Designing Graph Convolutional Neural Networks for Discrete Choice with Network Effects
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Chandra Bhat, 2015. "A new spatial (social) interaction discrete choice model accommodating for unobserved effects due to endogenous network formation," Transportation, Springer, vol. 42(5), pages 879-914, September.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521766555, July.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, December.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
- Tomlinson, Kiran & Benson, Austin R., 2024. "Graph-based methods for discrete choice," Network Science, Cambridge University Press, vol. 12(1), pages 21-40, March.
- Brock,W.A. & Durlauf,S.N., 2003.
"Multinomial choice with social interactions,"
Working papers
1, Wisconsin Madison - Social Systems.
- William A. Brock & Steven N. Durlauf, 2003. "Multinomial Choice with Social Interactions," NBER Technical Working Papers 0288, National Bureau of Economic Research, Inc.
- Han, Yafei & Pereira, Francisco Camara & Ben-Akiva, Moshe & Zegras, Christopher, 2022. "A neural-embedded discrete choice model: Learning taste representation with strengthened interpretability," Transportation Research Part B: Methodological, Elsevier, vol. 163(C), pages 166-186.
- Frank Goetzke, 2008. "Network Effects in Public Transit Use: Evidence from a Spatially Autoregressive Mode Choice Model for New York," Urban Studies, Urban Studies Journal Limited, vol. 45(2), pages 407-417, February.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Di Ciommo, Floridea & Comendador, Julio & López-Lambas, María Eugenia & Cherchi, Elisabetta & Ortúzar, Juan de Dios, 2014. "Exploring the role of social capital influence variables on travel behaviour," Transportation Research Part A: Policy and Practice, Elsevier, vol. 68(C), pages 46-55.
- Giulio Zanella, 2004. "Discrete Choice with Social Interactions and Endogenous Memberships," Department of Economics University of Siena 442, Department of Economics, University of Siena.
- 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).
- Haldun Evrenk & Chien-Yuan Sher, 2015.
"Social interactions in voting behavior: distinguishing between strategic voting and the bandwagon effect,"
Public Choice, Springer, vol. 162(3), pages 405-423, March.
- Evrenk, Haldun & Sher, Chien-Yuan, 2015. "Social interactions in voting behavior: distinguishing between strategic voting and the bandwagon effect," MPRA Paper 62794, University Library of Munich, Germany.
- Hu, Wuyang & Adamowicz, Wiktor L. & Veeman, Michele M., 2005. "Bayesian Analysis of Consumer Choices with Taste, Context, Reference Point and Individual Scale Effects," 2005 Annual meeting, July 24-27, Providence, RI 19296, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Pike, Susan & Lubell, Mark, 2018. "The conditional effects of social influence in transportation mode choice," Research in Transportation Economics, Elsevier, vol. 68(C), pages 2-10.
- Oyama, Yuki & Murakami, Daisuke & Krueger, Rico, 2024. "A hierarchical Bayesian logit model for spatial multivariate choice data," Journal of choice modelling, Elsevier, vol. 52(C).
- Niousha Bagheri & Milad Ghasri & Michael Barlow, 2025. "RUM-NN: A Neural Network Model Compatible with Random Utility Maximisation for Discrete Choice Setups," Papers 2501.05221, arXiv.org.
- Xuli Wen & Xin Chen, 2025. "A New Breakthrough in Travel Behavior Modeling Using Deep Learning: A High-Accuracy Prediction Method Based on a CNN," Sustainability, MDPI, vol. 17(2), pages 1-14, January.
- Kim, Eui-Jin & Bansal, Prateek, 2024. "A new flexible and partially monotonic discrete choice model," Transportation Research Part B: Methodological, Elsevier, vol. 183(C).
- Zhifeng Gao & Ted C. Schroeder, 2009.
"Consumer responses to new food quality information: are some consumers more sensitive than others?,"
Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 339-346, May.
- Gao, Zhifeng & Schroeder, Ted C., 2008. "Consumer Responses to New Food Quality Information: Are Some Consumers More Sensitive than Others," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6168, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Cheng, Leilei & Yin, Changbin & Chien, Hsiaoping, 2015. "Demand for milk quantity and safety in urban China: evidence from Beijing and Harbin," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), April.
- Wen, Chieh-Hua & Huang, Chia-Jung & Fu, Chiang, 2020. "Incorporating continuous representation of preferences for flight departure times into stated itinerary choice modeling," Transport Policy, Elsevier, vol. 98(C), pages 10-20.
- Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2023.
"The Refugee’s Dilemma: Evidence from Jewish Migration out of Nazi Germany,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 1273-1345.
- Johannes Buggle & Mathias Thoenig & Thierry Mayer & Seyhun Orcan Sakalli, 2020. "The Refugee’s Dilemma:Evidence from Jewish Migration out of Nazi Germany," Cahiers de Recherches Economiques du Département d'économie 20.01, Université de Lausanne, Faculté des HEC, Département d’économie.
- Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2023. "The Refugee's Dilemma: Evidence from Jewish Migration out of Nazi Germany," SciencePo Working papers Main hal-03861721, HAL.
- Thoenig, Mathias & Buggle, Johannes & Mayer, Thierry & Sakalli, Seyhun Orcan, 2020. "The Refugee's Dilemma: Evidence from Jewish Migration out of Nazi Germany," CEPR Discussion Papers 15533, C.E.P.R. Discussion Papers.
- Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2023. "The Refugee's Dilemma: Evidence from Jewish Migration out of Nazi Germany," Post-Print hal-03861721, HAL.
- Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2022. "The Refugee's Dilemma: Evidence from Jewish Migration out of Nazi Germany," Working Papers hal-03799567, HAL.
- Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2022. "The Refugee's Dilemma: Evidence from Jewish Migration out of Nazi Germany," SciencePo Working papers Main hal-03799567, HAL.
- Christelis, Dimitris & Dobrescu, Loretti I. & Motta, Alberto, 2020.
"Early life conditions and financial risk-taking in older age,"
The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
- Dimitrios Christelis & Loreti I. Dobrescu & Alberto Motta, 2011. "Early Life Conditions and Financial Risk–Taking in Older Age," CSEF Working Papers 285, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
- Loretti Dobrescu & Dimitris Christelis & Alberto Motta, 2012. "Early Life Conditions and Financial Risk-taking in Older Age," Working Papers 201208, ARC Centre of Excellence in Population Ageing Research (CEPAR), Australian School of Business, University of New South Wales.
- Christelis, Dimitris & Dobrescu, Loretti I. & Motta, Alberto, 2011. "Early life conditions and financial risk-taking in older age," CFS Working Paper Series 2011/28, Center for Financial Studies (CFS).
- Ortega, David L. & Wang, H. Holly & Wu, Laping & Hong, Soo Jeong, 2015. "Retail channel and consumer demand for food quality in China," China Economic Review, Elsevier, vol. 36(C), pages 359-366.
- Tina Birgitte Hansen & Jes Sanddal Lindholt & Axel Diederichsen & Rikke Søgaard, 2019. "Do Non-participants at Screening have a Different Threshold for an Acceptable Benefit–Harm Ratio than Participants? Results of a Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(5), pages 491-501, October.
- Doyle, Orla & Fidrmuc, Jan, 2006. "Who favors enlargement?: Determinants of support for EU membership in the candidate countries' referenda," European Journal of Political Economy, Elsevier, vol. 22(2), pages 520-543, June.
- Tovar, Jorge, 2012. "Consumers’ Welfare and Trade Liberalization: Evidence from the Car Industry in Colombia," World Development, Elsevier, vol. 40(4), pages 808-820.
- Pereira, Pedro & Ribeiro, Tiago, 2011.
"The impact on broadband access to the Internet of the dual ownership of telephone and cable networks,"
International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 283-293, March.
- Pedro Pereira & Tiago Ribeiro, 2006. "The Impact on Broadband Access to the Internet of the Dual Ownership of Telephone and Cable Networks," Working Papers 06-10, NET Institute, revised Aug 2006.
- Pedro Pereira & Tiago Ribeiro, 2006. "The Impact on Broadband Access to the Internet of the Dual Ownership of Telephone and Cable Networks," Working Papers 17, Portuguese Competition Authority.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2503.09786. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.