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Skill and luck in private equity performance

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  • 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
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    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Pastor, Lubos & Stambaugh, Robert F., 2002. "Investing in equity mutual funds," Journal of Financial Economics, Elsevier, vol. 63(3), pages 351-380, March.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. Bengtsson, Ola, 2013. "Relational venture capital financing of serial founders," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 308-334.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. Phalippou, Ludovic, 2010. "Venture capital funds: Flow-performance relationship and performance persistence," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 568-577, March.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. Wayne E. Ferson, 2010. "Investment Performance Evaluation," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 207-234, December.
    46. 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.
    47. 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.
    48. Ludovic Phalippou, 2014. "Performance of Buyout Funds Revisited?," Review of Finance, European Finance Association, vol. 18(1), pages 189-218.
    49. 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.
    50. repec:oup:rfinst:v:25:y::i:11:p:3259-3304 is not listed on IDEAS
    51. repec:oup:revfin:v:29:y:2016:i:12:p:3428-3470. is not listed on IDEAS
    52. 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.
    53. 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.
    54. 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.
    55. 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.
    56. 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.
    57. repec:dau:papers:123456789/3692 is not listed on IDEAS
    58. 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.
    59. 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.
    60. 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.
    61. 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.
    62. 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.
    63. 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.
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    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

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