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Market-based private equity returns

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  • Kallenos, Theodosis L.
  • Nishiotis, George P.

Abstract

Using the universe of business development companies (BDCs), a unique publicly traded segment of U.S. Private Equity (PE), for the period 1998–2017, we provide the first in-depth examination of their performance and risk-adjusted characteristics and compare our results to contrasting evidence derived from recently developed time series proxies for unlisted PE returns. BDCs exhibit zero alpha, beta of one, and significant exposure to SMB, HML, and CMA factors of 0.5, 0.7, and -0.3, respectively. BDC performance and market beta are sensitive to fund size and leverage. We provide evidence that BDC returns capture both the asset selection and PE ownership elements of the unlisted PE investment strategy. Finally, an event study analysis shows that NAV disclosures become informative only after the adoption of the Statement of Financial Accounting Standards 157 (SFAS 157). We posit that BDCs provide a readily available market-based PE benchmark for use by regulators, market participants, and academics.

Suggested Citation

  • Kallenos, Theodosis L. & Nishiotis, George P., 2023. "Market-based private equity returns," Journal of Banking & Finance, Elsevier, vol. 157(C).
    • Handle: RePEc:eee:jbfina:v:157:y:2023:i:c:s0378426623002339
    DOI: 10.1016/j.jbankfin.2023.107045
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    1. Andrew Ang & Bingxu Chen & William N. Goetzmann & Ludovic Phalippou, 2018. "Estimating Private Equity Returns from Limited Partner Cash Flows," Journal of Finance, American Finance Association, vol. 73(4), pages 1751-1783, August.
    2. Andreou, Christoforos K. & Andreou, Panayiotis C. & Lambertides, Neophytos, 2021. "Financial distress risk and stock price crashes," Journal of Corporate Finance, Elsevier, vol. 67(C).
    3. 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.
    4. 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.
    5. Narasimhan Jegadeesh & Roman Kräussl & Joshua M. Pollet, 2015. "Risk and Expected Returns of Private Equity Investments: Evidence Based on Market Prices," The Review of Financial Studies, Society for Financial Studies, vol. 28(12), pages 3269-3302.
    6. James W. Kolari & Seppo Pynnönen, 2010. "Event Study Testing with Cross-sectional Correlation of Abnormal Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3996-4025, November.
    7. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    8. Boyer, Brian & Nadauld, Taylor D. & Vorkink, Keith P. & Weisbach, Michael S., 2018. "Private Equity Indices Based on Secondary Market Transactions," Working Paper Series 2018-21, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    9. 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.
    10. Steven Kaplan, 1989. "Management Buyouts: Evidence on Taxes as a Source of Value," Journal of Finance, American Finance Association, vol. 44(3), pages 611-632, July.
    11. Kapadia, Nishad, 2011. "Tracking down distress risk," Journal of Financial Economics, Elsevier, vol. 102(1), pages 167-182, October.
    12. 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.
    13. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    14. Berk A. Sensoy & Steven N. Kaplan, 2015. "Private Equity Performance: A Survey," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 597-614, December.
    15. Kaplan, Steven, 1989. "The effects of management buyouts on operating performance and value," Journal of Financial Economics, Elsevier, vol. 24(2), pages 217-254.
    16. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    17. 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.
    18. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    19. 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.
    20. Ludovic Phalippou, 2014. "Performance of Buyout Funds Revisited?," Review of Finance, European Finance Association, vol. 18(1), pages 189-218.
    21. Emanuela Giacomini & David C. Ling & Andy Naranjo, 2017. "REIT Leverage and Return Performance: Keep Your Eye on the Target," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(4), pages 930-978, December.
    22. Erik Stafford, 2022. "Replicating Private Equity with Value Investing, Homemade Leverage, and Hold-to-Maturity Accounting," The Review of Financial Studies, Society for Financial Studies, vol. 35(1), pages 299-342.
    23. Douglas Cumming & Uwe Walz, 2010. "Private equity returns and disclosure around the world," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(4), pages 727-754, May.
    24. Cumming, Douglas & Helge Haß, Lars & Schweizer, Denis, 2013. "Private equity benchmarks and portfolio optimization," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3515-3528.
    25. Kleiman, Robert T. & Shulman, Joel M., 1992. "The risk-return attributes of publicly traded venture capital: Implications for investors and public policy," Journal of Business Venturing, Elsevier, vol. 7(3), pages 195-208, May.
    26. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    27. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    28. Gornall, Will & Strebulaev, Ilya A., 2020. "Squaring venture capital valuations with reality," Journal of Financial Economics, Elsevier, vol. 135(1), pages 120-143.
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