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The Optimal Level of Experimentation

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Cited by:

  1. Ewens, Michael & Nanda, Ramana & Rhodes-Kropf, Matthew, 2018. "Cost of experimentation and the evolution of venture capital," Journal of Financial Economics, Elsevier, vol. 128(3), pages 422-442.
  2. Tarantino, Emanuele & Simcoe, Timothy S. & Ganglmair, Bernhard, 2018. "Learning When to Quit: An Empirical Model of Experimentation," CEPR Discussion Papers 12733, C.E.P.R. Discussion Papers.
  3. Weijie Zhong, 2018. "The Indirect Cost of Information," Papers 1809.00697, arXiv.org, revised Apr 2020.
  4. Pascaline Dupas, 2014. "Short‐Run Subsidies and Long‐Run Adoption of New Health Products: Evidence From a Field Experiment," Econometrica, Econometric Society, vol. 82(1), pages 197-228, January.
  5. Lasserre, Pierre & Moatti, Jean-Paul & Soubeyran, Antoine, 2006. "Early initiation of highly active antiretroviral therapies for AIDS: Dynamic choice with endogenous and exogenous learning," Journal of Health Economics, Elsevier, vol. 25(3), pages 579-598, May.
  6. Muendler, Marc-Andreas, 2008. "Risk-neutral investors do not acquire information," Finance Research Letters, Elsevier, vol. 5(3), pages 156-161, September.
  7. Can Urgun & Leeat Yariv, 2021. "Retrospective Search: Exploration and Ambition on Uncharted Terrain," Working Papers 2021-33, Princeton University. Economics Department..
  8. Günter J. Hitsch, 2006. "An Empirical Model of Optimal Dynamic Product Launch and Exit Under Demand Uncertainty," Marketing Science, INFORMS, vol. 25(1), pages 25-50, 01-02.
  9. Rutger-Jan Lange & Coen N. Teulings, 2021. "The option value of vacant land: Don't build when demand for housing is booming," Tinbergen Institute Discussion Papers 21-022/IV, Tinbergen Institute.
  10. Dilmé, Francesc, 2019. "Dynamic quality signaling with hidden actions," Games and Economic Behavior, Elsevier, vol. 113(C), pages 116-136.
  11. Cristina Mitaritonna & Zhanar Akhmetova, 2013. "A Model of Firm Experimentation under Demand Uncertainty: an Application to Multi-Destination Exporters," Working Papers 2013-10, CEPII research center.
  12. Lange, Rutger-Jan & Teulings, Coen N., 2024. "Irreversible investment under predictable growth: Why land stays vacant when housing demand is booming," Journal of Economic Theory, Elsevier, vol. 215(C).
  13. Hans M. Amman & Marco P. Tucci, 2020. "How Active is Active Learning: Value Function Method Versus an Approximation Method," Computational Economics, Springer;Society for Computational Economics, vol. 56(3), pages 675-693, October.
  14. 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.
  15. Daniel Chen & Weijie Zhong, 2018. "Information Acquisition and Time-Risk Preference," Papers 1809.05120, arXiv.org, revised Aug 2024.
  16. Emeric Henry & Marco Loseto & Marco Ottaviani, 2022. "Regulation with Experimentation: Ex Ante Approval, Ex Post Withdrawal, and Liability," Management Science, INFORMS, vol. 68(7), pages 5330-5347, July.
  17. Liao, Xiaoye, 2021. "Bayesian persuasion with optimal learning," Journal of Mathematical Economics, Elsevier, vol. 97(C).
  18. Décamps, Jean-Paul & Mariotti, Thomas & Villeneuve, Stéphane, 2000. "Investment Timing under Incomplete Information," IDEI Working Papers 115, Institut d'Économie Industrielle (IDEI), Toulouse, revised Apr 2004.
  19. Cujean, Julien & Bustamante, Maria Cecilia & Frésard, Laurent, 2019. "Knowledge Cycles and Corporate Investment," CEPR Discussion Papers 14152, C.E.P.R. Discussion Papers.
  20. Cosimano, Thomas F., 2008. "Optimal experimentation and the perturbation method in the neighborhood of the augmented linear regulator problem," Journal of Economic Dynamics and Control, Elsevier, vol. 32(6), pages 1857-1894, June.
  21. J. Michael Harrison & Nur Sunar, 2015. "Investment Timing with Incomplete Information and Multiple Means of Learning," Operations Research, INFORMS, vol. 63(2), pages 442-457, April.
  22. Chen, Wanyi, 2021. "Dynamic survival bias in optimal stopping problems," Journal of Economic Theory, Elsevier, vol. 196(C).
  23. Ke, T. Tony & Villas-Boas, J. Miguel, 2019. "Optimal learning before choice," Journal of Economic Theory, Elsevier, vol. 180(C), pages 383-437.
  24. Keppo, Jussi & Moscarini, Giuseppe & Smith, Lones, 2008. "The demand for information: More heat than light," Journal of Economic Theory, Elsevier, vol. 138(1), pages 21-50, January.
  25. Strulovici, Bruno & Szydlowski, Martin, 2015. "On the smoothness of value functions and the existence of optimal strategies in diffusion models," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 1016-1055.
  26. Z. Eddie Ning, 2021. "List Price and Discount in a Stochastic Selling Process," Marketing Science, INFORMS, vol. 40(2), pages 366-387, March.
  27. Philippe Delquié, 2008. "The Value of Information and Intensity of Preference," Decision Analysis, INFORMS, vol. 5(3), pages 129-139, September.
  28. Th'eo Durandard & Matteo Camboni, 2024. "Comparative Statics for Optimal Stopping Problems in Nonstationary Environments," Papers 2402.06999, arXiv.org, revised Jul 2024.
  29. Thijssen, Jacco J. J. & Huisman, Kuno J. M. & Kort, Peter M., 2004. "The effect of information streams on capital budgeting decisions," European Journal of Operational Research, Elsevier, vol. 157(3), pages 759-774, September.
  30. T. Tony Ke & Zuo-Jun Max Shen & J. Miguel Villas-Boas, 2016. "Search for Information on Multiple Products," Management Science, INFORMS, vol. 62(12), pages 3576-3603, December.
  31. Chen Yeh & David Argente, 2016. "A Menu Cost Model with Price Experimentation," 2016 Meeting Papers 1515, Society for Economic Dynamics.
  32. Hebert, Benjamin & Woodford, Michael, 2018. "Information Costs and Sequential Information Sampling," Research Papers 3751, Stanford University, Graduate School of Business.
  33. H. Dharma Kwon & Steven A. Lippman, 2011. "Acquisition of Project-Specific Assets with Bayesian Updating," Operations Research, INFORMS, vol. 59(5), pages 1119-1130, October.
  34. Fudenberg, Drew & Romanyuk, Gleb & Strack, Philipp, 2017. "Active learning with a misspecified prior," Theoretical Economics, Econometric Society, vol. 12(3), September.
  35. Leon Yang Chu & Hamid Nazerzadeh & Heng Zhang, 2020. "Position Ranking and Auctions for Online Marketplaces," Management Science, INFORMS, vol. 66(8), pages 3617-3634, August.
  36. Sebastian Sund & Lars H. Sendstad & Jacco J. J. Thijssen, 2022. "Kalman filter approach to real options with active learning," Computational Management Science, Springer, vol. 19(3), pages 457-490, July.
  37. Lukach, R. & Kort, P.M. & Plasmans, J., 2007. "Optimal R&D investment strategies under the threat of new technology entry," International Journal of Industrial Organization, Elsevier, vol. 25(1), pages 103-119, February.
  38. C. Gizem Korpeoglu & Ersin Körpeoğlu & Sıdıka Tunç, 2021. "Optimal Duration of Innovation Contests," Manufacturing & Service Operations Management, INFORMS, vol. 23(3), pages 657-675, May.
  39. Tülin Erdem & Michael Keane & T. Öncü & Judi Strebel, 2005. "Learning About Computers: An Analysis of Information Search and Technology Choice," Quantitative Marketing and Economics (QME), Springer, vol. 3(3), pages 207-247, September.
  40. Thijssen, J.J.J., 2003. "Investment under uncertainty, market evolution and coalition spillovers in a game theoretic perspective," Other publications TiSEM 672073a6-492e-4621-8d4a-0, Tilburg University, School of Economics and Management.
  41. Heyen, Daniel, 2018. "Ambiguity aversion under maximum-likelihood updating," LSE Research Online Documents on Economics 80342, London School of Economics and Political Science, LSE Library.
  42. Shi, Yukun & Zhu, Kairan, 2024. "Unraveling the impact of bank loan spread on corporate innovation: Evidence from China," Economic Modelling, Elsevier, vol. 130(C).
  43. Maloney,William F. & Zambrano,Andrés, 2021. "Learning to Learn : Experimentation, Entrepreneurial Capital, and Development," Policy Research Working Paper Series 9890, The World Bank.
  44. Hao Zhang, 2022. "Analytical Solution to a Discrete-Time Model for Dynamic Learning and Decision Making," Management Science, INFORMS, vol. 68(8), pages 5924-5957, August.
  45. Felgenhauer, Mike, 2021. "Experimentation and manipulation with preregistration," Games and Economic Behavior, Elsevier, vol. 130(C), pages 400-408.
  46. Luc Bridet & Margaret Leighton, 2015. "The Major Decision: Labor Market Implications of the Timing of Specialization in College," Discussion Paper Series, School of Economics and Finance 201510, School of Economics and Finance, University of St Andrews.
  47. Hébert, Benjamin & Woodford, Michael, 2023. "Rational inattention when decisions take time," Journal of Economic Theory, Elsevier, vol. 208(C).
  48. Hans M. Amman & Marco Paolo Tucci, 2018. "How active is active learning: value function method vs an approximation method," Department of Economics University of Siena 788, Department of Economics, University of Siena.
  49. Ruslan Lukach & Peter M. Kort & Joseph Plasmans, 2005. "Optimal R&D Investment Strategies with Quantity Competition under the Threat of Superior Entry," CESifo Working Paper Series 1385, CESifo.
  50. Muendler, Marc-Andreas, 2005. "The Action Value of Information and the Natural Transparency Limit¤," University of California at San Diego, Economics Working Paper Series qt6qb079x5, Department of Economics, UC San Diego.
  51. Duarte Gonc{c}alves, 2024. "Speed, Accuracy, and Complexity," Papers 2403.11240, arXiv.org, revised Jun 2024.
  52. H. Dharma Kwon & Steven A. Lippman, 2019. "Acquisition of Project-Specific Assets with Bayesian Updating," Papers 1901.04120, arXiv.org.
  53. Jan Knoepfle, 2024. "Dynamic Competition for Attention," Papers 2409.18595, arXiv.org, revised Oct 2024.
  54. Erin L. Scott & Pian Shu & Roman M. Lubynsky, 2015. "Are “Better” Ideas More Likely to Succeed? An Empirical Analysis of Startup Evaluation," Harvard Business School Working Papers 16-013, Harvard Business School.
  55. Muendler, Marc-Andreas, 2005. "Rational Information Choice in Financial Market Equilibrium," University of California at San Diego, Economics Working Paper Series qt5q4764nj, Department of Economics, UC San Diego.
  56. Ludkovski, Michael, 2009. "A simulation approach to optimal stopping under partial information," Stochastic Processes and their Applications, Elsevier, vol. 119(12), pages 4061-4087, December.
  57. Amman, Hans M. & Kendrick, David A. & Tucci, Marco P., 2020. "Approximating The Value Function For Optimal Experimentation," Macroeconomic Dynamics, Cambridge University Press, vol. 24(5), pages 1073-1086, July.
  58. Ramana Nanda & Matthew Rhodes-Kropf, 2012. "Innovation Policies," Harvard Business School Working Papers 13-038, Harvard Business School, revised Mar 2017.
  59. , & ,, 2012. "A principal-agent model of sequential testing," Theoretical Economics, Econometric Society, vol. 7(3), September.
  60. Muendler, Marc-Andreas, 2005. "Rational Transparency Choice in Financial Market Equilibrium¤," University of California at San Diego, Economics Working Paper Series qt73h8z1hd, Department of Economics, UC San Diego.
  61. H.M. Amman & D.A. Kendrick, 2012. "Conjectures on the policy function in the presence of optimal experimentation," Working Papers 12-09, Utrecht School of Economics.
  62. David P. Myatt, 2005. "Instant Exit from the Asymmetric War of Attrition," Economics Series Working Papers 160, University of Oxford, Department of Economics.
  63. Z. Eddie Ning & J. Miguel Villas-Boas, 2023. "Browse or Experience," Marketing Science, INFORMS, vol. 42(2), pages 336-359, March.
  64. Andres Zambrano, 2019. "Motivating informed decisions," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(3), pages 645-664, April.
  65. Ehud Lehrer & Tao Wang, 2024. "The value of information in stopping problems," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 78(2), pages 619-648, September.
  66. Daniel Heyen, 2018. "Ambiguity aversion under maximum-likelihood updating," Theory and Decision, Springer, vol. 84(3), pages 373-386, May.
  67. Oren Shavit & Moshe Leshno & Assaf Goldberger & Amir Shmueli & Amnon Hoffman, 2007. "It’s Time to Choose the Study Design!," PharmacoEconomics, Springer, vol. 25(11), pages 903-911, November.
  68. Benjamin Davies, 2024. "Learning about a changing state," Papers 2401.03607, arXiv.org.
  69. Ehud Lehrer & Tao Wang, 2022. "The Value of Information in Stopping Problems," Papers 2205.06583, arXiv.org.
  70. Faruk Gul & Wolfgang Pesendorfer, 2007. "The War of Information," Levine's Bibliography 321307000000000921, UCLA Department of Economics.
  71. Annie Liang & Xiaosheng Mu & Vasilis Syrgkanis, 2019. "Dynamically Aggregating Diverse Information," PIER Working Paper Archive 19-005, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  72. F. Barigozzi & R. Levaggi, 2006. "A Rationale for Searching (Imprecise) Health Information," Working Papers 559, Dipartimento Scienze Economiche, Universita' di Bologna.
  73. Juan D Carrillo & Isabelle Brocas, 2007. "Systematic errors in decision-making," Levine's Bibliography 122247000000001473, UCLA Department of Economics.
  74. Thijssen, Jacco J.J. & Bregantini, Daniele, 2017. "Costly sequential experimentation and project valuation with an application to health technology assessment," Journal of Economic Dynamics and Control, Elsevier, vol. 77(C), pages 202-229.
  75. Moscarini, Giuseppe, 2004. "Limited information capacity as a source of inertia," Journal of Economic Dynamics and Control, Elsevier, vol. 28(10), pages 2003-2035, September.
  76. Yariv, Leeat & Urgun, Can, 2020. "Retrospective Search: Exploration and Ambition on Uncharted Terrain," CEPR Discussion Papers 15534, C.E.P.R. Discussion Papers.
  77. Ali, S. Nageeb, 2018. "Herding with costly information," Journal of Economic Theory, Elsevier, vol. 175(C), pages 713-729.
  78. Marc Baudry & Béatrice Dumont, 2009. "A Bayesian Real Option Approach to Patents and Optimal Renewal Fees," Working Papers hal-00419330, HAL.
  79. Simon Board & Jay Lu, 2018. "Competitive Information Disclosure in Search Markets," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1965-2010.
  80. Iny Hwang & Youngsoo Kim & Michael K. Lim, 2023. "Optimal Ratcheting in Executive Compensation," Decision Analysis, INFORMS, vol. 20(2), pages 166-185, June.
  81. Chade, Hector & Schlee, Edward, 2002. "Another Look at the Radner-Stiglitz Nonconcavity in the Value of Information," Journal of Economic Theory, Elsevier, vol. 107(2), pages 421-452, December.
  82. Weber, Thomas A. & Nguyen, Viet Anh, 2018. "A linear-quadratic Gaussian approach to dynamic information acquisition," European Journal of Operational Research, Elsevier, vol. 270(1), pages 260-281.
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