IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v37y2013i9p3515-3528.html
   My bibliography  Save this article

Private equity benchmarks and portfolio optimization

Author

Listed:
  • Cumming, Douglas
  • Helge Haß, Lars
  • Schweizer, Denis

Abstract

Portfolio optimization using private equity is typically based on one of three indices: listed private equity, transaction-based private equity, or appraisal value-based private equity indices. However, we show that none of these indices is fully suitable for portfolio optimization. We introduce here a new benchmark index for venture capital and buyouts, which is updated monthly, adjusted for autocorrelation (de-smoothing), and available contemporaneously. We illustrate how our benchmark enables superior quantitative portfolio optimization.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:jbfina:v:37:y:2013:i:9:p:3515-3528
    DOI: 10.1016/j.jbankfin.2013.04.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426613001933
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbankfin.2013.04.010?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. Alexander Groh & Heinrich Von Liechtenstein & Canela Miguel, 2010. "Limited Partners' Perceptions of the Central Eastern European Venture Capital and Private Equity Market," Post-Print hal-02312822, HAL.
    2. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    3. Victor DeMiguel & Lorenzo Garlappi & Francisco J. Nogales & Raman Uppal, 2009. "A Generalized Approach to Portfolio Optimization: Improving Performance by Constraining Portfolio Norms," Management Science, INFORMS, vol. 55(5), pages 798-812, May.
    4. Michael J. Best & Jaroslava Hlouskova, 2005. "An Algorithm for Portfolio Optimization with Transaction Costs," Management Science, INFORMS, vol. 51(11), pages 1676-1688, November.
    5. Ulrich Hege & Frédéric Palomino & Armin Schwienbacher, 2009. "Venture Capital Performance: The Disparity Between Europe and the United States," Finance, Presses universitaires de Grenoble, vol. 30(1), pages 7-50.
    6. Cao, Jerry & Lerner, Josh, 2009. "The performance of reverse leveraged buyouts," Journal of Financial Economics, Elsevier, vol. 91(2), pages 139-157, February.
    7. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    8. Geltner, David Michael, 1991. "Smoothing in Appraisal-Based Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 4(3), pages 327-345, September.
    9. Christian Keuschnigg & Soren Bo Nielsen, 2003. "Taxes and Venture Capital Support," Review of Finance, European Finance Association, vol. 7(3), pages 515-539.
    10. Nahata, Rajarishi, 2008. "Venture capital reputation and investment performance," Journal of Financial Economics, Elsevier, vol. 90(2), pages 127-151, November.
    11. Bharat N. Anand & Tarun Khanna, 2000. "Do firms learn to create value? The case of alliances," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 295-315, March.
    12. Alexander Groh & Heinrich Von Liechtenstein, 2011. "Determinants for allocations to Central Eastern Europe venture capital and private equity limited partnerships," Post-Print hal-02312619, HAL.
    13. Paul A. Gompers & Josh Lerner, 1998. "What Drives Venture Capital Fundraising?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1998 Micr), pages 149-204.
    14. Alexander Groh & Heinrich Von Liechtenstein, 2011. "International Allocation Determinants of Institutional Investments in Venture Capital and Private Equity Limited Partnerships," Post-Print hal-02312820, HAL.
    15. 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.
    16. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    17. Ralph S. J. Koijen & Juan Carlos Rodríguez & Alessandro Sbuelz, 2009. "Momentum and Mean Reversion in Strategic Asset Allocation," Management Science, INFORMS, vol. 55(7), pages 1199-1213, July.
    18. Jobson, J D & Korkie, Bob M, 1981. "Performance Hypothesis Testing with the Sharpe and Treynor Measures," Journal of Finance, American Finance Association, vol. 36(4), pages 889-908, September.
    19. Giot, Pierre & Schwienbacher, Armin, 2007. "IPOs, trade sales and liquidations: Modelling venture capital exits using survival analysis," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 679-702, March.
    20. Alexander Groh & Heinrich Von Liechtenstein & Karsten Lieser, 2010. "The European Venture Capital and Private Equity country attractiveness indices," Post-Print hal-02312815, HAL.
    21. Getmansky, Mila & Lo, Andrew W. & Makarov, Igor, 2004. "An econometric model of serial correlation and illiquidity in hedge fund returns," Journal of Financial Economics, Elsevier, vol. 74(3), pages 529-609, December.
    22. Black, Bernard S. & Gilson, Ronald J., 1998. "Venture capital and the structure of capital markets: banks versus stock markets," Journal of Financial Economics, Elsevier, vol. 47(3), pages 243-277, March.
    23. Alexander Peter Groh & Heinrich Liechtenstein, 2011. "International allocation determinants for institutional investments in venture capital and private equity limited partnerships," International Journal of Banking, Accounting and Finance, Inderscience Enterprises Ltd, vol. 3(2/3), pages 176-206.
    24. April Klein & Emanuel Zur, 2009. "Entrepreneurial Shareholder Activism: Hedge Funds and Other Private Investors," Journal of Finance, American Finance Association, vol. 64(1), pages 187-229, February.
    25. Jeng, Leslie A. & Wells, Philippe C., 2000. "The determinants of venture capital funding: evidence across countries," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 241-289, September.
    26. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    27. Alexander Groh & Heinrich Von Liechtenstein, 2011. "The first step of the capital flow from institutions to entrepreneurs : the criteria for sorting venture capital funds," Post-Print hal-02312606, HAL.
    28. Schwert, G William, 1981. "The Adjustment of Stock Prices to Information about Inflation," Journal of Finance, American Finance Association, vol. 36(1), pages 15-29, March.
    29. Kanniainen, Vesa & Keuschnigg, Christian, 2004. "Start-up investment with scarce venture capital support," Journal of Banking & Finance, Elsevier, vol. 28(8), pages 1935-1959, August.
    30. Susan E. Woodward & Robert E. Hall, 2004. "Benchmarking the Returns to Venture," NBER Working Papers 10202, National Bureau of Economic Research, Inc.
    31. Mark Mietzner & Denis Schweizer & Marcel Tyrell, 2011. "Intra-Industry Effects of Shareholder Activism in Germany - Is there a Difference between Hedge Fund and Private Equity Investments?," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 63(2), pages 151-185, April.
    32. N/A, 1991. "Appraisal," National Institute Economic Review, National Institute of Economic and Social Research, vol. 138(1), pages 3-5, November.
    33. Douglas Cumming & Grant Fleming & Sofia A. Johan, 2011. "Institutional Investment in Listed Private Equity," European Financial Management, European Financial Management Association, vol. 17(3), pages 594-618, June.
    34. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    35. Groh, Alexander Peter & von Liechtenstein, Heinrich & Lieser, Karsten, 2010. "The European Venture Capital and Private Equity country attractiveness indices," Journal of Corporate Finance, Elsevier, vol. 16(2), pages 205-224, April.
    36. Alexander Peter Groh & Heinrich von Liechtenstein, 2011. "The First Step of the Capital Flow from Institutions to Entrepreneurs: the Criteria for Sorting Venture Capital Funds," European Financial Management, European Financial Management Association, vol. 17(3), pages 532-559, June.
    37. Krohmer, Philipp & Lauterbach, Rainer & Calanog, Victor, 2009. "The bright and dark side of staging: Investment performance and the varying motivations of private equity firms," Journal of Banking & Finance, Elsevier, vol. 33(9), pages 1597-1609, September.
    38. Armin Schwienbacher, 2008. "Venture capital investment practices in Europe and the United States," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 22(3), pages 195-217, September.
    39. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
    40. Andrew Metrick, 2010. "The Economics of Private Equity Funds," The 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. Jean‐Christophe Delfim & Martin Hoesli, 2021. "Robust desmoothed real estate returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(1), pages 75-105, March.
    2. Jacob, Martin & Johan, Sofia & Schweizer, Denis & Zhan, Feng, 2016. "Corporate finance and the governance implications of removing government support programs," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 35-47.
    3. Platanakis, Emmanouil & Sakkas, Athanasios & Sutcliffe, Charles, 2019. "Harmful diversification: Evidence from alternative investments," The British Accounting Review, Elsevier, vol. 51(1), pages 1-23.
    4. Machairas, Vasileios & Tsangrassoulis, Aris & Axarli, Kleo, 2014. "Algorithms for optimization of building design: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 101-112.
    5. McKenzie, Michael & Satchell, Stephen & Wongwachara, Warapong, 2014. "Converting true returns into reported returns: A general theory of linear smoothing and anti-smoothing," Journal of Empirical Finance, Elsevier, vol. 28(C), pages 215-229.
    6. Kallenos, Theodosis L. & Nishiotis, George P., 2023. "Market-based private equity returns," Journal of Banking & Finance, Elsevier, vol. 157(C).
    7. Auer, Benjamin R. & Schuhmacher, Frank, 2016. "Do socially (ir)responsible investments pay? New evidence from international ESG data," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 51-62.
    8. Chen, Linda H. & Dyl, Edward A. & Jiang, George J. & Juneja, Januj A., 2015. "Risk, illiquidity or marketability: What matters for the discounts on private equity placements?," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 41-50.
    9. Leurent, Martin & Da Costa, Pascal & Jasserand, Frédéric & Rämä, Miika & Persson, Urban, 2018. "Cost and climate savings through nuclear district heating in a French urban area," Energy Policy, Elsevier, vol. 115(C), pages 616-630.
    10. Loic Mar'echal & Alain Mermoud & Dimitri Percia David & Mathias Humbert, 2024. "Measuring the performance of investments in information security startups: An empirical analysis by cybersecurity sectors using Crunchbase data," Papers 2402.04765, arXiv.org, revised Feb 2024.

    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. Cao, Jerry X. & Cumming, Douglas & Qian, Meijun & Wang, Xiaoming, 2015. "Cross-border LBOs," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 69-80.
    2. Achleitner, Ann-Kristin & Engel, Nico & Reiner, Uwe, 2013. "The performance of venture capital investments: Do investors overreact?," Review of Financial Economics, Elsevier, vol. 22(1), pages 20-35.
    3. Ann‐Kristin Achleitner & Nico Engel & Uwe Reiner, 2013. "The performance of venture capital investments: Do investors overreact?," Review of Financial Economics, John Wiley & Sons, vol. 22(1), pages 20-35, January.
    4. Cumming, Douglas, 2014. "Public economics gone wild: Lessons from venture capital," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 251-260.
    5. Roland Füss & Denis Schweizer, 2012. "Short and long-term interactions between venture capital returns and the macroeconomy: evidence for the United States," Review of Quantitative Finance and Accounting, Springer, vol. 38(3), pages 391-410, April.
    6. Douglas Cumming & Lars Helge Haß & Denis Schweizer, 2014. "Strategic Asset Allocation and the Role of Alternative Investments," European Financial Management, European Financial Management Association, vol. 20(3), pages 521-547, June.
    7. Wang, Lanfang & Wang, Susheng, 2012. "Economic freedom and cross-border venture capital performance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 26-50.
    8. Cumming, Douglas & Zhang, Yelin, 2016. "Alternative investments in emerging markets: A review and new trends," Emerging Markets Review, Elsevier, vol. 29(C), pages 1-23.
    9. Luca Grilli & Boris Mrkajic & Gresa Latifi, 2018. "Venture capital in Europe: social capital, formal institutions and mediation effects," Small Business Economics, Springer, vol. 51(2), pages 393-410, August.
    10. 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.
    11. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    12. Cumming, Douglas J. & Grilli, Luca & Murtinu, Samuele, 2017. "Governmental and independent venture capital investments in Europe: A firm-level performance analysis," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 439-459.
    13. Hsu, Hung-Chia Scott, 2013. "Technology timing of IPOs and venture capital incubation," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 36-55.
    14. Cumming, Douglas & Fleming, Grant & Schwienbacher, Armin, 2006. "Legality and venture capital exits," Journal of Corporate Finance, Elsevier, vol. 12(2), pages 214-245, January.
    15. Rudra P. Pradhan & Mak B. Arvin & Mahendhiran Nair & Sara E. Bennett, 2017. "Venture capital investment, financial development, and economic growth: the case of European single market countries," Venture Capital, Taylor & Francis Journals, vol. 19(4), pages 313-333, October.
    16. repec:dau:papers:123456789/5830 is not listed on IDEAS
    17. Haß, Lars Helge & Johanning, Lutz & Rudolph, Bernd & Schweizer, Denis, 2012. "Open-ended property funds: Risk and return profile — Diversification benefits and liquidity risks," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 90-107.
    18. 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.
    19. Sofia Johan & Dorra Najar, 2011. "The Role of Law, Corruption and Culture in Investment Fund Manager Fees," Post-Print halshs-00639925, HAL.
    20. Cumming, Douglas & Zambelli, Simona, 2013. "Private equity performance under extreme regulation," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1508-1523.
    21. Tykvová, Tereza, 2018. "Legal framework quality and success of (different types of) venture capital investments," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 333-350.

    More about this item

    Keywords

    Benchmark; Risk modeling; Private equity; Venture capital;
    All these keywords.

    JEL classification:

    • 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:jbfina:v:37:y:2013:i:9:p:3515-3528. 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/jbf .

    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.