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An Optimal Peer Group Selection Strategy for Multiples-Based Modelling in the South African Equity Market

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  • WS Nel

Abstract

Although peer group selection is a key consideration when performing multiples-based valuations, there is a lack of theoretical guidance on an optimal peer group selection strategy in emerging markets. Principal Component Analysis-based biplots and correlation monoplots are used to assess the valuation performance of multiples whose peer groups are based on either industry classification or valuation fundamentals. The evidence suggests that multiples whose peer groups are based on valuation fundamentals outperform multiples whose peer groups are based on industry classifications, with a combination of valuation fundamentals Rg and RoE emerging as the optimal peer group variable. The evidence suggests that an optimal choice of peer group variable could secure an increase in valuation precision of as much as 41.77%.

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  • WS Nel, 2015. "An Optimal Peer Group Selection Strategy for Multiples-Based Modelling in the South African Equity Market," Journal of Economics and Behavioral Studies, AMH International, vol. 7(3), pages 30-46.
    • Handle: RePEc:rnd:arjebs:v:7:y:2015:i:3:p:30-46
    DOI: 10.22610/jebs.v7i3(J).580
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    1. Eberhart, Allan C., 2001. "Comparable firms and the precision of equity valuations," Journal of Banking & Finance, Elsevier, vol. 25(7), pages 1367-1400, July.
    2. Fuller, Russell J & Kerr, Halbert S, 1981. "Estimating the Divisional Cost of Capital: An Analysis of the Pure-Play Technique," Journal of Finance, American Finance Association, vol. 36(5), pages 997-1009, December.
    3. Richard G. Barker, 1999. "Survey and Market-based Evidence of Industry-dependence in Analysts' Preferences Between the Dividend Yield and Price-earnings Ratio Valuation Models," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3-4), pages 393-418.
    4. Fenn, George W. & Cole, Rebel A., 1994. "Announcements of asset-quality problems and contagion effects in the life insurance industry," Journal of Financial Economics, Elsevier, vol. 35(2), pages 181-198, April.
    5. Cheng, C S Agnes & McNamara, Ray, 2000. "The Valuation Accuracy of the Price-Earnings and Price-Book Benchmark Valuation Methods," Review of Quantitative Finance and Accounting, Springer, vol. 15(4), pages 349-370, December.
    6. WS Nel & NJ le Roux, 2014. "Precision, Consistency and Bias in Emerging Equity Markets," Journal of Economics and Behavioral Studies, AMH International, vol. 6(5), pages 386-399.
    7. Asquith, Paul & Mikhail, Michael B. & Au, Andrea S., 2005. "Information content of equity analyst reports," Journal of Financial Economics, Elsevier, vol. 75(2), pages 245-282, February.
    8. Sanjeev Bhojraj & Charles M. C. Lee, 2002. "Who Is My Peer? A Valuation‐Based Approach to the Selection of Comparable Firms," Journal of Accounting Research, Wiley Blackwell, vol. 40(2), pages 407-439, May.
    9. Peter Roosenboom, 2007. "How Do Underwriters Value Initial Public Offerings? An Empirical Analysis of the French IPO Market," Contemporary Accounting Research, John Wiley & Sons, vol. 24(4), pages 1217-1243, December.
    10. Sanjay Sehgal & Asheesh Pandey, 2009. "The Behavior of Price Multiples in India (1990-2007)," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 5(1), pages 31-65.
    11. Volker Herrmann & Frank Richter, 2003. "Pricing With Performance-Controlled Multiples," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 55(3), pages 194-219, July.
    12. Alford, Aw, 1992. "The Effect Of The Set Of Comparable Firms On The Accuracy Of The Price Earnings Valuation Method," Journal of Accounting Research, Wiley Blackwell, vol. 30(1), pages 94-108.
    13. Dragos Ioan Minjina, 2008. "Multiples And Their Use For Equity Valuation On European Capital Markets," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 11(11(528)(s), pages 220-228, November.
    14. Soon Nel & Wilna Bruwer & Niel le Roux, 2014. "An emerging market perspective on peer group selection based on valuation fundamentals," Applied Financial Economics, Taylor & Francis Journals, vol. 24(9), pages 621-637, May.
    15. Gilson, Stuart C & Hotchkiss, Edith S & Ruback, Richard S, 2000. "Valuation of Bankrupt Firms," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 43-74.
    16. Omran M. F., 2003. "Equity Valuation Using Multiples in the Emerging Market of the United Arab Emirates," Review of Middle East Economics and Finance, De Gruyter, vol. 1(3), pages 72-88, December.
    17. Jing Liu & Doron Nissim & Jacob Thomas, 2002. "Equity Valuation Using Multiples," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 135-172, March.
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