vehicles: The case of Switzerland," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 234-258.
  4. Zhou, Fan & Zheng, Zuduo & Whitehead, Jake & Perrons, Robert K. & Washington, Simon & Page, Lionel, 2020. "Examining the impact of car-sharing on private vehicle ownership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 322-341.
  5. Ding, Chuan & Cao, Xinyu, 2019. "How does the built environment at residential and work locations affect car ownership? An application of cross-classified multilevel model," Journal of Transport Geography, Elsevier, vol. 75(C), pages 37-45.
  6. Jason Hawkins & Khandker Nurul Habib, 2020. "Heterogeneity in marginal value of urban mobility: evidence from a large-scale household travel survey in the Greater Toronto and Hamilton Area," Transportation, Springer, vol. 47(6), pages 3091-3108, December.
  7. Bindong Sun & Tinglin Zhang & Zhou He & Rui Wang, 2017. "Urban Spatial Structure And Motorization In China," Journal of Regional Science, Wiley Blackwell, vol. 57(3), pages 470-486, June.
  8. Yagi, Michiyuki & Managi, Shunsuke, 2016. "Demographic determinants of car ownership in Japan," Transport Policy, Elsevier, vol. 50(C), pages 37-53.
  9. Nazari, Fatemeh & Mohammadian, Abolfazl (Kouros), 2023. "Modeling vehicle-miles of travel accounting for latent heterogeneity," Transport Policy, Elsevier, vol. 133(C), pages 45-53.
  10. Seya, Hajime & Nakamichi, Kumiko & Yamagata, Yoshiki, 2016. "The residential parking rent price elasticity of car ownership in Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 123-134.
  11. Jie Ma & Xin Ye & Cheng Shi, 2018. "Development of Multivariate Ordered Probit Model to Understand Household Vehicle Ownership Behavior in Xiaoshan District of Hangzhou, China," Sustainability, MDPI, vol. 10(10), pages 1-17, October.
  12. Jukka Heinonen & Michał Czepkiewicz & Áróra Árnadóttir & Juudit Ottelin, 2021. "Drivers of Car Ownership in a Car-Oriented City: A Mixed-Method Study," Sustainability, MDPI, vol. 13(2), pages 1-26, January.
  13. Juan Laborda & María José Moral, 2020. "Automotive Aftermarket Forecast in a Changing World: The Stakeholders’ Perceptions Boost!," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
  14. Zhiqiang Xu & Mahdi Aghaabbasi & Mujahid Ali & Elżbieta Macioszek, 2022. "Targeting Sustainable Transportation Development: The Support Vector Machine and the Bayesian Optimization Algorithm for Classifying Household Vehicle Ownership," Sustainability, MDPI, vol. 14(17), pages 1-17, September.
  15. Song, Siqi & Diao, Mi & Feng, Chen-Chieh, 2021. "Effects of pricing and infrastructure on car ownership: A pseudo-panel-based dynamic model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 115-126.
  16. Guang Tian & Keunhyun Park & Reid Ewing, 2019. "Trip and parking generation rates for different housing types: Effects of compact development," Urban Studies, Urban Studies Journal Limited, vol. 56(8), pages 1554-1575, June.
  17. Fatemeh Nazari & Abolfazl Mohammadian & Thomas Stephens, 2023. "Exploring the Role of Perceived Range Anxiety in Adoption Behavior of Plug-in Electric Vehicles," Papers 2308.10313, arXiv.org.
  18. Habibi, Shiva & Beser Hugosson, Muriel & Sundbergh, Pia & Algers, Staffan, 2015. "Evaluation of bonus-malus systems for reducing car fleet CO2 emissions in Sweden," Working papers in Transport Economics 2015:6, CTS - Centre for Transport Studies Stockholm (KTH and VTI), revised 27 Sep 2016.
  19. Sabouri, Sadegh & Tian, Guang & Ewing, Reid & Park, Keunhyun & Greene, William, 2021. "The built environment and vehicle ownership modeling: Evidence from 32 diverse regions in the U.S," Journal of Transport Geography, Elsevier, vol. 93(C).
  20. Habib, Khandker Nurul & Weiss, Adam & Hasnine, Sami, 2018. "On the heterogeneity and substitution patterns in mobility tool ownership choices of post-secondary students: The case of Toronto," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 650-665.
  21. Lara Al Otary & Maya Abou-Zeid & Isam Kaysi, 2022. "Modeling car ownership and use in a developing country context with informal public transportation," Transportation, Springer, vol. 49(1), pages 1-36, February.
  22. Anna Fernández-Antolín & Matthieu Lapparent & Michel Bierlaire, 2018. "Modeling purchases of new cars: an analysis of the 2014 French market," Theory and Decision, Springer, vol. 84(2), pages 277-303, March.
  23. Sahu, Prasanta K. & Qureshi, Danish & Pani, Agnivesh, 2022. "Examining commercial vehicle fleet ownership decisions and the mediating role of freight generation: A structural equation modeling assessment," Transport Policy, Elsevier, vol. 126(C), pages 26-33.
  24. Paleti, Rajesh, 2015. "Implicit choice set generation in discrete choice models: Application to household auto ownership decisions," Transportation Research Part B: Methodological, Elsevier, vol. 80(C), pages 132-149.
  25. Habibi, Shiva & Beser Hugosson, Muriel & Sundbergh, Pia & Algers, Staffan, 2016. "Car fleet policy evaluation: the case of a Bonus-Malus system in Sweden," Working papers in Transport Economics 2016:19, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
  26. Ali, Azam & Kalatian, Arash & Choudhury, Charisma F., 2023. "Comparing and contrasting choice model and machine learning techniques in the context of vehicle ownership decisions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
  27. Hankach, Pierre & Gastineau, Pascal & Vandanjon, Pierre-Olivier, 2022. "Multi-scale spatial analysis of household car ownership using distance-based Moran's eigenvector maps: Case study in Loire-Atlantique (France)," Journal of Transport Geography, Elsevier, vol. 98(C).
  28. Ben Clark & Kiron Chatterjee & Steve Melia, 2016. "Changes in level of household car ownership: the role of life events and spatial context," Transportation, Springer, vol. 43(4), pages 565-599, July.
  29. Clark, Stephen D. & Rey, Sergio, 2017. "Temporal dynamics in local vehicle ownership for Great Britain," Journal of Transport Geography, Elsevier, vol. 62(C), pages 30-37.
  30. Pyddoke, Roger & Swärdh, Jan-Erik & Algers, Staffan & Habibi, Shiva & Sedehi Zadeh, Noor, 2019. "Long-term responses to car-tax policies: distributional effects and reduced carbon emissions," Papers 2019:4, Research Programme in Transport Economics.
  31. Sabreena Anowar & Naveen Eluru & Luis F. Miranda-Moreno, 2016. "Analysis of vehicle ownership evolution in Montreal, Canada using pseudo panel analysis," Transportation, Springer, vol. 43(3), pages 531-548, May.
  32. Kim, Sung Hoo & Mokhtarian, Patricia L., 2018. "Taste heterogeneity as an alternative form of endogeneity bias: Investigating the attitude-moderated effects of built environment and socio-demographics on vehicle ownership using latent class modelin," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 130-150.
  33. Böcker, Lars & Anderson, Ellinor, 2020. "Interest-adoption discrepancies, mechanisms of mediation and socio-spatial inclusiveness in bike-sharing: The case of nine urban regions in Norway," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 266-277.
  34. Na Wu & Chunyan Tang, 2019. "Investigation of household private car ownership considering interdependent consumer preference," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-13, July.
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