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Comparable firm’s P/E multiple and IPO valuation: an empirical investigation for Indian IPOs

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Abstract

We examine the influence of the comparable P/E (selected on different parameters, i.e., industry, revenue characteristics, book value, and return on net worth) on IPO pricing. The sample comprises of 120 IPOs issued in India during the period 2002–2007. We find that the comparable P/E chosen on the basis of industry alone shows poor estimation power. However, significant improvement in the estimation power of the comparable P/E approach is observed while tapering down the list of comparable firms from the identical industry (affiliating IPO firm) on the basis of revenue characteristics, book value, and return on net worth. We suggest that comparable firms selected from identical industry further adjusted with revenue characteristics and return on net worth provide the most efficient P/E multiple for evaluating IPO price. This paper also finds that IPO price estimated by multiplying current EPS of the IPO firm with benchmark peer group average P/E is positively associated with both offer price and list price, suggesting that higher value can be expected for IPOs relating to high-valued peer group and vice versa. Valuations tend to be more accurate (adjusted R 2 = 77.5 %), when the price is estimated on the basis of comparable peer group P/E along with a set of financial information. The offer price and list price are found positively and significantly influenced by the financial information, i.e., book value, growth and risk along with peer group P/E.

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Notes

  1. Valuation techniques used to evaluate equity stocks include dividend discount model (DDM), discounted cash flow model (DCF), residual income valuation model (RIV), price to book value, price to sales, price to cash flow, enterprise value to EBITDA, and enterprise value to sales.

  2. The companies specified in the peer group operate in the same industry and are engaged in similar line of business. P/E ratios for already listed companies in the peer group are published in Red Herring Prospectus (RHP) under the clause titled as “Basis For Offer Price.”

  3. Revenue characteristics indicate the firms operated in the same industries that have derived their sales revenue from similar kind of activities.

  4. P/E ratio is the most popular ratio being used by the investors while evaluating equity stocks (Roosenboom 2007). Regular discussions in the popular press also establish higher emphasis on P/E multiple while evaluating the value of the stocks.

  5. Capitaline database from capital market publishers provides data on share price, ownership, financials, and non-financials of companies including IPOs in India. Capital market is widely quoted in research reports, Red Herring Prospectus, and other valuation reports.

  6. Taking the advantage of bullishness in the secondary market, the IPO firms successfully sell the shares at a higher premium than the book value, because investors are overoptimistic about the growth prospects of the firm.

  7. Each IPO firm in India is required to insert one clause pertaining to “Basis for Issue Price” in the prospectus, which contains financial information (historical), i.e., earnings per share, return on net worth, and book value per share, for last three preceding financial years. In addition to that, a peer group comparative statement is also provided to justify the valuation for the IPO.

  8. Dielman (2007) suggested that multicollinearity may be a serious problem if any of the pairwise correlations among the X variables are larger than the largest of the correlations between the Y variables and the X variables.

  9. Kim and Ritter (1999) document R 2 = 5.0 %, while Chang and tang (2007) find R 2 = 2.18 % while evaluating the P/E of the IPO firm by using median P/E of the comparable firms.

  10. Clean surplus-based valuation framework is suggested by Ohlson (1995).

  11. Observed positive association between issue price and risk (measure by leverage) is, however, inconsistent with Cotter et al. (2005).

  12. Correlation matrix for debt, age, offer size, and total assets is not shown in the text.

  13. Existing studies (Beatty and Ritter, 1986; Carter et al., 1998; Yu and Tse, 2006) suggest an inverse of size as proxy for the risk of the firm.

References

  • Aggarwal R, Bhagat S, Rangan S, (2009) The impact of fundamentals on IPO valuation. Financ Manage (Blackwell Publishing Limited).38(2):253–284

  • Alford A (1992) The effect of the set of comparable firms on the accuracy of the price-earnings valuation method. J Account Res 30:94–108

    Article  Google Scholar 

  • Ali A, Zarowin P (1992) The role of eamings levels in annual eamings-returns studies. J Account Res 30:286–296

    Article  Google Scholar 

  • Baker M, Ruback RS (1999) Estimating industry multiples. Working paper, Harvard University

  • Bali GT, Demirtas KO, Hovakimian A, Merrick J (2006) Peer pressure: industry group impacts on stock valuation precision and contrarian strategy performance. J Portf Manage 32(3):80–92

    Article  Google Scholar 

  • Barker RG (1999) Survey and market-based evidence of industry-dependence in analysts’ preferences between the dividend yield and price-earnings ratio valuation models. J Bus Account 26:393–418

    Article  Google Scholar 

  • Barniv R, Myring M (2006) An international analysis of historical and forecast earnings in accounting-based valuation models. J Bus Financ Account 33(7 & 8):1087–1109

    Google Scholar 

  • Barth M, Clinch G (1998) Revalued financial, tangible, and intangible assets: associations with share prices and non-market-based value estimates. J Account Res 36:199–233

    Article  Google Scholar 

  • Bartov E, Mohanram P, Seethamraju C (2002) Valuation of internet stocks: an IPO perspective. J Account Res 40:321–346

    Article  Google Scholar 

  • Beatty R, Ritter J (1986) Investment banking, reputation, and the underpricing of initial public offerings. J Financ Econ 15(1/2):213–232

    Article  Google Scholar 

  • Beatty R, Riffe S, Thompson R (2000) IPO pricing with accounting information. Southern Methodist University Working Paper

  • Beaver W, Morse D (1978) What determines price-earnings ratios? Financ Anal J 34(4):65–76

    Google Scholar 

  • Bhagat S, Rangan S (2004) Determinants of IPO valuation. available at SSRN: http://ssrn.com/abstract=479541 or doi:10.2139/ssrn.479541 last Accessed on 12 Feb 2009

  • Bhojraj S, Lee C (2002) Who is my peer? A valuation based approach to the selection of comparable firms. J Account Res 40:407–439

    Article  Google Scholar 

  • Boatsman J, Baskin E (1981) Asset valuation with incomplete markets. Account Rev 56:38–53

    Google Scholar 

  • Bradshaw MT (2002) The use of target prices to justify sell-side analysts’ stock recommendations. Account Horizons 16:27–41

    Article  Google Scholar 

  • Burgstahler DC, Dichev ID (1997) Earnings, adaptation and equity value. Account Rev 72(2):187–215

    Google Scholar 

  • Carter RB, Van Auken HE (1990) Security analysis and portfolio management: a survey and analysis. J Portf Manage 16(3):81–85

    Article  Google Scholar 

  • Carter Richard B, Dark Frederick H, Singh Ajay K (1998) Underwriter reputation, initial returns, and the long-run performance of IPO stocks. J Financ 53(4):285–311

    Article  Google Scholar 

  • Chang K, Tang Y (2007) Pricing Taiwan’s initial public offerings, Asia-Pacific. J Account Econ 14:69–84

    Google Scholar 

  • Charitou A, Clubb C, Andreou A (2000) The value relevance of earnings and cash flows: empirical evidence for Japan. J Int Financ Manage Account 11(1):1–22

    Google Scholar 

  • Collins D, Kothari SP (1989) An analysis of inter temporal and cross sectional determinants of ERCs. J Account Econ 11:143–183

    Article  Google Scholar 

  • Collins DW, Pincus M, Xie H (1999) Equity valuation and negative earnings: the role of book value of equity. Account Rev 74(1):29–61

    Article  Google Scholar 

  • Cotter J, Goyen M, Hegarty S (2005) Offer pricing in Australian industrial public offers. Account Financ 45:95–125

    Article  Google Scholar 

  • Cragg JG, Malkiel BG (1982) Experience and structure of share prices. Chicago University of Chicago press, Chicago

    Book  Google Scholar 

  • Damodaran A (2006) Damodaran on valuation. 2nd edn. Wiley, Hoboken, NJ. Manuscript provided by the author, http://www.damodaran.com. Accessed on 04 Apr 2009

  • Davis-Friday PY, Gordon EA (2005) Relative valuation roles of equity book value, net income, and cash flows during a macroeconomic shock: the case of Mexico and the 1994 currency crisis. J Int Account Res 4(1):1–21 AN 17001640

    Article  Google Scholar 

  • Demirakos EG, Strong NC, Walker M (2004) What valuation models do analysts use? Account Horizons 18:221–240

    Article  Google Scholar 

  • Dielman TE (2007) Applied regression analysis. Duxbury Applied Series, Thompson Learning, and ISBN: 81-315-0326-7

  • Eberhart AC (2001) Comparable firms and the precision of equity valuations. J Bank Finance 25:1367–1400

    Article  Google Scholar 

  • Firth M, Li Y, Wang SS (2008) Valuing IPOs using price-earnings multiples disclosed by IPO firms in an emerging capital market. Rev Pac Basin Financ Mark Policies 11(3):429–463

    Article  Google Scholar 

  • Foster G (1986) Financial statement analysis. Prentice-Hall, New York

    Google Scholar 

  • Geddess R (2003) IPOs and equity offerings. 1st edn. Butterworth-Heinemann, an imprint of Elsevier, ISBN: 0750655380

  • Gilson SC, Hotchkiss ES, Ruback RS (2000) Valuation of bankrupt firms. Rev Financ Stud 13:43–74

    Article  Google Scholar 

  • Gupta LC, Jain PK, Gupta CP (1998) Indian stock market P/E ratios. Soc Cap Mark Res Dev. ISBN: 81-900513-5-0

  • Herrmann V, Richter F (2003) Pricing with performance-controlled multiples. Schmalenbach Bus Rev 55(3):194–219

    Google Scholar 

  • How JC, Lam J, Yeo J (2002) Valuing IPOs in the Australian Capital Market, Working paper. Curtin University of Technology, Perth and University of Melbourne, Parkville

    Google Scholar 

  • Kantor J, Pike R (1987) The determinants of the value of unlisted shares: opinions of professional valuers in Canada. Account Bus Res 17(66):109–115, 7 (AN 14156534)

    Google Scholar 

  • Kim M, Ritter J (1999) Valuing IPOs. J Financ Econ 53:409–437

    Article  Google Scholar 

  • Kim J, Krinsky I, Lee J (1995) The role of financial variables in the pricing of Korean initial public offerings. Pac Basin Financ J 3(4):449–464

    Article  Google Scholar 

  • Klein A (1996) The association between the information contained in the prospectus and the price of initial public offerings. J Financ Statement Anal 2:23–40

    Google Scholar 

  • Krinsky I, Rotenberg W (1989) The valuation of initial public offerings. Contemp Account Res 5(2):501–515

    Article  Google Scholar 

  • Leclair MS (1990) Valuing closely held corporation: the validity and performance of established valuation procedures. Account Horizons 4:31–42

    Google Scholar 

  • Lie E, Lie HJ (2002) Multiples used to estimate corporate value. Financ Anal J 58:44–54

    Article  Google Scholar 

  • Liu J, Nissim D, Thomas J (2002b) International equity valuation using multiples. Working Paper, Columbia University

  • Lokey OK, Braun RS, Cefali SL (1990) Business valuations. In: Frank PB, Wagner MJ, Weil RL (eds) Litigation services handbook: the role of the accountant as expert witness. Wiley, New York

    Google Scholar 

  • Loughran T, Ritter JR (1995) The new issues puzzle. J Financ 50:23–51

    Article  Google Scholar 

  • McGuinness P (1993) The market valuation of initial public offerings in Hong Kong. Appl Financ Econ 3:267–281

    Article  Google Scholar 

  • Ohlson JA (1995) Earnings, book values, and dividends in equity valuation. Contemp Account Res 11:661–687

    Article  Google Scholar 

  • Papadogonas TA (2007) The financial performance of large and small firms: evidence from Greece. Int J Financ Serv Manage 2(1–2):14–20

    Article  Google Scholar 

  • Penman SH (1996) The articulation of price-earnings ratios and market-to-book ratios and the evaluation of growth. J Account Res 34:235–259

    Article  Google Scholar 

  • Purnanandam AK, Swaminathan B (2002) Are IPOs underpriced? Working paper (Cornell University)

  • Ritter JR (1984) Signaling and the valuation of unseasoned new issues: a comment. J Financ 39:1231–1237

    Article  Google Scholar 

  • Roosenboom P (2007) How do underwriters value initial public offerings? An empirical analysis of the french IPO market. Contemp Account Res 24(4):1217–1243

    Google Scholar 

  • Ross SA (1977) The determination of financial structure: the incentive-signaling approach. Bell J Econ 8:23–40

    Article  Google Scholar 

  • Sarkar J, Sarkar S (2005) Debt and corporate governance in emerging economies: evidence from India, Working Paper No. 2005-007, Indira Gandhi Institute of Development Research

  • Schreiner A (2007) Equity valuation using multiples: an empirical investigation, vol XXV. Academic Network, Roland Berger Strategy Consultants, DUV Gabler Edition Wissenschaff, Wiesbaden, p 170

  • Sherman AJ (2003) What’s your company’s wealth? Parting Company, Chapter 2, pp 15–13 (AN 9442296)

  • Tasker SC (1998) Industry-preferred multiples in acquisition valuation. Working paper, Cornell University

  • Wilcox JW (1984) The P/B-ROE valuation model. Financ Anal J 40(1):58–66

    Google Scholar 

  • Yeh Y-H, Shu P-G, Guo R-J (2008) Ownership structure and IPO Valuation—Evidence from Taiwan. Financ Manage 141–161

  • Yu T, Tse YK (2006) An empirical examination of IPO under pricing in Chinese A—Share market. China Econ China Econ Rev 17(4):363–382

    Article  Google Scholar 

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Correspondence to Seshadev Sahoo.

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Sahoo, S., Rajib, P. Comparable firm’s P/E multiple and IPO valuation: an empirical investigation for Indian IPOs. Decision 40, 27–46 (2013). https://doi.org/10.1007/s40622-013-0008-y

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