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Dynamic Revenue Maximization: A Continuous Time Approach

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  • Dirk Bergemann
  • Philipp Strack

Abstract

We characterize the revenue-maximizing mechanism for time separable allocation problems in continuous time. The valuation of each agent is private information and changes over time. At the time of contracting every agent privately observes his initial type which influences the evolution of his valuation process. The leading example is the repeated sales of a good or a service. We derive the optimal dynamic mechanism, analyze its qualitative structure and frequently derive its closed form solution. This enables us to compare the distortion in various settings. In particular, we discuss the cases where the type of each agent follows an arithmetic or geometric Brownian motion or a mean reverting process. We show that depending on the nature of the private information the distortion might increase or decrease over time.
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Suggested Citation

  • Dirk Bergemann & Philipp Strack, 2015. "Dynamic Revenue Maximization: A Continuous Time Approach," Levine's Bibliography 786969000000001080, UCLA Department of Economics.
  • Handle: RePEc:cla:levrem:786969000000001080
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    References listed on IDEAS

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    Cited by:

    1. Arve, Malin & Zwart, Gijsbert, 2023. "Optimal procurement and investment in new technologies under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 147(C).
    2. Bergemann, Dirk & Strack, Philipp, 2022. "Progressive participation," Theoretical Economics, Econometric Society, vol. 17(3), July.
    3. Kiho Yoon, 2021. "The Uniqueness of Dynamic Groves Mechanisms on Restricted Domains," Korean Economic Review, Korean Economic Association, vol. 37, pages 263-285.
    4. Georgii Riabov & Aleh Tsyvinski, 2021. "Policy with stochastic hysteresis," Papers 2104.10225, arXiv.org.
    5. Bergemann, Dirk & Pavan, Alessandro, 2015. "Introduction to Symposium on Dynamic Contracts and Mechanism Design," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 679-701.
    6. Luca Di Corato & Michele Moretto, 2024. "Supply contracting under dynamic asymmetric cost information," Working Papers 2024.04, Fondazione Eni Enrico Mattei.
    7. Zwart, Gijsbert, 2021. "Optimal regulation of energy network expansion when costs are stochastic," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    8. Haupt, Alexander & Krieger, Tim, 2020. "The role of relocation mobility in tax and subsidy competition," Journal of Urban Economics, Elsevier, vol. 116(C).
    9. Qi Luo & Romesh Saigal, 2017. "A Note on the Multi-Agent Contracts in Continuous Time," Papers 1710.00377, arXiv.org, revised Oct 2017.
    10. Gonzalo Cisternas & Aaron Kolb, 2020. "Signaling with Private Monitoring," Papers 2007.15514, arXiv.org.
    11. Di Corato, Luca & Moretto, Michele, 2016. "Selling real assets: the impact of idiosyncratic project risk in an auction environment," Working Paper Series 2016:9, Swedish University of Agricultural Sciences, Department Economics.
    12. Abdoulaye Ndiaye, 2017. "Flexible Retirement and Optimal Taxation," Working Paper Series WP-2018-18, Federal Reserve Bank of Chicago.
    13. Alex Bloedel & R. Vijay Krishna & Oksana Leukhina, 2018. "Insurance and Inequality with Persistent Private Information," Working Papers 2018-020, Federal Reserve Bank of St. Louis, revised 11 Aug 2024.
    14. Garrett, Daniel F., 2017. "Dynamic mechanism design: Dynamic arrivals and changing values," Games and Economic Behavior, Elsevier, vol. 104(C), pages 595-612.
    15. Marco Buso & Cesare Dosi & Michele Moretto, 2023. "Dynamic Regulation of Public Franchises with Imperfectly Correlated Demand Shocks," Working Papers 2023.03, Fondazione Eni Enrico Mattei.
    16. Lu, Jingfeng & Wang, Zijia, 2021. "Optimal selling mechanisms with buyer price search," Journal of Economic Theory, Elsevier, vol. 196(C).
    17. Meng, Dawen & Sun, Lei & Tian, Guoqiang, 2022. "Dynamic mechanism design on social networks," Games and Economic Behavior, Elsevier, vol. 131(C), pages 84-120.
    18. Dirk Bergemann & Juuso Välimäki, 2019. "Dynamic Mechanism Design: An Introduction," Journal of Economic Literature, American Economic Association, vol. 57(2), pages 235-274, June.
    19. Bergemann, Dirk & V�lim�ki, Juuso, 2017. "Dynamic Mechanism Design: An Introduction," CEPR Discussion Papers 12240, C.E.P.R. Discussion Papers.
    20. Rosella Levaggi & Michele Moretto & Paolo Pertile, 2023. "Dynamic, incentive-compatible contracting for health services," Working Papers 2023.16, Fondazione Eni Enrico Mattei.
    21. Mark Braverman & Jon Schneider & S. Matthew Weinberg, 2021. "Prior-free Dynamic Mechanism Design With Limited Liability," Papers 2103.01868, arXiv.org.
    22. Yingkai Li & Jonathan Libgober, 2023. "Implementing Evidence Acquisition: Time Dependence in Contracts for Advice," Papers 2310.19147, arXiv.org, revised Sep 2024.
    23. Chawla, Shuchi & Devanur, Nikhil R. & Karlin, Anna R. & Sivan, Balasubramanian, 2022. "Simple pricing schemes for consumers with evolving values," Games and Economic Behavior, Elsevier, vol. 134(C), pages 344-360.
    24. Dirk Bergemann & Alessandro Pavan, 2015. "Introduction to JET Symposium Issue on "Dynamic Contracts and Mechanism Design"," Cowles Foundation Discussion Papers 2016, Cowles Foundation for Research in Economics, Yale University.
    25. Alex Gershkov & Benny Moldovanu & Philipp Strack, 2018. "Revenue-Maximizing Mechanisms with Strategic Customers and Unknown, Markovian Demand," Management Science, INFORMS, vol. 64(5), pages 2031-2046, May.

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    More about this item

    JEL classification:

    • D44 - Microeconomics - - Market Structure, Pricing, and Design - - - Auctions
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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