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Private equity benchmarks and portfolio optimization

Author

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  • 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
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    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," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2303-2341, June.
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    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.
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    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

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