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A two-armed bandit theory of market pricing

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Cited by:

  1. Ulrich Doraszelski & Gregory Lewis & Ariel Pakes, 2018. "Just Starting Out: Learning and Equilibrium in a New Market," American Economic Review, American Economic Association, vol. 108(3), pages 565-615, March.
  2. Guofang Huang & Hong Luo & Jing Xia, 2019. "Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning," Management Science, INFORMS, vol. 65(12), pages 5556-5583, December.
  3. Konon, Alexander & Kritikos, Alexander S., 2017. "Media and Occupational Choice," IZA Discussion Papers 11015, Institute of Labor Economics (IZA).
  4. Sylvain Chassang, 2010. "Building Routines: Learning, Cooperation, and the Dynamics of Incomplete Relational Contracts," American Economic Review, American Economic Association, vol. 100(1), pages 448-465, March.
  5. Subir Bose & Gerhard Orosel & Marco Ottaviani & Lise Vesterlund, 2006. "Dynamic monopoly pricing and herding," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 910-928, December.
  6. Deimen, Inga & Wirtz, Julia, 2022. "Control, cost, and confidence: Perseverance and procrastination in the face of failure," Games and Economic Behavior, Elsevier, vol. 134(C), pages 52-74.
  7. Alessandro Lizzeri & Eran Shmaya & Leeat Yariv, 2024. "Disentangling Exploration from Exploitation," NBER Working Papers 32424, National Bureau of Economic Research, Inc.
  8. Karun Adusumilli, 2021. "Risk and optimal policies in bandit experiments," Papers 2112.06363, arXiv.org, revised Jan 2024.
  9. Matthew O. Jackson & Ehud Kalai & Rann Smorodinsky, 1997. "Patterns, Types, and Bayesian Learning," Game Theory and Information 9711002, University Library of Munich, Germany.
  10. Krahmer, Daniel, 2007. "Equilibrium learning in simple contests," Games and Economic Behavior, Elsevier, vol. 59(1), pages 105-131, April.
  11. Martin Peitz & Sven Rady & Piers Trepper, 2017. "Experimentation in Two-Sided Markets," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 128-172.
  12. Urtzi Ayesta & M Erausquin & E Ferreira & P Jacko, 2016. "Optimal Dynamic Resource Allocation to Prevent Defaults," Working Papers hal-01300681, HAL.
  13. Johannes Hörner & Larry Samuelson, 2013. "Incentives for experimenting agents," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 632-663, December.
  14. Schlag, Karl H., 1998. "Why Imitate, and If So, How?, : A Boundedly Rational Approach to Multi-armed Bandits," Journal of Economic Theory, Elsevier, vol. 78(1), pages 130-156, January.
  15. Epstein, Gil S., 1996. "Changing a decision taken under incomplete informatio during the process of execution," Journal of Economic Behavior & Organization, Elsevier, vol. 29(2), pages 323-329, March.
  16. Blume, Andreas & Heidhues, Paul, 2006. "Private monitoring in auctions," Journal of Economic Theory, Elsevier, vol. 131(1), pages 179-211, November.
  17. Sonja Brangewitz & Gaël Giraud, 2012. "Learning by Trading in Infinite Horizon Strategic Market Games with Default," Documents de travail du Centre d'Economie de la Sorbonne 12062r, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne, revised Oct 2013.
  18. Keller, Godfrey & Novák, Vladimír & Willems, Tim, 2019. "A note on optimal experimentation under risk aversion," Journal of Economic Theory, Elsevier, vol. 179(C), pages 476-487.
  19. Abhijit Banerjee & Sylvain Chassang & Erik Snowberg, 2016. "Decision Theoretic Approaches to Experiment Design and External Validity," NBER Working Papers 22167, National Bureau of Economic Research, Inc.
  20. Maxime C. Cohen, & Georgia Perakis & Robert S. Pindyck, 2021. "A Simple Rule for Pricing with Limited Knowledge of Demand," Management Science, INFORMS, vol. 67(3), pages 1608-1621, March.
  21. Sorensen, Morten, 2007. "Learning by Investing: Evidence from Venture Capital," SIFR Research Report Series 53, Institute for Financial Research.
  22. Sylvain Chassang & Gerard Padro I Miquel & Erik Snowberg, 2012. "Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments," American Economic Review, American Economic Association, vol. 102(4), pages 1279-1309, June.
  23. Juan Carlos Berganza, 2000. "Politicians, voters and electoral processes: an overview," Investigaciones Economicas, Fundación SEPI, vol. 24(3), pages 501-543, September.
  24. Simina Br^anzei & Yuval Peres, 2019. "Multiplayer Bandit Learning, from Competition to Cooperation," Papers 1908.01135, arXiv.org, revised Jan 2024.
  25. Henry W. Chappell & Paulo Guimarães & Orgül Demet Öztürk, 2011. "Confessions of an internet monopolist: demand estimation for a versioned information good," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 32(1), pages 1-15, January.
  26. Wei Xiong, 2013. "Bubbles, Crises, and Heterogeneous Beliefs," NBER Working Papers 18905, National Bureau of Economic Research, Inc.
  27. Chong Huang & Fei Li, 2011. "Bargaining While Learning About New Arrivals, Second Version," PIER Working Paper Archive 13-033, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 21 May 2013.
  28. Patrick Bolton & Antoine Faure-Grimaud, 2010. "Satisficing Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(3), pages 937-971.
  29. Cosmin Ilut & Rosen Valchev & Nicolas Vincent, 2020. "Paralyzed by Fear: Rigid and Discrete Pricing Under Demand Uncertainty," Econometrica, Econometric Society, vol. 88(5), pages 1899-1938, September.
  30. Berninghaus, Siegfried, 1984. "Activity dispersions and variable planning horizons," Discussion Papers, Series I 183, University of Konstanz, Department of Economics.
  31. Deishin Lee & Eric Van den Steen, 2010. "Managing Know-How," Management Science, INFORMS, vol. 56(2), pages 270-285, February.
  32. Wang Chi Cheung & David Simchi-Levi & He Wang, 2017. "Technical Note—Dynamic Pricing and Demand Learning with Limited Price Experimentation," Operations Research, INFORMS, vol. 65(6), pages 1722-1731, December.
  33. Smith, L. & Sorensen, P., 1997. "Informational Herding and Optimal Experimentation," Economics Papers 139, Economics Group, Nuffield College, University of Oxford.
  34. Heski Bar-Isaac, 2001. "Self-Confidence and Survival," FMG Discussion Papers dp395, Financial Markets Group.
  35. Celik, Levent, 2016. "Competitive provision of tune-ins under common private information," International Journal of Industrial Organization, Elsevier, vol. 44(C), pages 113-122.
  36. Benjamin R. Handel & Kanishka Misra, 2015. "Robust New Product Pricing," Marketing Science, INFORMS, vol. 34(6), pages 864-881, November.
  37. Batlome Janjgava & Sergey Slobodyan, 2011. "Duopoly Competition, Escape Dynamics and Non-cooperative Collusion," CERGE-EI Working Papers wp445, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  38. Dirk Bergemann & Juuso Valimaki, 1999. "Entry and Innovation in Vertically Differentiated Markets," Discussion Papers 1260, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
  39. Chernov, G. & Susin, I., 2019. "Models of learning in games: An overview," Journal of the New Economic Association, New Economic Association, vol. 44(4), pages 77-125.
  40. Volker Britz & Hans Gersbach, 2014. "Experimentation in Democratic Mechanisms," CER-ETH Economics working paper series 14/199, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
  41. Deimen, Inga & Wirtz, Julia, 2016. "A Bandit Model of Two-Dimensional Uncertainty -- Rationalizing Mindsets," VfS Annual Conference 2016 (Augsburg): Demographic Change 145931, Verein für Socialpolitik / German Economic Association.
  42. Patrick Bolton & Antoine Faure-Grimaud, 2009. "Thinking Ahead: The Decision Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1205-1238.
  43. Harju, Jarkko & Kosonen, Tuomas & Skans, Oskar Nordström, 2018. "Firm types, price-setting strategies, and consumption-tax incidence," Journal of Public Economics, Elsevier, vol. 165(C), pages 48-72.
  44. Juan Carlos Berganza, 1998. "Relationships Between Politicians and Voters Through Elections: A Review Essay," Working Papers wp1998_9809, CEMFI.
  45. Arnoud V. den Boer & Janusz M. Meylahn & Maarten Pieter Schinkel, 2022. "Artificial Collusion: Examining Supracompetitive Pricing by Q-learning Algorithms," Tinbergen Institute Discussion Papers 22-067/VII, Tinbergen Institute.
  46. Arthur Charpentier & Romuald Elie & Carl Remlinger, 2020. "Reinforcement Learning in Economics and Finance," Papers 2003.10014, arXiv.org.
  47. repec:cwl:cwldpp:1726rrr is not listed on IDEAS
  48. Nick Hanley & Mikolaj Czajkowski, 2016. "What is the Causal Impact of Knowledge on Preferences in Stated Preference Studies?," Discussion Papers in Environment and Development Economics 2016-09, University of St. Andrews, School of Geography and Sustainable Development.
  49. Frewer, Geoff, 1985. "Optimal Destabilisation, Active Learning, and the Choice of Step Length in Policy Reform," Economic Research Papers 269230, University of Warwick - Department of Economics.
  50. Ilan Kremer & Yishay Mansour & Motty Perry, 2014. "Implementing the "Wisdom of the Crowd"," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 988-1012.
  51. Alexandre X. Carvalho & Martin L. Puterman, 2005. "Dynamic Optimization and Learning: How Should a Manager set Prices when the Demand Function is Unknown ?," Discussion Papers 1117, Instituto de Pesquisa Econômica Aplicada - IPEA.
  52. Alejandro Núnez Arroyo, 2018. "Information seeking with selective memory," Documentos CEDE 17131, Universidad de los Andes, Facultad de Economía, CEDE.
  53. Godfrey Keller & Sven Rady, 1998. "Market Experimentation in a Dynamic Differentiated-Goods Duopoly," Game Theory and Information 9810001, University Library of Munich, Germany, revised 20 Aug 1999.
  54. Janet M. Currie & W. Bentley MacLeod, 2018. "Understanding Doctor Decision Making: The Case of Depression," NBER Working Papers 24955, National Bureau of Economic Research, Inc.
  55. Chen, Zengjing & Epstein, Larry G. & Zhang, Guodong, 2023. "A central limit theorem, loss aversion and multi-armed bandits," Journal of Economic Theory, Elsevier, vol. 209(C).
  56. Kalai, Ehud & Lehrer, Ehud, 1993. "Rational Learning Leads to Nash Equilibrium," Econometrica, Econometric Society, vol. 61(5), pages 1019-1045, September.
  57. Garcia, René, 1986. "La théorie économique de l’information : exposé synthétique de la littérature," L'Actualité Economique, Société Canadienne de Science Economique, vol. 62(1), pages 88-109, mars.
  58. Ke, T. Tony & Villas-Boas, J. Miguel, 2019. "Optimal learning before choice," Journal of Economic Theory, Elsevier, vol. 180(C), pages 383-437.
  59. Vives, Xavier, 1997. "Learning from Others: A Welfare Analysis," Games and Economic Behavior, Elsevier, vol. 20(2), pages 177-200, August.
  60. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2014. "OECD imports: diversification of suppliers and quality search," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(1), pages 1-24, February.
  61. Bøg, Martin, 2006. "Whom to Observe?," MPRA Paper 8773, University Library of Munich, Germany, revised 14 May 2008.
  62. Cunha, Douglas & Monte, Daniel, 2023. "Diversity Fosters Learning in Environments with Experimentation and Social Learning," MPRA Paper 117095, University Library of Munich, Germany.
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  64. Nicolas Klein & Sven Rady, 2011. "Negatively Correlated Bandits," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(2), pages 693-732.
  65. van Wijnbergen, Sweder & Willems, Tim, 2015. "Optimal learning on climate change: Why climate skeptics should reduce emissions," Journal of Environmental Economics and Management, Elsevier, vol. 70(C), pages 17-33.
  66. Fabrizio Coricelli & Roman Horváth, 2010. "Price setting and market structure: an empirical analysis of micro data in Slovakia," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(2-3), pages 209-233.
  67. Chen, Chia-Hui & Ishida, Junichiro, 2018. "Hierarchical experimentation," Journal of Economic Theory, Elsevier, vol. 177(C), pages 365-404.
  68. Shaun Larcom & Ferdinand Rauch & Tim Willems, 2017. "The Benefits of Forced Experimentation: Striking Evidence from the London Underground Network," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 2019-2055.
  69. Robson, Arthur J., 1998. "Naive Adaptive Behavior and the Observability of Gambles," Games and Economic Behavior, Elsevier, vol. 24(1-2), pages 97-108, July.
  70. Alexandre X. Carvalho & Martin L. Puterman, 2015. "Dynamic Optimization and Learning: How Should a Manager Set Prices When the Demand Function is Unknown?," Discussion Papers 0158, Instituto de Pesquisa Econômica Aplicada - IPEA.
  71. Wieland, Volker, 2000. "Learning by doing and the value of optimal experimentation," Journal of Economic Dynamics and Control, Elsevier, vol. 24(4), pages 501-534, April.
  72. Chen Yeh & David Argente, 2016. "A Menu Cost Model with Price Experimentation," 2016 Meeting Papers 1515, Society for Economic Dynamics.
  73. Kaiwei Zhang & Xi Weng & Xienan Cheng, 2022. "Optimal Pricing Schemes in the Presence of Social Learning and Costly Reporting," Papers 2211.07362, arXiv.org, revised Dec 2023.
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  76. Jichen Zhang & Panyu Wu, 2023. "On the Conjecture of Berry Regarding a Bernoulli Two-Armed Bandit," Mathematics, MDPI, vol. 11(3), pages 1-19, February.
  77. Nicolas Klein & Tymofiy Mylovanov, 2011. "Should the Flatterers be Avoided?," 2011 Meeting Papers 1273, Society for Economic Dynamics.
  78. Bergemann, Dirk & Valimaki, Juuso, 2002. "Entry and Vertical Differentiation," Journal of Economic Theory, Elsevier, vol. 106(1), pages 91-125, September.
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  80. Heidhues, Paul & Rady, Sven & Strack, Philipp, 2015. "Strategic experimentation with private payoffs," Journal of Economic Theory, Elsevier, vol. 159(PA), pages 531-551.
  81. John Robst & Kimmarie McGOLDRICK, 1999. "The Measurement of Firm Information About Product Demand," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 15(2), pages 149-163, September.
  82. Daniel Garcia & Jun Honda & Maarten Janssen, 2017. "The Double Diamond Paradox," American Economic Journal: Microeconomics, American Economic Association, vol. 9(3), pages 63-99, August.
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  96. Chen, Linfeng & Hu, Qibing & Lv, Qiang, 2020. "The economics of TV tune-in," Economic Modelling, Elsevier, vol. 89(C), pages 189-200.
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  98. Bolton, P. & Harris, C., 1996. "Strategic Experimentation : A Revision," Other publications TiSEM 2cd2755d-6931-488f-948e-5, Tilburg University, School of Economics and Management.
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