IDEAS home Printed from https://ideas.repec.org/a/bla/jfinan/v76y2021i6p3255-3307.html
   My bibliography  Save this article

Valuing Private Equity Investments Strip by Strip

Author

Listed:
  • ARPIT GUPTA
  • STIJN VAN NIEUWERBURGH

Abstract

We propose a new valuation method for private equity (PE) investments. It constructs a replicating portfolio using cash flows on listed equity and fixed‐income instruments (strips). It then values the strips using an asset pricing model that captures the risk in the cross‐section of bonds and equity factors. The method delivers a risk‐adjusted profit on each PE investment and a time series for the expected return on each fund category. We find negative risk‐adjusted profits for the average PE fund, with substantial heterogeneity and some persistence in the performance. Expected returns and risk‐adjusted profit decline in the later part of the sample.

Suggested Citation

  • Arpit Gupta & Stijn Van Nieuwerburgh, 2021. "Valuing Private Equity Investments Strip by Strip," Journal of Finance, American Finance Association, vol. 76(6), pages 3255-3307, December.
  • Handle: RePEc:bla:jfinan:v:76:y:2021:i:6:p:3255-3307
    DOI: 10.1111/jofi.13073
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jofi.13073
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jofi.13073?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Arthur Korteweg & Morten Sorensen, 2010. "Risk and Return Characteristics of Venture Capital-Backed Entrepreneurial Companies," Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3738-3772, October.
    4. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014. "Time-Varying Fund Manager Skill," Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
    5. 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.
    6. Ang, Andrew & Piazzesi, Monika, 2003. "A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 745-787, May.
    7. Campbell, John Y, 1996. "Understanding Risk and Return," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 298-345, April.
    8. 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.
    9. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," Review of Finance, European Finance Association, vol. 33(5), pages 2223-2273.
    10. Kozak, Serhiy & Nagel, Stefan & Santosh, Shrihari, 2020. "Shrinking the cross-section," Journal of Financial Economics, Elsevier, vol. 135(2), pages 271-292.
    11. Lars Peter Hansen & José A. Scheinkman, 2009. "Long-Term Risk: An Operator Approach," Econometrica, Econometric Society, vol. 77(1), pages 177-234, January.
    12. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2223-2273.
    13. 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.
    14. Valentin Haddad & Erik Loualiche & Matthew Plosser, 2017. "Buyout Activity: The Impact of Aggregate Discount Rates," Journal of Finance, American Finance Association, vol. 72(1), pages 371-414, February.
    15. Ben Ammar, Semir & Eling, Martin, 2015. "Common risk factors of infrastructure investments," Energy Economics, Elsevier, vol. 49(C), pages 257-273.
    16. Campbell, John Y, 1991. "A Variance Decomposition for Stock Returns," Economic Journal, Royal Economic Society, vol. 101(405), pages 157-179, March.
    17. Borovička, Jaroslav & Hansen, Lars Peter, 2014. "Examining macroeconomic models through the lens of asset pricing," Journal of Econometrics, Elsevier, vol. 183(1), pages 67-90.
    18. Weber, Michael, 2018. "Cash flow duration and the term structure of equity returns," Journal of Financial Economics, Elsevier, vol. 128(3), pages 486-503.
    19. 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.
    20. Campbell, John Y, 1993. "Intertemporal Asset Pricing without Consumption Data," American Economic Review, American Economic Association, vol. 83(3), pages 487-512, June.
    21. Liu, Naiping & Zhang, Lu, 2008. "Is the value spread a useful predictor of returns?," Journal of Financial Markets, Elsevier, vol. 11(3), pages 199-227, August.
    22. 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.
    23. Cochrane, John H., 2005. "The risk and return of venture capital," Journal of Financial Economics, Elsevier, vol. 75(1), pages 3-52, January.
    24. Lettau, Martin & Wachter, Jessica A., 2011. "The term structures of equity and interest rates," Journal of Financial Economics, Elsevier, vol. 101(1), pages 90-113, July.
    25. 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.
    26. Liang Peng, 2016. "The Risk and Return of Commercial Real Estate: A Property Level Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(3), pages 555-583, July.
    27. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Bad Beta, Good Beta," American Economic Review, American Economic Association, vol. 94(5), pages 1249-1275, December.
    28. Da Rin, Marco & Phalippou, Ludovic, 2017. "The importance of size in private equity: Evidence from a survey of limited partners," Journal of Financial Intermediation, Elsevier, vol. 31(C), pages 64-76.
    29. Arthur Korteweg, 2019. "Risk Adjustment in Private Equity Returns," Annual Review of Financial Economics, Annual Reviews, vol. 11(1), pages 131-152, December.
    30. 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.
    31. Wachter, Jessica A., 2005. "Solving models with external habit," Finance Research Letters, Elsevier, vol. 2(4), pages 210-226, December.
    32. William Fung & David A. Hsieh & Narayan Y. Naik & Tarun Ramadorai, 2008. "Hedge Funds: Performance, Risk, and Capital Formation," Journal of Finance, American Finance Association, vol. 63(4), pages 1777-1803, August.
    33. Ian Martin, 2012. "On the Valuation of Long-Dated Assets," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 346-358.
    34. Korteweg, Arthur & Sorensen, Morten, 2017. "Skill and luck in private equity performance," Journal of Financial Economics, Elsevier, vol. 124(3), pages 535-562.
    35. Darrell Duffie & Rui Kan, 1996. "A Yield‐Factor Model Of Interest Rates," Mathematical Finance, Wiley Blackwell, vol. 6(4), pages 379-406, October.
    36. Stijn Van Nieuwerburgh, 2019. "Why are REITS Currently So Expensive?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(1), pages 18-65, March.
    37. Andrew Metrick, 2010. "The Economics of Private Equity Funds," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2303-2341, June.
    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. Brian H. Boyer & Taylor D. Nadauld & Keith P. Vorkink & Michael S. Weisbach, 2023. "Discount‐Rate Risk in Private Equity: Evidence from Secondary Market Transactions," Journal of Finance, American Finance Association, vol. 78(2), pages 835-885, April.
    2. Aleksandar Andonov & Roman Kräussl & Joshua Rauh & Stijn Van Nieuwerburgh, 2021. "Institutional Investors and Infrastructure Investing [Pension fund asset allocation and liability discount rates]," Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3880-3934.
    3. Eric Luxenberg & Stephen Boyd & Mykel Kochenderfer & Misha van Beek & Wen Cao & Steven Diamond & Alex Ulitsky & Kunal Menda & Vidy Vairavamurthy, 2022. "Strategic Asset Allocation with Illiquid Alternatives," Papers 2207.07767, arXiv.org.
    4. William N Goetzmann & Christophe Spaenjers & Stijn Van Nieuwerburgh, 2021. "Real and Private-Value Assets [Gendered prices]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3497-3526.
    5. van Binsbergen, Jules H. & Boons, Martijn & Opp, Christian C. & Tamoni, Andrea, 2023. "Dynamic asset (mis)pricing: Build-up versus resolution anomalies," Journal of Financial Economics, Elsevier, vol. 147(2), pages 406-431.
    6. Stijn Van Nieuwerburgh, 2023. "The remote work revolution: Impact on real estate values and the urban environment: 2023 AREUEA Presidential Address," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 7-48, January.
    7. Matthias Fleckenstein & Francis A. Longstaff, 2023. "Small Business Equity Returns: Empirical Evidence from the Business Credit Card Securitization Market," Journal of Finance, American Finance Association, vol. 78(1), pages 389-425, February.

    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. Arpit Gupta & Stijn Van Nieuwerburgh, 2019. "Valuing Private Equity Strip by Strip," NBER Working Papers 26514, National Bureau of Economic Research, Inc.
    2. 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.
    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. 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.
    5. 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.
    6. Agarwal, Vikas & Barber, Brad M. & Cheng, Si & Hameed, Allaudeen & Yasuda, Ayako, 2021. "Private company valuations by mutual funds," CFR Working Papers 21-09, University of Cologne, Centre for Financial Research (CFR).
    7. Ljungqvist, Alexander & Bircan, Cagatay & Biesinger, Markus, 2020. "Value Creation in Private Equity," CEPR Discussion Papers 14676, C.E.P.R. Discussion Papers.
    8. Block, Joern & Fisch, Christian & Vismara, Silvio & Andres, René, 2019. "Private equity investment criteria: An experimental conjoint analysis of venture capital, business angels, and family offices," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 329-352.
    9. Korteweg, Arthur & Sorensen, Morten, 2017. "Skill and luck in private equity performance," Journal of Financial Economics, Elsevier, vol. 124(3), pages 535-562.
    10. Agarwal, Vikas & Barber, Brad M. & Cheng, Si & Hameed, Allaudeen & Shanker, Harshini & Yasuda, Ayako, 2023. "Do investors overvalue startups? Evidence from the junior stakes of mutual funds," CFR Working Papers 23-04, University of Cologne, Centre for Financial Research (CFR).
    11. 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.
    12. 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.
    13. David T. Robinson & Berk A. Sensoy, 2012. "Do Private Equity Managers Earn Their Fees? Compensation, Ownership, and Cash Flow Performance," NBER Working Papers 17942, National Bureau of Economic Research, Inc.
    14. 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.
    15. Buchner, Axel, 2016. "How much can lack of marketability affect private equity fund values?," Review of Financial Economics, Elsevier, vol. 28(C), pages 35-45.
    16. Axel Buchner, 2016. "How much can lack of marketability affect private equity fund values?," Review of Financial Economics, John Wiley & Sons, vol. 28(1), pages 35-45, January.
    17. Morten Sorensen & Neng Wang & Jinqiang Yang, 2014. "Valuing Private Equity," Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 1977-2021.
    18. 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.
    19. Buchner, Axel, 2016. "Dealing with non-normality when estimating abnormal returns and systematic risk of private equity: A closed-form solution," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 45(C), pages 60-78.
    20. Bienz, Carsten & Thorburn, Karin & Walz, Uwe, 2019. "Ownership, Wealth, and Risk Taking: Evidence on Private Equity Fund Managers," SAFE Working Paper Series 126, Leibniz Institute for Financial Research SAFE, revised 2019.

    More about this item

    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:bla:jfinan:v:76:y:2021:i:6:p:3255-3307. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/afaaaea.html .

    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.