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Change of Scale and Forecasting with the Control-Function Method in Logit Models

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Cited by:

  1. Palma, David & Ortúzar, Juan de Dios & Rizzi, Luis Ignacio & Guevara, Cristian Angelo & Casaubon, Gerard & Ma, Huiqin, 2016. "Modelling choice when price is a cue for quality: a case study with Chinese consumers," Journal of choice modelling, Elsevier, vol. 19(C), pages 24-39.
  2. Thomas E. Guerrero & C. Angelo Guevara & Elisabetta Cherchi & Juan de Dios Ortúzar, 2021. "Addressing endogeneity in strategic urban mode choice models," Transportation, Springer, vol. 48(4), pages 2081-2102, August.
  3. 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).
  4. Lurkin, Virginie & Garrow, Laurie A. & Higgins, Matthew J. & Newman, Jeffrey P. & Schyns, Michael, 2017. "Accounting for price endogeneity in airline itinerary choice models: An application to Continental U.S. markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 228-246.
  5. José Tudón, 2022. "Prioritization vs. congestion on platforms: evidence from Amazon's Twitch.tv," RAND Journal of Economics, RAND Corporation, vol. 53(2), pages 328-355, June.
  6. van Cranenburgh, Sander & Prato, Carlo G., 2016. "On the robustness of random regret minimization modelling outcomes towards omitted attributes," Journal of choice modelling, Elsevier, vol. 18(C), pages 51-70.
  7. Guevara, C. Angelo & Tang, Yue & Gao, Song, 2018. "The initial condition problem with complete history dependency in learning models for travel choices," Transportation Research Part B: Methodological, Elsevier, vol. 117(PB), pages 850-861.
  8. de Grange, Louis & González, Felipe & Marechal, Matthieu & Troncoso, Rodrigo, 2024. "Estimating multinomial logit models with endogenous variables: Control function versus two adapted approaches," Transportation Research Part A: Policy and Practice, Elsevier, vol. 183(C).
  9. Pezoa, Raúl & Basso, Franco & Batarce, Marco & de Grange, Louis & De La Puerta, Rodrigo & Feres, Fernando & Varas, Mauricio, 2026. "Mode choice between metro, bus, and ride-hailing: Revealed preference evidence with crowding effects," Transport Policy, Elsevier, vol. 179(C).
  10. Guevara, C. Angelo, 2018. "Overidentification tests for the exogeneity of instruments in discrete choice models," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 241-253.
  11. Guevara, C. Angelo & Tirachini, Alejandro & Hurtubia, Ricardo & Dekker, Thijs, 2020. "Correcting for endogeneity due to omitted crowding in public transport choice using the Multiple Indicator Solution (MIS) method," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 472-484.
  12. Rahman, Moshiur & Yasmin, Shamsunnahar & Eluru, Naveen, 2019. "Controlling for endogeneity between bus headway and bus ridership: A case study of the Orlando region," Transport Policy, Elsevier, vol. 81(C), pages 208-219.
  13. Muñoz, Lorenzo & Astroza, Sebastian & Tudela, Alejandro & Lizana, Maximiliano, 2026. "Evaluation of endogeneity due to the omission of psychosocial variables in mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 206(C).
  14. Mariel, Petr & Khan, Mohammad Asif & Meyerhoff, Jürgen, 2022. "Valuing individuals’ preferences for air quality improvement: Evidence from a discrete choice experiment in South Delhi," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 432-447.
  15. Rico Krueger & Michel Bierlaire & Prateek Bansal, 2022. "A Data Fusion Approach for Ride-sourcing Demand Estimation: A Discrete Choice Model with Sampling and Endogeneity Corrections," Papers 2212.02178, arXiv.org.
  16. Qingjie Zhou & Mingyue Du & Jiangyuan Hou, 2025. "Role of social network in fostering consumers' omni‐channel purchasing behavior towards infant milk powder retailers," Agribusiness, John Wiley & Sons, Ltd., vol. 41(3), pages 672-693, July.
  17. Gopalakrishnan, Raja & Guevara, C. Angelo & Ben-Akiva, Moshe, 2020. "Combining multiple imputation and control function methods to deal with missing data and endogeneity in discrete-choice models," Transportation Research Part B: Methodological, Elsevier, vol. 142(C), pages 45-57.
  18. Philipp B. Cornelius & Bilal Gokpinar, 2020. "The Role of Customer Investor Involvement in Crowdfunding Success," Management Science, INFORMS, vol. 66(1), pages 452-472, January.
  19. Monica Răileanu Szeles, 2025. "Life Satisfaction and Migration Intentions in Urban Romania: The Local-Global Divide," Journal of Happiness Studies, Springer, vol. 26(8), pages 1-24, December.
  20. Fernández-Antolín, Anna & Guevara, C. Angelo & de Lapparent, Matthieu & Bierlaire, Michel, 2016. "Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data," Journal of choice modelling, Elsevier, vol. 20(C), pages 1-15.
  21. José Francisco Tudón Maldonado, 2017. "Congestion v Content Provision in Net Neutrality: The Case of Amazon's Twitch.tv," 2017 Papers ptu168, Job Market Papers.
  22. Pedro Amorim & Nicole DeHoratius & Fredrik Eng-Larsson & Sara Martins, 2024. "Customer Preferences for Delivery Service Attributes in Attended Home Delivery," Management Science, INFORMS, vol. 70(11), pages 7559-7578, November.
  23. C. Angelo Guevara, 2017. "Mode-valued differences of in-vehicle travel time Savings," Transportation, Springer, vol. 44(5), pages 977-997, September.
  24. Guerrero, Thomas E. & Guevara, C. Angelo & Cherchi, Elisabetta & Ortúzar, Juan de Dios, 2022. "Characterizing the impact of discrete indicators to correct for endogeneity in discrete choice models," Journal of choice modelling, Elsevier, vol. 42(C).
  25. Guerrero B., Thomas E. & Avogadro, Nicolò & Ramos, Raúl, 2025. "Control Function Approach for Addressing Endogeneity in Transport Models: A Case Study on the London–Amsterdam Route," Journal of choice modelling, Elsevier, vol. 54(C).
  26. Ainhoa Vega-Bayo & Petr Mariel, 2023. "Parents’ Willingness to Pay for Bilingualism: Evidence from Spain," Journal of Family and Economic Issues, Springer, vol. 44(3), pages 727-742, September.
  27. Danaf, Mazen & Guevara, Angelo & Atasoy, Bilge & Ben-Akiva, Moshe, 2020. "Endogeneity in adaptive choice contexts: Choice-based recommender systems and adaptive stated preferences surveys," Journal of choice modelling, Elsevier, vol. 34(C).
  28. Guevara, C. Angelo, 2015. "Critical assessment of five methods to correct for endogeneity in discrete-choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 240-254.
  29. Hotle, Susan L. & Castillo, Marco & Garrow, Laurie A. & Higgins, Matthew J., 2015. "The impact of advance purchase deadlines on airline consumers’ search and purchase behaviors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 1-16.
  30. Petr Mariel & Linda Arata, 2022. "Incorporating attitudes into the evaluation of preferences regarding agri‐environmental practices," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 430-451, June.
  31. Guevara, C. Angelo & Ben-Akiva, Moshe E., 2013. "Sampling of alternatives in Logit Mixture models," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 185-198.
  32. Fukushi, Mitsuyoshi & Delgado, Felipe & Raveau, Sebastián, 2024. "Impact of omitted variable and simultaneous estimation endogeneity in choice-based revenue management systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
  33. Guevara, C. Angelo & Ben-Akiva, Moshe E., 2013. "Sampling of alternatives in Multivariate Extreme Value (MEV) models," Transportation Research Part B: Methodological, Elsevier, vol. 48(C), pages 31-52.
  34. Perez-Lopez, Jose-Benito & Novales, Margarita & Orro, Alfonso, 2022. "Spatially correlated nested logit model for spatial location choice," Transportation Research Part B: Methodological, Elsevier, vol. 161(C), pages 1-12.
  35. Guevara, C. Angelo & Hess, Stephane, 2019. "A control-function approach to correct for endogeneity in discrete choice models estimated on SP-off-RP data and contrasts with an earlier FIML approach by Train & Wilson," Transportation Research Part B: Methodological, Elsevier, vol. 123(C), pages 224-239.
  36. Alcorta, Peio & Mariel, Petr, 2025. "Beyond biases: Exploring endogeneity in the allocation function of latent class models for environmental valuation," Resource and Energy Economics, Elsevier, vol. 83(C).
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