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Herding and Contrarian Behavior in Financial Markets - An Internet Experiment

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Cited by:

  1. Jörg Oechssler & Andreas Roider & Patrick W. Schmitz, 2015. "Cooling Off in Negotiations: Does it Work?," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 171(4), pages 565-588, December.
  2. François Desmoulins-Lebeault & Jean-François Gajewski & Luc Meunier, 2018. "Personality and Risk Aversion," Economics Bulletin, AccessEcon, vol. 38(1), pages 472-489.
  3. Federico Bassi & Raquel Ramos & Dany Lang, 2023. "Bet against the trend and cash in profits: An agent-based model of endogenous fluctuations of exchange rates," Journal of Evolutionary Economics, Springer, vol. 33(2), pages 429-472, April.
  4. Anthony Ziegelmeyer & Christoph March & Sebastian Kr?gel, 2013. "Do We Follow Others When We Should? A Simple Test of Rational Expectations: Comment," American Economic Review, American Economic Association, vol. 103(6), pages 2633-2642, October.
  5. Penczynski, Stefan P., 2017. "The nature of social learning: Experimental evidence," European Economic Review, Elsevier, vol. 94(C), pages 148-165.
  6. Zhou, Shasha & Tu, Le, 2022. "The effect of social dynamics in online review voting behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
  7. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
  8. Omar Al-Ubaydli & John A. List, 2016. "Field Experiments in Markets," NBER Working Papers 22113, National Bureau of Economic Research, Inc.
  9. Reveley Callum & Shanaev Savva & Bin Yu & Panta Humnath & Ghimire Binam, 2023. "Analyst herding—whether, why, and when? Two new tests for herding detection in target forecast prices," Economics and Business Review, Sciendo, vol. 9(4), pages 25-55, December.
  10. Marco Cipriani & Antonio Guarino, 2009. "Herd Behavior in Financial Markets: An Experiment with Financial Market Professionals," Journal of the European Economic Association, MIT Press, vol. 7(1), pages 206-233, March.
  11. Jacob K. Goeree & Leeat Yariv, 2015. "Conformity in the lab," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 15-28, July.
  12. Marco Angrisani & Antonio Guarino & Philippe Jehiel & Toru Kitagawa, 2021. "Information Redundancy Neglect versus Overconfidence: A Social Learning Experiment," American Economic Journal: Microeconomics, American Economic Association, vol. 13(3), pages 163-197, August.
  13. Romain Gauriot Author e-mail: romain.gauriot@nyu.edu & Lionel Page Author e-mail: lionel.page@uts.edu.au, 2021. "How Market Prices React to Information: Evidence from Binary Options Markets," Working Papers 20200058, New York University Abu Dhabi, Department of Social Science, revised Oct 2021.
  14. López-Guzmán, Silvia & Sautua, Santiago I., 2024. "Effects of a fearful emotional state on financial decisions in the presence of prior outcome information," Journal of Economic Psychology, Elsevier, vol. 101(C).
  15. Dürsch, Peter & Kolb, Albert & Oechssler, Jörg & Schipper, Burkhard C., 2005. "Rage Against the Machines: How Subjects Learn to Play Against Computers," Bonn Econ Discussion Papers 31/2005, University of Bonn, Bonn Graduate School of Economics (BGSE).
  16. Röttgers, Dirk, 2016. "Conditional cooperation, context and why strong rules work — A Namibian common-pool resource experiment," Ecological Economics, Elsevier, vol. 129(C), pages 21-31.
  17. Christophe Bisière & Jean-Paul Décamps & Stefano Lovo, 2015. "Risk Attitude, Beliefs Updating, and the Information Content of Trades: An Experiment," Management Science, INFORMS, vol. 61(6), pages 1378-1397, June.
  18. Jacob K. Goeree & Thomas R. Palfrey & Brian W. Rogers & Richard D. McKelvey, 2007. "Self-Correcting Information Cascades," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 733-762.
  19. Duersch, Peter & Oechssler, Jörg & Vadovic, Radovan, 2012. "Sick pay provision in experimental labor markets," European Economic Review, Elsevier, vol. 56(1), pages 1-19.
  20. Roberta De Filippis & Antonio Guarino & Philippe Jehiel & Toru Kitagawa, 2016. "Updating ambiguous beliefs in a social learning experiment," CeMMAP working papers 18/16, Institute for Fiscal Studies.
  21. Demosthenes Tambakis, 2009. "Feedback trading and intermittent market turbulence," Quantitative Finance, Taylor & Francis Journals, vol. 9(4), pages 477-489.
  22. Jason Shachat & Anand Srinivasan, 2022. "Informational Price Cascades and Non-Aggregation of Asymmetric Information in Experimental Asset Markets," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 23(4), pages 388-407, November.
  23. Drehmann, Mathias & Oechssler, Jorg & Roider, Andreas, 2007. "Herding with and without payoff externalities -- an internet experiment," International Journal of Industrial Organization, Elsevier, vol. 25(2), pages 391-415, April.
  24. Duersch, Peter & Oechssler, Jörg & Schipper, Burkhard C., 2009. "Incentives for subjects in internet experiments," Economics Letters, Elsevier, vol. 105(1), pages 120-122, October.
  25. Frédéric Koessler & Charles Noussair & Anthony Ziegelmeyer, 2007. "Information Aggregation and Beliefs in Experimental Parimutuel Betting Markets," Papers on Strategic Interaction 2005-12, Max Planck Institute of Economics, Strategic Interaction Group.
  26. Anufriev, Mikhail & Bao, Te & Tuinstra, Jan, 2016. "Microfoundations for switching behavior in heterogeneous agent models: An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 129(C), pages 74-99.
  27. Piotr Evdokimov & Umberto Garfagnini, 2023. "Cognitive Ability and Perceived Disagreement in Learning," Rationality and Competition Discussion Paper Series 381, CRC TRR 190 Rationality and Competition.
  28. Ilomäki, Jukka & Laurila, Hannu, 2018. "Animal spirits in financial markets: Experimental evidence," Journal of Behavioral and Experimental Finance, Elsevier, vol. 20(C), pages 99-104.
  29. Andreas Roider & Andrea Voskort, 2016. "Reputational Herding in Financial Markets: A Laboratory Experiment," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 17(3), pages 244-266, July.
  30. Frederic Koessler & Ch. Noussair & A. Ziegelmeyer, 2005. "Individual Behavior and Beliefs in Experimental Parimutuel Betting Markets," THEMA Working Papers 2005-08, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  31. Christoph Safferling & Aaron Lowen, 2011. "Economics in the Kingdom of Loathing: Analysis of Virtual Market Data," Working Paper Series of the Department of Economics, University of Konstanz 2011-30, Department of Economics, University of Konstanz.
  32. Choijil, Enkhbayar & Méndez, Christian Espinosa & Wong, Wing-Keung & Vieito, João Paulo & Batmunkh, Munkh-Ulzii, 2022. "Thirty years of herd behavior in financial markets: A bibliometric analysis," Research in International Business and Finance, Elsevier, vol. 59(C).
  33. Andrey Kudryavtsev, 2021. "Effect of Market-Wide Herding on the Next Day's Stock Return," Bulgarian Economic Papers bep-2021-04, Faculty of Economics and Business Administration, Sofia University St Kliment Ohridski - Bulgaria // Center for Economic Theories and Policies at Sofia University St Kliment Ohridski, revised Mar 2021.
  34. Park, A. & Sgroi, D., 2009. "Herding and Contrarian Behavior in Financial Markets: An Experimental Analysis," Cambridge Working Papers in Economics 0938, Faculty of Economics, University of Cambridge.
  35. Amy Wenxuan Ding & Shibo Li, 2019. "Herding in the consumption and purchase of digital goods and moderators of the herding bias," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 460-478, May.
  36. Agarwal, Sumit & Chomsisengphet, Souphala & Zhang, Yunqi, 2017. "How does working in a finance profession affect mortgage delinquency?," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 1-13.
  37. Fiedler, Marina & Haruvy, Ernan, 2009. "The lab versus the virtual lab and virtual field--An experimental investigation of trust games with communication," Journal of Economic Behavior & Organization, Elsevier, vol. 72(2), pages 716-724, November.
  38. Anthony Ziegelmeyer & Frédéric Koessler & Juergen Bracht & Eyal Winter, 2010. "Fragility of information cascades: an experimental study using elicited beliefs," Experimental Economics, Springer;Economic Science Association, vol. 13(2), pages 121-145, June.
  39. James C. D. Fisher & John Wooders, 2017. "Interacting information cascades: on the movement of conventions between groups," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 63(1), pages 211-231, January.
  40. Christoph Brunner & Jacob K. Goeree, 2009. "Wise crowds or wise minorities?," IEW - Working Papers 439, Institute for Empirical Research in Economics - University of Zurich.
  41. Galizzi, Matteo M. & Machado, Sara R. & Miniaci, Raffaele, 2016. "Temporal stability, cross-validity, and external validity of risk preferences measures: experimental evidence from a UK representative sample," LSE Research Online Documents on Economics 67554, London School of Economics and Political Science, LSE Library.
  42. Kourtidis, Dimitrios & Šević, Željko & Chatzoglou, Prodromos, 2011. "Investors’ trading activity: A behavioural perspective and empirical results," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(5), pages 548-557.
  43. Sebastian Berger & Christoph Feldhaus & Axel Ockenfels, 2018. "A shared identity promotes herding in an information cascade game," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 4(1), pages 63-72, July.
  44. Feri, Francesco & Meléndez-Jiménez, Miguel A. & Ponti, Giovanni & Vega-Redondo, Fernando, 2011. "Error cascades in observational learning: An experiment on the Chinos game," Games and Economic Behavior, Elsevier, vol. 73(1), pages 136-146, September.
  45. Choi, Jae Hoon & Munro, David, 2022. "Market liquidity and excess volatility: Theory and experiment," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
  46. Utz Weitzel & Diemo Urbig & Sameeksha Desai & Mark Sanders & Zoltán J. Ács, 2015. "The good, the bad, and the talented: Entrepreneurial talent and selfish behavior," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 2, pages 24-41, Edward Elgar Publishing.
  47. BELLEFLAMME Paul, & LAMBERT Thomas, & SCHWIENBACHER Armin,, 2019. "Crowdfunding dynamics," LIDAM Discussion Papers CORE 2019014, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  48. Thomas J. Brennan & Andrew W. Lo & Ruixun Zhang, 2018. "Variety Is the Spice of Life: Irrational Behavior as Adaptation to Stochastic Environments," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 8(03), pages 1-39, September.
  49. Diefeng Peng & Yulei Rao & Xianming Sun & Erte Xiao, 2019. "Optional Disclosure and Observational Learning," Monash Economics Working Papers 05-18, Monash University, Department of Economics.
  50. Joohyun Kim & Ohsung Kwon & Duk Hee Lee, 2019. "Observing Cascade Behavior Depending on the Network Topology and Transaction Costs," Computational Economics, Springer;Society for Computational Economics, vol. 53(1), pages 207-225, January.
  51. Faheem Aslam & Paulo Ferreira & Haider Ali & Sumera Kauser, 2022. "Herding behavior during the Covid-19 pandemic: a comparison between Asian and European stock markets based on intraday multifractality," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(2), pages 333-359, June.
  52. Jonathan E. Alevy & Michael S. Haigh & John List, 2006. "Information Cascades: Evidence from An Experiment with Financial Market Professionals," NBER Working Papers 12767, National Bureau of Economic Research, Inc.
  53. Georg Weizsacker, 2010. "Do We Follow Others When We Should? A Simple Test of Rational Expectations," American Economic Review, American Economic Association, vol. 100(5), pages 2340-2360, December.
  54. Hirshleifer, David & Teoh, Siew Hong, 2008. "Thought and Behavior Contagion in Capital Markets," MPRA Paper 9164, University Library of Munich, Germany.
  55. repec:awi:wpaper:0423 is not listed on IDEAS
  56. Meneguzzer, Claudio, 2022. "Day-to-day dynamics in a simple traffic network with mixed direct and contrarian route choice behaviors," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
  57. Palan, Stefan & Stöckl, Thomas, 2017. "When chasing the offender hurts the victim: The case of insider legislation," Journal of Financial Markets, Elsevier, vol. 35(C), pages 104-129.
  58. Park, Andreas & Sgroi, Daniel, 2008. "When Herding and Contrarianism Foster Market Efficiency: A Financial Trading Experiment," Economic Research Papers 269852, University of Warwick - Department of Economics.
  59. Marco Cipriani & Antonio Guarino, 2014. "Estimating a Structural Model of Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 104(1), pages 224-251, January.
  60. Meub, Lukas & Proeger, Till & Hüning, Hendrik, 2013. "A comparison of endogenous and exogenous timing in a social learning experiment," University of Göttingen Working Papers in Economics 167, University of Goettingen, Department of Economics.
  61. Marco Cipriani & Antonio Guarino & Giovanni Guazzarotti & Federico Tagliati & Sven Fischer, 2018. "Informational Contagion in the Laboratory," Review of Finance, European Finance Association, vol. 22(3), pages 877-904.
  62. Marco Cipriani & Antonio Guarino, 2005. "Herd Behavior in a Laboratory Financial Market," American Economic Review, American Economic Association, vol. 95(5), pages 1427-1443, December.
  63. Boortz, Christopher, 2016. "Irrational exuberance and herding in financial markets," SFB 649 Discussion Papers 2016-016, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  64. Boortz, Christopher & Kremer, Stephanie & Jurkatis, Simon & Nautz, Dieter, 2014. "Information risk, market stress and institutional herding in financial markets: New evidence through the lens of a simulated model," SFB 649 Discussion Papers 2014-029, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  65. Fahr, René & Irlenbusch, Bernd, 2011. "Who follows the crowd—Groups or individuals?," Journal of Economic Behavior & Organization, Elsevier, vol. 80(1), pages 200-209.
  66. repec:hum:wpaper:sfb649dp2016-016 is not listed on IDEAS
  67. Pierdzioch, Christian & Reid, Monique B. & Gupta, Rangan, 2016. "Inflation forecasts and forecaster herding: Evidence from South African survey data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 62(C), pages 42-50.
  68. repec:feb:framed:0003 is not listed on IDEAS
  69. Charles N. Noussair & Steven Tucker, 2013. "Experimental Research On Asset Pricing," Journal of Economic Surveys, Wiley Blackwell, vol. 27(3), pages 554-569, July.
  70. Pastine, Tuvana, 2005. "Social Learning in Continuous Time: When are Informational Cascades More Likely to be Inefficient?," CEPR Discussion Papers 5120, C.E.P.R. Discussion Papers.
  71. Raquel Almeida Ramos & Federico Bassi & Dany Lang, 2020. "Bet against the trend and cash in profits," CEPN Working Papers halshs-02956879, HAL.
  72. Park, Andreas & Sgroi, Daniel, 2012. "Herding, contrarianism and delay in financial market trading," European Economic Review, Elsevier, vol. 56(6), pages 1020-1037.
  73. Tomasz Makarewicz, 2017. "Contrarian Behavior, Information Networks and Heterogeneous Expectations in an Asset Pricing Model," Computational Economics, Springer;Society for Computational Economics, vol. 50(2), pages 231-279, August.
  74. Cipriani, Marco & Guarino, Antonio, 2008. "Transaction costs and informational cascades in financial markets," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 581-592, December.
  75. Bao, Te & Hennequin, Myrna & Hommes, Cars & Massaro, Domenico, 2020. "Coordination on bubbles in large-group asset pricing experiments," Journal of Economic Dynamics and Control, Elsevier, vol. 110(C).
  76. Lora R. Todorova & Bodo Vogt, 2012. "Herding in a Laboratory Asset Market with a Rich Action Set," FEMM Working Papers 120022, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
  77. Andreas Park & Hamid Sabourian, 2006. "Herd Behavior in Efficient Financial Markets," Working Papers tecipa-249, University of Toronto, Department of Economics.
  78. Xiaochen Lin & Hai Long & Yu Chen, 2024. "Looking Back Deeper, Recovering up Better: Resilience-Oriented Contrarian Thinking about COVID-19 Economic Impact," Sustainability, MDPI, vol. 16(15), pages 1-25, August.
  79. Mara Grunewald & Andrea Hammermann & Beate Placke, 2017. "Human Resource Management and Nudging: An Experimental Analysis on Goal Settings in German Companies," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(9), pages 147-156, September.
  80. Urbig, Diemo & Weitzel, Utz & Rosenkranz, Stephanie & Witteloostuijn, Arjen van, 2012. "Exploiting opportunities at all cost? Entrepreneurial intent and externalities," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 379-393.
  81. repec:awi:wpaper:0476 is not listed on IDEAS
  82. Pengguang Lu, 2023. "A Simple Model of Herding and Contrarian Behaviour with Biased Informed Traders," Economics Discussion Paper Series 2307, Economics, The University of Manchester, revised Dec 2023.
  83. Asen Ivanov & Dan Levin & James Peck, 2009. "Hindsight, Foresight, and Insight: An Experimental Study of a Small-Market Investment Game with Common and Private Values," American Economic Review, American Economic Association, vol. 99(4), pages 1484-1507, September.
  84. Müller, Christian, 2015. "Radical uncertainty: Sources, manifestations and implications," Economics Discussion Papers 2015-41, Kiel Institute for the World Economy (IfW Kiel).
  85. Lukas Meub & Till Proeger & Hendrik Hüning, 2017. "A comparison of endogenous and exogenous timing in a social learning experiment," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 12(1), pages 143-166, April.
  86. repec:awi:wpaper:0420 is not listed on IDEAS
  87. Andrey Kudryavtsev & Gil Cohen & Shlomit Hon-Snir, 2013. "“Rational” or “Intuitive”: Are Behavioral Biases Correlated Across Stock Market Investors?," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 7(2), June.
  88. Proto, Eugenio & Sgroi, Daniel, 2017. "Biased beliefs and imperfect information," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 186-202.
  89. Ivanov, Asen & Levin, Dan & Peck, James, 2013. "Behavioral biases in endogenous-timing herding games: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 25-34.
  90. Andrey Kudryavtsev, 2019. "Short-Term Herding Effect On Market Index Returns," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 1-16, March.
  91. Duersch, Peter & Oechssler, Jörg & Schipper, Burkhard C., 2009. "Incentives for subjects in internet experiments," Economics Letters, Elsevier, vol. 105(1), pages 120-122, October.
  92. Duffy, John & Hopkins, Ed & Kornienko, Tatiana, 2021. "Lone wolf or herd animal? Information choice and learning from others," European Economic Review, Elsevier, vol. 134(C).
  93. Hott, Christian, 2009. "Herding behavior in asset markets," Journal of Financial Stability, Elsevier, vol. 5(1), pages 35-56, January.
  94. Corazzini, Luca & Greiner, Ben, 2007. "Herding, social preferences and (non-)conformity," Economics Letters, Elsevier, vol. 97(1), pages 74-80, October.
  95. Davis, Brent J., 2017. "An experiment on behavior in social learning games with collective preferences," Economics Letters, Elsevier, vol. 152(C), pages 93-95.
  96. Bhaduri, Saumitra N. & Mahapatra, Siddharth D., 2013. "Applying an alternative test of herding behavior: A case study of the Indian stock market," Journal of Asian Economics, Elsevier, vol. 25(C), pages 43-52.
  97. Nilkanth Kumar & Nirmal Kumar Raut & Suchita Srinivasan, 2022. "Herd behavior in the choice of motorcycles: Evidence from Nepal," CER-ETH Economics working paper series 22/366, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
  98. Christian, Mueller-Kademann, 2009. "Puzzle solver," MPRA Paper 19852, University Library of Munich, Germany.
  99. Randall Morck, 2008. "Behavioral finance in corporate governance: economics and ethics of the devil’s advocate," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 12(2), pages 179-200, May.
  100. Pierdzioch Christian & Stadtmann Georg, 2010. "Herdenverhalten von Wechselkursprognostikern? / Herd Behavior of Exchange Rate Forecasters?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(4), pages 436-453, August.
  101. Randall Morck, 2009. "Generalized Agency Problems," NBER Working Papers 15051, National Bureau of Economic Research, Inc.
  102. Becker, Jan U. & Clement, Michel & Nöth, Markus, 2016. "Start-ups, incumbents, and the effects of takeover competition," Journal of Business Research, Elsevier, vol. 69(12), pages 5925-5933.
  103. Cary Frydman & Ian Krajbich, 2022. "Using Response Times to Infer Others’ Private Information: An Application to Information Cascades," Management Science, INFORMS, vol. 68(4), pages 2970-2986, April.
  104. Dominitz, Jeff & Hung, Angela A., 2009. "Empirical models of discrete choice and belief updating in observational learning experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 69(2), pages 94-109, February.
  105. Pierdzioch, Christian & Schäfer, Dirk & Stadtmann, Georg, 2010. "Fly with the eagles or scratch with the chickens? Zum Herdenverhalten von Wechselkursprognostikern," Discussion Papers 287, European University Viadrina Frankfurt (Oder), Department of Business Administration and Economics.
  106. Anufriev, M. & Tuinstra, J. & Bao, T., 2013. "Fund Choice Behavior and Estimation of Switching Models: An Experiment," CeNDEF Working Papers 13-04, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
  107. Koessler, Frédéric & Noussair, Charles & Ziegelmeyer, Anthony, 2012. "Information aggregation and belief elicitation in experimental parimutuel betting markets," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 195-208.
  108. repec:hum:wpaper:sfb649dp2014-029 is not listed on IDEAS
  109. Hinz, Janna & Nicklisch, Andreas, 2015. "Reciprocity Models Revisitedː Intention Factors and Reference Values," WiSo-HH Working Paper Series 25, University of Hamburg, Faculty of Business, Economics and Social Sciences, WISO Research Laboratory.
  110. Peter Duersch & Albert Kolb & Jörg Oechssler & Burkhard Schipper, 2010. "Rage against the machines: how subjects play against learning algorithms," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 43(3), pages 407-430, June.
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