IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v61y2023i1d10.1007_s11156-023-01152-5.html
   My bibliography  Save this article

Robust risk choice under high-water mark contract

Author

Listed:
  • Congming Mu

    (Hunan University)

  • Jingzhou Yan

    (Sichuan University)

  • Jinqiang Yang

    (Shanghai University of Finance and Economics
    Shanghai Institute of International Finance and Economics)

Abstract

By assuming that a risk-neutral hedge fund manager has ambiguous beliefs about the return process of risky asset, we study his robust risk choice under the high-water mark. The results show that without management fees, ambiguity aversion induces the manager to take more risk as the fund is close to the termination but take less risk as the fund approaches the high-water mark. With management fees, ambiguity aversion increases the induced risk aversion and moderates the manager’s incentive to take risk, predicting that it is the manager with higher rates of management fees that reduces the risky asset holdings more when he becomes less confident and/or more pessimistic about the future returns. The model implies that managers’ ambiguity aversion is a possible factor explaining hedge fund activities in stock markets during the financial crisis of 2007–2009 and in US Treasury markets during COVID-19 crisis. Finally, taxation is taken into account.

Suggested Citation

  • Congming Mu & Jingzhou Yan & Jinqiang Yang, 2023. "Robust risk choice under high-water mark contract," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 295-322, July.
  • Handle: RePEc:kap:rqfnac:v:61:y:2023:i:1:d:10.1007_s11156-023-01152-5
    DOI: 10.1007/s11156-023-01152-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-023-01152-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11156-023-01152-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bian, Yuxiang & Xiong, Xiong & Yang, Jinqiang, 2022. "Investor protection, hedge fund leverage and valuation," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    2. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    3. Fabio Maccheroni & Massimo Marinacci & Doriana Ruffino, 2013. "Alpha as Ambiguity: Robust Mean‐Variance Portfolio Analysis," Econometrica, Econometric Society, vol. 81(3), pages 1075-1113, May.
    4. Andrea Buraschi & Robert Kosowski & Worrawat Sritrakul, 2014. "Incentives and Endogenous Risk Taking: A Structural View on Hedge Fund Alphas," Journal of Finance, American Finance Association, vol. 69(6), pages 2819-2870, December.
    5. Lars Peter Hansen & Thomas J Sargent, 2014. "Three Types of Ambiguity," World Scientific Book Chapters, in: UNCERTAINTY WITHIN ECONOMIC MODELS, chapter 11, pages 379-430, World Scientific Publishing Co. Pte. Ltd..
    6. Jennifer N. Carpenter, 2000. "Does Option Compensation Increase Managerial Risk Appetite?," Journal of Finance, American Finance Association, vol. 55(5), pages 2311-2331, October.
    7. Kouwenberg, Roy & Ziemba, William T., 2007. "Incentives and risk taking in hedge funds," Journal of Banking & Finance, Elsevier, vol. 31(11), pages 3291-3310, November.
    8. Pascal J. Maenhout, 2004. "Robust Portfolio Rules and Asset Pricing," Review of Financial Studies, Society for Financial Studies, vol. 17(4), pages 951-983.
    9. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    10. Zhao, Li & Huang, Wenli & Yang, Chen & Li, Shenghong, 2018. "Hedge fund leverage with stochastic market conditions," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 258-273.
    11. Lars Peter Hansen & Thomas J Sargent, 2014. "Robust Control and Model Misspecification," World Scientific Book Chapters, in: UNCERTAINTY WITHIN ECONOMIC MODELS, chapter 6, pages 155-216, World Scientific Publishing Co. Pte. Ltd..
    12. Hodder, James E. & Jackwerth, Jens Carsten, 2007. "Incentive Contracts and Hedge Fund Management," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 811-826, December.
    13. Paolo Guasoni & Jan Obłój, 2016. "The Incentives Of Hedge Fund Fees And High-Water Marks," Mathematical Finance, Wiley Blackwell, vol. 26(2), pages 269-295, April.
    14. Xue Dong He & Steven Kou, 2018. "Profit Sharing In Hedge Funds," Mathematical Finance, Wiley Blackwell, vol. 28(1), pages 50-81, January.
    15. Lars Peter Hansen & Thomas J Sargent, 2014. "A Quartet of Semigroups for Model Specification, Robustness, Prices of Risk, and Model Detection," World Scientific Book Chapters, in: UNCERTAINTY WITHIN ECONOMIC MODELS, chapter 4, pages 83-143, World Scientific Publishing Co. Pte. Ltd..
    16. Branger, Nicole & Larsen, Linda Sandris & Munk, Claus, 2013. "Robust portfolio choice with ambiguity and learning about return predictability," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1397-1411.
    17. Luo, Deqing & Wu, Xiaoping & Xu, Jiawen & Yan, Jingzhou, 2022. "Robust leverage decision under locked wealth and high-water mark contract," Finance Research Letters, Elsevier, vol. 46(PB).
    18. Lan, Yingcong & Wang, Neng & Yang, Jinqiang, 2013. "The economics of hedge funds," Journal of Financial Economics, Elsevier, vol. 110(2), pages 300-323.
    19. Branger, Nicole & Larsen, Linda Sandris, 2013. "Robust portfolio choice with uncertainty about jump and diffusion risk," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5036-5047.
    20. Richard Sias & H. J. Turtle & Blerina Zykaj, 2016. "Hedge Fund Crowds and Mispricing," Management Science, INFORMS, vol. 62(3), pages 764-784, March.
    21. Mu, Congming & Yan, Jingzhou & Liang, Zhian, 2021. "Optimal risk taking under high-water mark contract with jump risk," Finance Research Letters, Elsevier, vol. 38(C).
    22. Ya-Chih Yang & Wu-Po Liu & Kung-Hong Shih, 2023. "The COVID-19 pandemic and firm value: the mediating effect of FinTech applications," Review of Quantitative Finance and Accounting, Springer, vol. 60(1), pages 329-344, January.
    23. DeVault, Luke & Sias, Richard, 2017. "Hedge fund politics and portfolios," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 80-97.
    24. Mathias S. Kruttli & Phillip J. Monin & Lubomir Petrasek & Sumudu W. Watugala, 2021. "Hedge Fund Treasury Trading and Funding Fragility: Evidence from the COVID-19 Crisis," Finance and Economics Discussion Series 2021-038, Board of Governors of the Federal Reserve System (U.S.).
    25. Christos Argyropoulos & Ekaterini Panopoulou & Nikolaos Voukelatos & Teng Zheng, 2022. "Hedge fund return predictability in the presence of model risk," The European Journal of Finance, Taylor & Francis Journals, vol. 28(18), pages 1892-1916, December.
    26. J. Cvitanic & A. Lazrak & L. Martellini & F. Zapatero, 2003. "Optimal allocation to hedge funds: an empirical analysis," Quantitative Finance, Taylor & Francis Journals, vol. 3(1), pages 28-39.
    27. Maenhout, Pascal J., 2006. "Robust portfolio rules and detection-error probabilities for a mean-reverting risk premium," Journal of Economic Theory, Elsevier, vol. 128(1), pages 136-163, May.
    28. Itamar Drechsler, 2014. "Risk Choice under High-Water Marks," Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2052-2096.
    29. Vrontos, Spyridon D. & Vrontos, Ioannis D. & Giamouridis, Daniel, 2008. "Hedge fund pricing and model uncertainty," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 741-753, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Luo, Deqing & Shan, Xun & Yan, Jingzhou & Yan, Qianhui, 2023. "Sustainable investment under ESG volatility and ambiguity," Economic Modelling, Elsevier, vol. 128(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yan, Jingzhou & Mu, Congming & Yan, Qianhui & Luo, Deqing, 2023. "Robust leverage choice of hedge funds with rare disasters," Finance Research Letters, Elsevier, vol. 54(C).
    2. Luo, Deqing & Wu, Xiaoping & Xu, Jiawen & Yan, Jingzhou, 2022. "Robust leverage decision under locked wealth and high-water mark contract," Finance Research Letters, Elsevier, vol. 46(PB).
    3. Mu, Congming & Yan, Jingzhou & Liang, Zhian, 2021. "Optimal risk taking under high-water mark contract with jump risk," Finance Research Letters, Elsevier, vol. 38(C).
    4. Wujun Lv & Tao Pang & Xiaobao Xia & Jingzhou Yan, 2023. "Dynamic portfolio choice with uncertain rare-events risk in stock and cryptocurrency markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-28, December.
    5. Escobar-Anel, M. & Havrylenko, Y. & Zagst, R., 2020. "Optimal fees in hedge funds with first-loss compensation," Journal of Banking & Finance, Elsevier, vol. 118(C).
    6. Bo Yi & Frederi Viens & Baron Law & Zhongfei Li, 2015. "Dynamic portfolio selection with mispricing and model ambiguity," Annals of Finance, Springer, vol. 11(1), pages 37-75, February.
    7. Wang, Yuli & Niu, Yingjie, 2020. "Ambiguity aversion for risk choice," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    8. Huang, Wenli & Liu, Wenqiong & Lu, Lei & Mu, Congming, 2023. "Hedge funds trading strategies and leverage," Journal of Economic Dynamics and Control, Elsevier, vol. 149(C).
    9. Escobar, Marcos & Ferrando, Sebastian & Rubtsov, Alexey, 2015. "Robust portfolio choice with derivative trading under stochastic volatility," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 142-157.
    10. Zhang, Jinqing & Jin, Zeyu & An, Yunbi, 2017. "Dynamic portfolio optimization with ambiguity aversion," Journal of Banking & Finance, Elsevier, vol. 79(C), pages 95-109.
    11. Scheckenbach, Isabel & Wimmer, Maximilian & Dorfleitner, Gregor, 2021. "The higher you fly, the harder you try not to fall: An analysis of the risk taking behavior in social trading," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 239-259.
    12. He, Yong & Zhou, Xia & Chen, Peimin & Wang, Xiaoyang, 2022. "An analytical solution for the robust investment-reinsurance strategy with general utilities," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    13. Marcos Escobar-Anel & Vincent Höhn & Luis Seco & Rudi Zagst, 2018. "Optimal fee structures in hedge funds," Journal of Asset Management, Palgrave Macmillan, vol. 19(7), pages 522-542, December.
    14. Chen, Zhiping & Yang, Peng, 2020. "Robust optimal reinsurance–investment strategy with price jumps and correlated claims," Insurance: Mathematics and Economics, Elsevier, vol. 92(C), pages 27-46.
    15. Wei, Pengyu & Yang, Charles & Zhuang, Yi, 2023. "Robust consumption and portfolio choice with derivatives trading," European Journal of Operational Research, Elsevier, vol. 304(2), pages 832-850.
    16. Motoh Tsujimura & Hidekazu Yoshioka, 2023. "A robust consumption model when the intensity of technological progress is ambiguous," Mathematics and Financial Economics, Springer, volume 17, number 2, June.
    17. Li, Tongtong & Wang, Shibo & Yang, Jinqiang, 2021. "Robust consumption and portfolio choices with habit formation," Economic Modelling, Elsevier, vol. 98(C), pages 227-246.
    18. Ma, Jinrun & Wu, Yaoyao & Liang, Yongtang, 2023. "Robust investment and hedging policy with limited commitment," Economic Modelling, Elsevier, vol. 125(C).
    19. Zhao, Li & Huang, Wenli & Ba, Shusong, 2018. "Optimal effort under high-water mark contracts," Economic Modelling, Elsevier, vol. 68(C), pages 599-610.
    20. Zhao, Li & Huang, Wenli & Yang, Chen & Li, Shenghong, 2018. "Hedge fund leverage with stochastic market conditions," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 258-273.

    More about this item

    Keywords

    Hedge funds; Ambiguity aversion; High-water mark; Robust risk taking;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:rqfnac:v:61:y:2023:i:1:d:10.1007_s11156-023-01152-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.