IDEAS home Printed from https://ideas.repec.org/a/eee/jfinec/v124y2017i3p535-562.html
   My bibliography  Save this article

Skill and luck in private equity performance

Author

Listed:
  • Korteweg, Arthur
  • Sorensen, Morten

Abstract

Private equity (PE) performance is persistent, with PE firms consistently producing high (or low) net-of-fees returns. We use a new variance decomposition model to isolate three components of persistence. We find high long-term persistence: the spread in expected net-of-fee future returns between top and bottom quartile PE firms is 7–8 percentage points annually. This spread is estimated controlling for spurious persistence, which arises mechanically from the overlap of contemporaneous funds. Performance is noisy, however, making it difficult for investors to identify the PE funds with top quartile expected future performance and leaving little investable persistence.

Suggested Citation

  • Korteweg, Arthur & Sorensen, Morten, 2017. "Skill and luck in private equity performance," Journal of Financial Economics, Elsevier, vol. 124(3), pages 535-562.
  • Handle: RePEc:eee:jfinec:v:124:y:2017:i:3:p:535-562
    DOI: 10.1016/j.jfineco.2017.03.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304405X17300430
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfineco.2017.03.006?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. Sensoy, Berk A. & Wang, Yingdi & Weisbach, Michael S., 2014. "Limited partner performance and the maturing of the private equity industry," Journal of Financial Economics, Elsevier, vol. 112(3), pages 320-343.
    2. Pastor, Lubos & Stambaugh, Robert F., 2002. "Investing in equity mutual funds," Journal of Financial Economics, Elsevier, vol. 63(3), pages 351-380, March.
    3. Arthur Korteweg & Stefan Nagel, 2016. "Risk‐Adjusting the Returns to Venture Capital," Journal of Finance, American Finance Association, vol. 71(3), pages 1437-1470, June.
    4. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    5. Pastor, Lubos & Stambaugh, Robert F., 2002. "Mutual fund performance and seemingly unrelated assets," Journal of Financial Economics, Elsevier, vol. 63(3), pages 315-349, March.
    6. Jonathan B. Berk & Richard C. Green, 2004. "Mutual Fund Flows and Performance in Rational Markets," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1269-1295, December.
    7. Lopez-de-Silanes, Florencio & Phalippou, Ludovic & Gottschalg, Oliver, 2015. "Giants at the Gate: Investment Returns and Diseconomies of Scale in Private Equity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 377-411, June.
    8. Ravi Jagannathan & Alexey Malakhov & Dmitry Novikov, 2010. "Do Hot Hands Exist among Hedge Fund Managers? An Empirical Evaluation," Journal of Finance, American Finance Association, vol. 65(1), pages 217-255, February.
    9. Barber, Brad M. & Yasuda, Ayako, 2017. "Interim fund performance and fundraising in private equity," Journal of Financial Economics, Elsevier, vol. 124(1), pages 172-194.
    10. Michael Ewens & Matthew Rhodes-Kropf, 2015. "Is a VC Partnership Greater Than the Sum of Its Partners?," Journal of Finance, American Finance Association, vol. 70(3), pages 1081-1113, June.
    11. Avramov, Doron & Wermers, Russ, 2006. "Investing in mutual funds when returns are predictable," Journal of Financial Economics, Elsevier, vol. 81(2), pages 339-377, August.
    12. Ludovic Phalippou, 2014. "Performance of Buyout Funds Revisited?," Review of Finance, European Finance Association, vol. 18(1), pages 189-218.
    13. John M. Griffin & Jin Xu, 2009. "How Smart Are the Smart Guys? A Unique View from Hedge Fund Stock Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2331-2370, July.
    14. Driessen, Joost & Lin, Tse-Chun & Phalippou, Ludovic, 2012. "A New Method to Estimate Risk and Return of Nontraded Assets from Cash Flows: The Case of Private Equity Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(3), pages 511-535, June.
    15. Ludovic Phalippou & Oliver Gottschalg, 2009. "The Performance of Private Equity Funds," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1747-1776, April.
    16. repec:dau:papers:123456789/3692 is not listed on IDEAS
    17. Klaas P. Baks & Andrew Metrick & Jessica Wachter, 2001. "Should Investors Avoid All Actively Managed Mutual Funds? A Study in Bayesian Performance Evaluation," Journal of Finance, American Finance Association, vol. 56(1), pages 45-85, February.
    18. Merton, Robert C., 1980. "On estimating the expected return on the market : An exploratory investigation," Journal of Financial Economics, Elsevier, vol. 8(4), pages 323-361, December.
    19. Rong Chen & Jun S. Liu, 2000. "Mixture Kalman filters," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(3), pages 493-508.
    20. Brown, Stephen J & Goetzmann, William N & Ibbotson, Roger G, 1999. "Offshore Hedge Funds: Survival and Performance, 1989-95," The Journal of Business, University of Chicago Press, vol. 72(1), pages 91-117, January.
    21. Alexander Ljungqvist & Matthew Richardson, 2003. "The cash flow, return and risk characteristics of private equity," NBER Working Papers 9454, National Bureau of Economic Research, Inc.
    22. Graham, John R. & Harvey, Campbell R., 1996. "Market timing ability and volatility implied in investment newsletters' asset allocation recommendations," Journal of Financial Economics, Elsevier, vol. 42(3), pages 397-421, November.
    23. Yael V. Hochberg & Alexander Ljungqvist & Annette Vissing-Jørgensen, 2014. "Informational Holdup and Performance Persistence in Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 102-152, January.
    24. Laurent Barras & Olivier Scaillet & Russ Wermers, 2010. "False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas," Journal of Finance, American Finance Association, vol. 65(1), pages 179-216, February.
    25. Jeffrey A. Busse & Amit Goyal & Sunil Wahal, 2010. "Performance and Persistence in Institutional Investment Management," Journal of Finance, American Finance Association, vol. 65(2), pages 765-790, April.
    26. Kuckertz, Andreas & Kollmann, Tobias & Röhm, Patrick & Middelberg, Nils, 2015. "The interplay of track record and trustworthiness in venture capital fundraising," Journal of Business Venturing Insights, Elsevier, vol. 4(C), pages 6-13.
    27. Phalippou, Ludovic, 2010. "Venture capital funds: Flow-performance relationship and performance persistence," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 568-577, March.
    28. Robert S. Harris & Tim Jenkinson & Steven N. Kaplan, 2014. "Private Equity Performance: What Do We Know?," Journal of Finance, American Finance Association, vol. 69(5), pages 1851-1882, October.
    29. Arthur Korteweg & Morten Sorensen, 2010. "Risk and Return Characteristics of Venture Capital-Backed Entrepreneurial Companies," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3738-3772, October.
    30. Viral V. Acharya & Oliver F. Gottschalg & Moritz Hahn & Conor Kehoe, 2013. "Corporate Governance and Value Creation: Evidence from Private Equity," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 368-402.
    31. Ji-Woong Chung & Berk A. Sensoy & Léa Stern & Michael S. Weisbach, 2012. "Pay for Performance from Future Fund Flows: The Case of Private Equity," The Review of Financial Studies, Society for Financial Studies, vol. 25(11), pages 3259-3304.
    32. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    33. Yael V. Hochberg & Joshua D. Rauh, 2013. "Local Overweighting and Underperformance: Evidence from Limited Partner Private Equity Investments," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 403-451.
    34. Caselli, Stefano & Garcia-Appendini, Emilia & Ippolito, Filippo, 2013. "Contracts and returns in private equity investments," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 201-217.
    35. Jeffrey A. Busse & Paul J. Irvine, 2006. "Bayesian Alphas and Mutual Fund Persistence," Journal of Finance, American Finance Association, vol. 61(5), pages 2251-2288, October.
    36. Alexander Ljungqvist & Matthew Richardson & Daniel Wolfenzon, 2020. "The investment behavior of buyout funds: Theory and evidence," Financial Management, Financial Management Association International, vol. 49(1), pages 3-32, March.
    37. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    38. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2005. "On the Industry Concentration of Actively Managed Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 60(4), pages 1983-2011, August.
    39. Steven N. Kaplan & Per Stromberg, 2009. "Leveraged Buyouts and Private Equity," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 121-146, Winter.
    40. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    41. Berk, Jonathan B. & van Binsbergen, Jules H., 2015. "Measuring skill in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 118(1), pages 1-20.
    42. repec:oup:revfin:v:29:y:2016:i:12:p:3428-3470. is not listed on IDEAS
    43. Allan Timmermann & David Blake, 2005. "International Asset Allocation with Time-Varying Investment Opportunities," The Journal of Business, University of Chicago Press, vol. 78(1), pages 71-98, January.
    44. Sheridan Titman & Cristian Tiu, 2011. "Do the Best Hedge Funds Hedge?," The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 123-168.
    45. Josh Lerner & Antoinette Schoar & Wan Wongsunwai, 2007. "Smart Institutions, Foolish Choices: The Limited Partner Performance Puzzle," Journal of Finance, American Finance Association, vol. 62(2), pages 731-764, April.
    46. Jones, Christopher S. & Shanken, Jay, 2005. "Mutual fund performance with learning across funds," Journal of Financial Economics, Elsevier, vol. 78(3), pages 507-552, December.
    47. Robert Marquez & Vikram Nanda & M. Deniz Yavuz, 2015. "Private Equity Fund Returns and Performance Persistence," Review of Finance, European Finance Association, vol. 19(5), pages 1783-1823.
    48. Youchang Wu & Russ Wermers & Josef Zechner, 2016. "Managerial Rents vs. Shareholder Value in Delegated Portfolio Management: The Case of Closed-End Funds," The Review of Financial Studies, Society for Financial Studies, vol. 29(12), pages 3428-3470.
    49. Eugene F. Fama & Kenneth R. French, 2010. "Luck versus Skill in the Cross‐Section of Mutual Fund Returns," Journal of Finance, American Finance Association, vol. 65(5), pages 1915-1947, October.
    50. Braun, Reiner & Jenkinson, Tim & Stoff, Ingo, 2017. "How persistent is private equity performance? Evidence from deal-level data," Journal of Financial Economics, Elsevier, vol. 123(2), pages 273-291.
    51. Gompers, Paul & Kovner, Anna & Lerner, Josh & Scharfstein, David, 2010. "Performance persistence in entrepreneurship," Journal of Financial Economics, Elsevier, vol. 96(1), pages 18-32, April.
    52. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October.
    53. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    54. Tim Jenkinson & Howard Jones & Jose Vicente Martinez, 2016. "Picking Winners? Investment Consultants’ Recommendations of Fund Managers," Journal of Finance, American Finance Association, vol. 71(5), pages 2333-2370, October.
    55. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    56. Bengtsson, Ola, 2013. "Relational venture capital financing of serial founders," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 308-334.
    57. Malkiel, Burton G, 1995. "Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
    58. Glode, Vincent & Green, Richard C., 2011. "Information spillovers and performance persistence for hedge funds," Journal of Financial Economics, Elsevier, vol. 101(1), pages 1-17, July.
    59. Russ Wermers, 2011. "Performance Measurement of Mutual Funds, Hedge Funds, and Institutional Accounts," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 537-574, December.
    60. Wayne E. Ferson, 2010. "Investment Performance Evaluation," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 207-234, December.
    61. Ralph S.J. Koijen, 2014. "The Cross-Section of Managerial Ability, Incentives, and Risk Preferences," Journal of Finance, American Finance Association, vol. 69(3), pages 1051-1098, June.
    62. repec:oup:rfinst:v:25:y::i:11:p:3259-3304 is not listed on IDEAS
    63. Francesco Franzoni & Eric Nowak & Ludovic Phalippou, 2012. "Private Equity Performance and Liquidity Risk," Journal of Finance, American Finance Association, vol. 67(6), pages 2341-2373, December.
    Full references (including those not matched with items on IDEAS)

    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. Brown, Gregory W. & Gredil, Oleg R. & Kaplan, Steven N., 2019. "Do private equity funds manipulate reported returns?," Journal of Financial Economics, Elsevier, vol. 132(2), pages 267-297.
    2. Tereza Tykvová, 2018. "Venture capital and private equity financing: an overview of recent literature and an agenda for future research," Journal of Business Economics, Springer, vol. 88(3), pages 325-362, May.
    3. Braun, Reiner & Jenkinson, Tim & Stoff, Ingo, 2017. "How persistent is private equity performance? Evidence from deal-level data," Journal of Financial Economics, Elsevier, vol. 123(2), pages 273-291.
    4. Robinson, David T. & Sensoy, Berk A., 2016. "Cyclicality, performance measurement, and cash flow liquidity in private equity," Journal of Financial Economics, Elsevier, vol. 122(3), pages 521-543.
    5. Victor DeMiguel & Javier Gil-Bazo & Francisco J. Nogales & André A. P. Santos, 2021. "Can Machine Learning Help to Select Portfolios of Mutual Funds?," Working Papers 1245, Barcelona School of Economics.
    6. Fisher, Mark & Jensen, Mark J., 2022. "Bayesian nonparametric learning of how skill is distributed across the mutual fund industry," Journal of Econometrics, Elsevier, vol. 230(1), pages 131-153.
    7. Rin, Marco Da & Hellmann, Thomas & Puri, Manju, 2013. "A Survey of Venture Capital Research," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 573-648, Elsevier.
    8. Daniel R. Cavagnaro & Berk A. Sensoy & Yingdi Wang & Michael S. Weisbach, 2016. "Measuring Institutional Investors’ Skill from Their Investments in Private Equity," NBER Working Papers 22547, National Bureau of Economic Research, Inc.
    9. Maiia Sleptcova & Heidi Falkenbach, 2021. "Managerial Skill and European PERE Fund Performance," The Journal of Real Estate Finance and Economics, Springer, vol. 62(4), pages 665-690, May.
    10. Ljungqvist, Alexander & Bircan, Cagatay & Biesinger, Markus, 2020. "Value Creation in Private Equity," CEPR Discussion Papers 14676, C.E.P.R. Discussion Papers.
    11. Bianchi, Daniele & Babiak, Mykola, 2022. "On the performance of cryptocurrency funds," Journal of Banking & Finance, Elsevier, vol. 138(C).
    12. Matallín-Sáez, Juan Carlos & Soler-Domínguez, Amparo & Tortosa-Ausina, Emili, 2016. "On the robustness of persistence in mutual fund performance," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 192-231.
    13. DeMiguel, Victor & Gil-Bazo, Javier & Nogales, Francisco J. & Santos, André A.P., 2023. "Machine learning and fund characteristics help to select mutual funds with positive alpha," Journal of Financial Economics, Elsevier, vol. 150(3).
    14. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2015. "Scale and skill in active management," Journal of Financial Economics, Elsevier, vol. 116(1), pages 23-45.
    15. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
    16. David T. Robinson & Berk A. Sensoy, 2013. "Do Private Equity Fund Managers Earn Their Fees? Compensation, Ownership, and Cash Flow Performance," The Review of Financial Studies, Society for Financial Studies, vol. 26(11), pages 2760-2797.
    17. Hunter, David & Kandel, Eugene & Kandel, Shmuel & Wermers, Russ, 2014. "Mutual fund performance evaluation with active peer benchmarks," Journal of Financial Economics, Elsevier, vol. 112(1), pages 1-29.
    18. Robert S. Harris & Tim Jenkinson & Steven N. Kaplan & Ruediger Stucke, 2020. "Has Persistence Persisted in Private Equity? Evidence from Buyout and Venture Capital Funds," Working Papers 2020-167, Becker Friedman Institute for Research In Economics.
    19. Dyaran Bansraj & Han Smit & Vadym Volosovych, 2020. "Can Private Equity Funds Act as Strategic Buyers? Evidence from Buy-and-Build Strategies," Tinbergen Institute Discussion Papers 20-041/IV, Tinbergen Institute.
    20. Omneya Abdelsalam & Meryem Duygun & Juan Carlos Matallín-Sáez & Emili Tortosa-Ausina, 2014. "Is Ethical Money Sensitive to Past Returns? The Case of Portfolio Constraints and Persistence of Islamic and Socially Responsible Funds," Working Papers 2014/19, Economics Department, Universitat Jaume I, Castellón (Spain).

    More about this item

    Keywords

    Persistence; Private equity; Venture capital; Skill; Learning;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

    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:eee:jfinec:v:124:y:2017:i:3:p:535-562. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505576 .

    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.