Multinomial logit processes and preference discovery: outside and inside the black box
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- Drew Fudenberg & Philipp Strack & Tomasz Strzalecki, 2018.
"Speed, Accuracy, and the Optimal Timing of Choices,"
American Economic Review, American Economic Association, vol. 108(12), pages 3651-3684, December.
- Drew Fudenberg & Philipp Strack & Tomasz Strzalecki, 2015. "Speed, Accuracy, and the Optimal Timing of Choices," Working Paper 254346, Harvard University OpenScholar.
- Jakub Steiner & Colin Stewart & Filip Matějka, 2017.
"Rational Inattention Dynamics: Inertia and Delay in Decision‐Making,"
Econometrica, Econometric Society, vol. 85, pages 521-553, March.
- Filip Matejka & Colin Stewart & Jakub Steiner, 2015. "Rational Inattention Dynamics: Inertia and Delay in Decision-Making," 2015 Meeting Papers 307, Society for Economic Dynamics.
- Jakub Steiner & Colin Stewart & Filip Matejka, 2016. "Rational Inattention Dynamics: Inertia and Delay in Decision-Making," Working Papers tecipa-559, University of Toronto, Department of Economics.
- Matejka, Filip & Steiner, Jakub & Stewart, Colin, 2015. "Rational Inattention Dynamics: Inertia and Delay in Decision-Making," CEPR Discussion Papers 10720, C.E.P.R. Discussion Papers.
- Carlos Alós-Ferrer & Ernst Fehr & Nick Netzer, 2021.
"Time Will Tell: Recovering Preferences When Choices Are Noisy,"
Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1828-1877.
- Alós-Ferrer, Carlos & Fehr, Ernst & Netzer, Nick, 2018. "Time Will Tell: Recovering Preferences When Choices Are Noisy," IZA Discussion Papers 11918, Institute of Labor Economics (IZA).
- Carlos Alós-Ferrer & Ernst Fehr & Nick Netzer, 2018. "Time will tell: recovering preferences when choices are noisy," ECON - Working Papers 306, Department of Economics - University of Zurich, revised Jun 2020.
- Carlos Alós-Ferrer & Ernst Fehr & Nick Netzer, 2018. "Time Will Tell: Recovering Preferences when Choices Are Noisy," CESifo Working Paper Series 7333, CESifo.
- Carlos Alos-Ferrer & Ernst Fehr & Nick Netzer, 2018. "Time will tell - Recovering Preferences when Choices are Noisy," Papers 1811.02497, arXiv.org.
- Mira Frick & Ryota Iijima & Tomasz Strzalecki, 2019.
"Dynamic Random Utility,"
Econometrica, Econometric Society, vol. 87(6), pages 1941-2002, November.
- Mira Frick & Ryota Iijima & Tomasz Strzalecki, 2017. "Dynamic Random Utility," Cowles Foundation Discussion Papers 2092R, Cowles Foundation for Research in Economics, Yale University, revised Nov 2018.
- Mira Frick & Ryota Iijima & Tomasz Strzalecki, 2017. "Dynamic Random Utility," Cowles Foundation Discussion Papers 2092, Cowles Foundation for Research in Economics, Yale University.
- Filip Matêjka & Alisdair McKay, 2015.
"Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model,"
American Economic Review, American Economic Association, vol. 105(1), pages 272-298, January.
- Filip Matejka & Alisdair McKay, 2011. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," CERGE-EI Working Papers wp442, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Alisdair McKay & Filip Matejka, 2011. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," 2011 Meeting Papers 535, Society for Economic Dynamics.
- Alisdair McKay & Filip Matejka, 2011. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," Boston University - Department of Economics - Working Papers Series WP2011-026, Boston University - Department of Economics.
- N. Georgescu-Roegen, 1936. "The Pure Theory of Consumers Behavior," The Quarterly Journal of Economics, Oxford University Press, vol. 50(4), pages 545-593.
- Xavier Gabaix & David Laibson & Guillermo Moloche & Stephen Weinberg, 2006. "Costly Information Acquisition: Experimental Analysis of a Boundedly Rational Model," American Economic Review, American Economic Association, vol. 96(4), pages 1043-1068, September.
- McKelvey Richard D. & Palfrey Thomas R., 1995.
"Quantal Response Equilibria for Normal Form Games,"
Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
- McKelvey, Richard D. & Palfrey, Thomas R., 1994. "Quantal Response Equilibria For Normal Form Games," Working Papers 883, California Institute of Technology, Division of the Humanities and Social Sciences.
- R. McKelvey & T. Palfrey, 2010. "Quantal Response Equilibria for Normal Form Games," Levine's Working Paper Archive 510, David K. Levine.
- S. Cerreia-Vioglio & F. Maccheroni & M. Marinacci & A. Rustichini, 2016. "Law of Demand and Forced Choice," Working Papers 593, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Patrick Suppes & Muriel Winet, 1955. "An Axiomatization of Utility Based on the Notion of Utility Differences," Management Science, INFORMS, vol. 1(3-4), pages 259-270, 04-07.
- Jacob K. Goeree & Charles A. Holt & Thomas R. Palfrey, 2016. "Quantal Response Equilibrium:A Stochastic Theory of Games," Economics Books, Princeton University Press, edition 1, number 10743.
- Huseynov, Samir & Krajbich, Ian & Palma, Marco A., 2018. "No Time to Think: Food Decision-Making under Time Pressure," 2018 Annual Meeting, August 5-7, Washington, D.C. 274135, Agricultural and Applied Economics Association.
- Drew Fudenberg & Tomasz Strzalecki, 2015.
"Dynamic Logit With Choice Aversion,"
Econometrica, Econometric Society, vol. 83, pages 651-691, March.
- Drew Fudenberg & Tomasz Strzalecki, "undated". "Dynamic Logit with Choice Aversion," Working Paper 40033, Harvard University OpenScholar.
- Fudenberg, Drew & Strzalecki, Tomasz, 2015. "Dynamic Logit with Choice Aversion," Scholarly Articles 14397609, Harvard University Department of Economics.
- Frederick Mosteller & Philip Nogee, 1951. "An Experimental Measurement of Utility," Journal of Political Economy, University of Chicago Press, vol. 59, pages 371-371.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521747387, November.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, November.
- Jay Lu, 2016. "Random Choice and Private Information," Econometrica, Econometric Society, vol. 84, pages 1983-2027, November.
- Richard E. Quandt, 1956. "A Probabilistic Theory of Consumer Behavior," The Quarterly Journal of Economics, Oxford University Press, vol. 70(4), pages 507-536.
- Elena Reutskaja & Rosemarie Nagel & Colin F. Camerer & Antonio Rangel, 2011. "Search Dynamics in Consumer Choice under Time Pressure: An Eye-Tracking Study," American Economic Review, American Economic Association, vol. 101(2), pages 900-926, April.
- Clithero, John A., 2018. "Improving out-of-sample predictions using response times and a model of the decision process," Journal of Economic Behavior & Organization, Elsevier, vol. 148(C), pages 344-375.
- Andrew Caplin & Mark Dean, 2015.
"Revealed Preference, Rational Inattention, and Costly Information Acquisition,"
American Economic Review, American Economic Association, vol. 105(7), pages 2183-2203, July.
- Andrew Caplin & Mark Dean, 2014. "Revealed Preference, Rational Inattention, and Costly Information Acquisition," NBER Working Papers 19876, National Bureau of Economic Research, Inc.
- Andrew Caplin & Mark Dean & John Leahy, 2019. "Rational Inattention, Optimal Consideration Sets, and Stochastic Choice," Review of Economic Studies, Oxford University Press, vol. 86(3), pages 1061-1094.
- Bhat, Chandra R., 1995. "A heteroscedastic extreme value model of intercity travel mode choice," Transportation Research Part B: Methodological, Elsevier, vol. 29(6), pages 471-483, December.
- Paulo Natenzon, 2019. "Random Choice and Learning," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 419-457.
- Fosgerau, Mogens & Melo, Emerson & Shum, Matt, 2017. "Discrete Choice and Rational Inattention: a General Equivalence Result�," MPRA Paper 76605, University Library of Munich, Germany.
- Simon P. Anderson & Jacob K. Goeree & Charles A. Holt, 2004. "Noisy Directional Learning and the Logit Equilibrium," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(3), pages 581-602, October.
- Dewan, Ambuj & Neligh, Nathaniel, 2020. "Estimating information cost functions in models of rational inattention," Journal of Economic Theory, Elsevier, vol. 187(C).
- Ernst Fehr & Antonio Rangel, 2011. "Neuroeconomic Foundations of Economic Choice--Recent Advances," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 3-30, Fall.
- Michael Woodford, 2014. "Stochastic Choice: An Optimizing Neuroeconomic Model," American Economic Review, American Economic Association, vol. 104(5), pages 495-500, May.
- Ryan Webb, 2019. "The (Neural) Dynamics of Stochastic Choice," Management Science, INFORMS, vol. 65(1), pages 230-255, January.
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Cited by:
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"Rational Inattention: A Review,"
CEPR Discussion Papers
15408, C.E.P.R. Discussion Papers.
- Maćkowiak, Bartosz & Matějka, Filip & Wiederholt, Mirko, 2021. "Rational inattention: a review," Working Paper Series 2570, European Central Bank.
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More about this item
Keywords
discrete choice analysis; drift di§usion model; heteroscedastic extreme value models; luce model; metropolis algorithm; multinomial logit model; quantal response equilib ium; rational inattention;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-DCM-2020-05-11 (Discrete Choice Models)
- NEP-GEN-2020-05-11 (Gender)
- NEP-ORE-2020-05-11 (Operations Research)
- NEP-UPT-2020-05-11 (Utility Models & Prospect Theory)
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