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Specification error in multinomial logit models : Analysis of the omitted variable bias

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  1. Xia, Xiaoyu, 2016. "Forming wage expectations through learning: Evidence from college major choices," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PA), pages 176-196.
  2. Erik Bergkvist & Per Johansson, 2000. "Weighted Derivative Estimation of Quantal Response Models: Simulations and Applications to Choice of Truck Freight Carrier," Computational Statistics, Springer, vol. 15(4), pages 485-510, December.
  3. Aslund, O., 2000. "Immigrant Settlement Policies and Subsequent Migration," Papers 2000-23, Uppsala - Working Paper Series.
  4. Tomás del Barrio Casto & William Nilsson & Andrés J. Picazo-Tadeo, 2013. "How wrong can you be, without noticing? Further evidence on speci?cation errors in the Conditional Logit," Working Papers 1318, Department of Applied Economics II, Universidad de Valencia.
  5. Edward C. Norton, 2012. "Log Odds and Ends," NBER Working Papers 18252, National Bureau of Economic Research, Inc.
  6. Mokhtarian, Patricia L., 2016. "Presenting the Independence of Irrelevant Alternatives property in a first course on logit modeling," Journal of choice modelling, Elsevier, vol. 21(C), pages 25-29.
  7. Erik Bergkvist, 2001. "The value of time and forecasting of flowsin freight transportation," ERSA conference papers ersa01p271, European Regional Science Association.
  8. Joshua Lospinoso & Michael Schweinberger & Tom Snijders & Ruth Ripley, 2011. "Assessing and accounting for time heterogeneity in stochastic actor oriented models," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 5(2), pages 147-176, July.
  9. Patrizia Lattarulo & Valentino Masucci & Maria Grazia Pazienza, 2014. "Is it really impossible to change transport mode behaviours? An experiment for sustainable urban mobility," Rapporti e ricerche 600, Istituto Regionale per la Programmazione Economica della Toscana.
  10. Maarten Buis, 2015. "Logistic regression: Why we often can do what we think we can do," United Kingdom Stata Users' Group Meetings 2015 08, Stata Users Group.
  11. Li‐Wei Chao, 2002. "A comparison of consensus and nonconsensus approaches to modeling contraceptive choice behavior," Health Economics, John Wiley & Sons, Ltd., vol. 11(7), pages 599-622, October.
  12. 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.
  13. 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.
  14. 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.
  15. Bento, Antonio M. & Li, Shanjun & Roth, Kevin, 2012. "Is there an energy paradox in fuel economy? A note on the role of consumer heterogeneity and sorting bias," Economics Letters, Elsevier, vol. 115(1), pages 44-48.
  16. Ramalho, Esmeralda A. & Ramalho, Joaquim J.S., 2010. "Is neglected heterogeneity really an issue in binary and fractional regression models? A simulation exercise for logit, probit and loglog models," Computational Statistics & Data Analysis, Elsevier, vol. 54(4), pages 987-1001, April.
  17. Anett C. Hansen & Harald K. Selte, 1997. "Air Pollution and Sick-leaves - is there a Connection? A Case Study using Air Pollution Data from Oslo," Discussion Papers 197, Statistics Norway, Research Department.
  18. J.S. Cramer, 2005. "Omitted Variables and Misspecified Disturbances in the Logit Model," Tinbergen Institute Discussion Papers 05-084/4, Tinbergen Institute.
  19. Hanemann, W. Michael & Kanninen, Barbara, 1996. "The Statistical Analysis Of Discrete-Response Cv Data," CUDARE Working Papers 25022, University of California, Berkeley, Department of Agricultural and Resource Economics.
  20. Cristian Angelo Guevara & Moshe E. Ben-Akiva, 2012. "Change of Scale and Forecasting with the Control-Function Method in Logit Models," Transportation Science, INFORMS, vol. 46(3), pages 425-437, August.
  21. Anett Hansen & Harald Selte, 2000. "Air Pollution and Sick-leaves," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 16(1), pages 31-50, May.
  22. Rossetti, Tomás & Guevara, C. Angelo & Galilea, Patricia & Hurtubia, Ricardo, 2018. "Modeling safety as a perceptual latent variable to assess cycling infrastructure," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 252-265.
  23. Aslund, Olof, 2005. "Now and forever? Initial and subsequent location choices of immigrants," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 141-165, March.
  24. Sifringer, Brian & Lurkin, Virginie & Alahi, Alexandre, 2020. "Enhancing discrete choice models with representation learning," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 236-261.
  25. Jason Dietrich, 2005. "Under-specified Models and Detection of Discrimination: A Case Study of Mortgage Lending," The Journal of Real Estate Finance and Economics, Springer, vol. 31(1), pages 83-105, August.
  26. Thi Mai Luong, 2020. "Selection Effects of Lender and Borrower Choices on Risk Measurement, Management and Prudential Regulation," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 3-2020.
  27. Bodvarsson, Orn B. & Walker, Rosemary L., 2004. "Do parental cash transfers weaken performance in college?," Economics of Education Review, Elsevier, vol. 23(5), pages 483-495, October.
  28. 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.
  29. Guillermo Israilevich, 2004. "Assessing Supermarket Product-Line Decisions: The Impact of Slotting Fees," Quantitative Marketing and Economics (QME), Springer, vol. 2(2), pages 141-167, June.
  30. Amalesh Sharma & V. Kumar & Sourav Bikash Borah & Anirban Adhikary, 2022. "Complexity in a multinational enterprise’s global supply chain and its international business performance: A bane or a boon?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(5), pages 850-878, July.
  31. Gabriele Restelli, 2023. "Development and International Migration: The Effect of Income on Regular and Irregular Migration Intentions to Europe," Population and Development Review, The Population Council, Inc., vol. 49(1), pages 135-174, March.
  32. 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.
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