Does Private Equity Investment Work as a Quality Certification for IPOs in Brazil

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    Does Private Equity Investment Work as a Quality Certification for IPOs in Brazil?

    Tavares, P. C. A. (Stern Stewart and Insper Institute of Education and Research)1

    Minardi, A. M. A. F. (Insper Institute of Education and Research)2

    Abstract

    Brazil faced an IPO wave in the last four years, and many Private Equity deals went public. The aim of this paper is to

    investigate whether private equity backed IPOs performed better in the long run than non-private equity backed firms. We

    examined the one year cumulative abnormal returns of 53 Brazilian IPOs from January 2004 to February 2007. Our results

    provide evidences that PE investment works as a quality certification for IPOs in Brazil. One possible interpretation is that

    Brazilian PE funds have a value creation role in the portfolio companies, preparing them better for public market.

    JEL: G24, G34, G14, G15

    Keywords: Initial Public Offer, Private Equity, Corporate Governance, Long run IPO performance.

    1Pedro Carvalho Araujo Tavares. Address: Rua do Rocio, 291 cj 91 So Paulo (SP) Brazil 04552-000, Phone number: 55 11 3040-0866 , 55 11

    3046-4441, e-mail address: [email protected]

    2Andrea Maria Accioly Fonseca Minardi. Address: R. Quat, 300 So Paulo (SP) Brazil 04546-042, Phone number: 55 11 4504-2417, e-mail

    address: [email protected]

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    I. Introduction

    Brazilian financial players, regulators and legislators have adopted many measures to improve the institutional

    environment in the last decade. In 2000, BOVESPA created differentiated Stock Listing Segments for Brazilian Companies

    with better practices of Corporate Governance: Level I, Level II and New Market; in 2004 it was launched the New

    Bankruptcy Law, much closer to Chapter 11; since 2005 Brazilian Supreme Court (STJ) recognized conflict resolution by

    Arbitrage Chambers. During this period, Brazil also showed consistent improvement of Economic Indicators. A better

    institutional environment and good Economic Indicators allowed Brazil to benefit from the international liquidity since

    2004, and the stock market boomed. Table 1 and Figure 1 illustrate the development of stock issues in Brazil. From 2004

    to 2007, BOVESPA had 145 public offers: IPOs and follow-ons, totalizing BRL 110.9 billion, compared with the period

    between 2002 and 2003 when only 6 stocks were issued, totalizing BRL 6.7 billion. Primary offers accounted for only 7%

    of total offers between 2002 and 2003, and more than 49% between 2004 and 2007.

    Brazilian Private Equity and Venture Capital funds invested US$1.9 billions between 1999 and 2004 in different

    sectors, according to Carvalho, Ribeiro and Furtado (2006). Figure 2 illustrates the PE and VC investments during this

    period. The IPO window that was closed in September 2008 allowed many funds to exit through the public market, a

    possibility that was practically inexistent before 2004.

    Private Equity and Venture Capital funds are investment vehicles managed by General Partners. General Partners are

    responsible for raising funds with the Limited Partners, selecting, investing and monitoring the portfolio companies.

    Usually the General Partners invest capital in the portfolio companies by buying new shares and maintaining an equity

    stake, but sometimes they employ other instruments as convertible debt, calls, puts and warrants. They usually keep their

    equity stake in the portfolio companies for a limited time: five to seven years. When the General Partners liquidate their

    stake in the portfolio companies they return the invested capital plus profits to the Limited Partners

    As the funds have a limited life (usually ten years), PE/VC organizations have to raise new funds from time to time in

    order to maintain their business. The average return of the top performing funds is much higher than the lower performing

    funds (see Kaplan and Schoar (2005)), and differently than the public market, there is a significant persistence in PE/VC

    performance. Therefore, PE/VC track records predict future performance, and a good reputation is essential to raise new

    funds. A good performance means a rate of return significantly higher than could be obtained in the public market. In order

    to achieve superior performance, General Partners need to have the ability to select promising companies, talented

    entrepreneurs and managers to develop or grow business.

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    General Partners appoint main executive positions and board members, pressure portfolio companies to achieve the

    business plan growth rates and performance goals, force the company to improve operations and to be efficient. Usually

    General Partners align their interests with management interests through performance reward payments, as bonuses, stocks

    distributions and stock options. PE/VC investments also facilitate portfolio companies access to Commercial and

    Investment Banks and to follow-on rounds investors.

    Our objective is to test whether PE backed IPOs perform better than non PE backed IPOs in Brazil. We analyzed the

    one-year cumulative abnormal returns (CAR) of 53 IPOs and controlled for offer size, market capitalization, free float,

    percentage of primary offers, Book-to-Market ratio, if the offer was BDR (Brazilian Depositary Receipt, implying a lower

    property rights protection) and financial leverage. Our results support that PE backed IPOs have significantly higher CARs

    than the non PE backed IPOs, and that the presence of Private Equity is positively and significantly related to CAR.

    This is a very relevant issue in an emerging market like Brazil. According to Regalado (2008), two thirds of the initial

    private offers that occurred in the last 12 months are traded below their IPO prices. As the IPO wave is reasonable recent in

    the country, many companies that went public were not prepared to deal with the disclosure and corporate governance

    practices required by CVM (the Brazilian Security Exchange Comission) and BOVESPA (Brazilian Stock Exchange). The

    presence of Private Equity prior to the IPO can differentiate between the better prepared to the worst prepared ones.

    The remaining of the paper is divided as follows. Section II contains a Literature Review, Section III explains data

    base and methodological issues, Section IV presents and discusses the results and Section V concludes the paper.

    II. Literature Review

    Much has been discussed in the Financial Literature about IPO performance. Ritter (1991) analyses the equal weighted

    average return in the first trading day and the equal weighted 3-years buy and hold strategy return of 1.526 IPOs between

    1975 and 1984. The first trading day average return of the sample is significantly high, and it is called underpricing. The

    higher the uncertainty, the higher is the underpricing. The 3-years buy and hold strategys average return is 34.7%. It is

    significantly below the buy and hold return of a control sample (61.86%). The control sample consisted of comparable

    firms traded in the stock market, selected to pair IPO companies according to size and industry type. Ritter found that the

    worst IPO performance is concentrated in younger and growing companies.

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    Loughran and Ritter (1995) found similar results for the 8,455 IPOs or SEOs (Seasoned Equity Offerings) that

    occurred between 1970 e 1990. They compared the IPOs and SEOs five-years buy and hold strategy return to a comparable

    sample of public stocks. They found that the IPO and SEO sample underperformed when compared to the controlled

    sample

    Aggarwal, Leal and Hernandez (1993) analyzed IPOs performance in the 80s in the Brazilian, Chilean and Mexican

    markets. The 62 Brazilian IPOs had an average underpricing of 78.5%, but the 3 years buy and hold strategy showed an

    average return of -47%. Similar results were found in Chile and Mexico. In our paper, the offer price was defined by book

    building, an innovation that occurred in the 2000s, and that decreases IPOs underpricing.

    Brav and Gompers (1997) and Brav, Geczy and Gompers (2000) analyzed 4,341 and 4,526 IPOs and SEO that

    occurred between the 70s and 90s. They found that Venture Capital Backed IPOs (companies that have VC as one of the

    significant shareholders) performed much better than non-VC Backed IPOs. Usually non-VC Backed IPOs underperform

    the market, but the underperformance measure is reduced a lot if one considers the market weighted average performance

    instead of the equal weighted average. The underperformance is particular high in the smallest companies and in the

    companies that have lower book to market ratios. One possible explanation for this, according to the authors, is that

    smallest companies are more subject to investment sentiment than larger companies.

    According to Fama (1998), there is a concentration of IPOs in small and growing companies, and these companies had

    low returns in the US after 1963. Therefore, low returns are not specific to IPOs, but a problem that affected small and

    growing companies in general. Also, according to the author, the buy and hold abnormal return (BHAR) may give a false

    impression about the speed the prices adjust to an specific event, because BHAR can increase along the time even if there

    were no abnormal return in the first period (Mitchell and Stafford, 2000).

    Gompers and Lerner (2003) analyzed the five year returns of 3,661 IPOs that occurred between 1935 and 1972 (pre-

    Nasdaq). They concluded that the IPOs performance measurement is very much dependent on methodology to weight the

    average and the equilibrium model. The equal weighted average shows underperformance while the value weighted

    average does not. Also, the alpha coefficient (regression constant) is significantly different than zero if the equilibrium

    model is the CAPM and is not different than zero if the equilibrium is the three factors Fama and French (1992) model.

    Cao and Lerner (2006) analyzed the five year performance of 496 IPOs of reverse leveraged buyouts (RLBOs) and

    5,706 non RLBOs IPOs between 1980 and 2002. They found evidences that RLBOs perform better than non RLBOs, and

    the result is consistent using both the equal weighted and value weighted average. The most significant abnormal returns

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    appeared in the first, fourth and fifth years after the IPO. The largest RLBOs performed better than the smallest RLBOs,

    but in most cases they belong to the largest buyout firms (more assets under management). Largest buyout firms usually are

    elder PE organizations, with more experience and better track records than younger organizations.

    The literature discusses the value creation role of PE/VC organizations (see Masulis and Thomas (2008)). This role is

    one possible explanation for the higher performance of PE/ VC backed IPOs. As discussed by Barry et al. (1990),

    managing partners are active investors: typically they maintain one or more seats in the Board, may focus in particular

    industries in which they are experts, have strong relationship with high quality executives who are need to manage their

    portfolio companies. According to Teitelbaum (2007), some PE/VC organizations hire consultants to improve operations,

    develop managerial tools and redesign organizational structures. According to Barry et al. (1990), usually the PE/VC funds

    maintain significant equity stake in invested companies after the IPO (19.1% at IPO and 13.6% after the IPO) and keep their

    seats in the Board. Because of the nature of its business, PE/VC funds are recurrently bringing companies to IPOs.

    Therefore it is important for them that their IPOs perform well in the long run, in order to have credibility for the next ones.

    They also have strong relationship with pension funds and good quality underwriters and auditors.

    PE/VC backed companies usually have a healthier organizational structure and higher quality governance practices

    than the majority of companies that issue stock for the first time. Gioielli and Carvalho (2008) replicated the Morsfield and

    Tan (2006) paper for Brazil and analyzed the accounting profit management of 66 Brazilian IPOs that occurred between

    2004 and 2007. The profit management consisted of the quarterly net working capital variation controlled by size, sales

    growth and financial leverage. They segmented the sample in PE and non PE backed IPOs. The PE backed IPOs did not

    show evidence of managing profit in any of the dates comprising the study: before the IPO announcement, during the IPO,

    in the lock-up period and after the lock-up.

    Saito and Maciel (2006) investigated the underpricing and the aftermarket performance of 27 Brazilian IPOs between

    1999 and 2005. According to them, underpricing is related to information asymmetry. The first trading day return was 6%,

    and it was positively related to issue size and negatively related to company size (total assets). The market adjusted one-

    year performance (17.2%) was positively related to total assets, to the ratio of ordinary shares issued and to the presence of

    PE/VC investors.

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    III. Database and Methodology

    III.1. Database

    There were 145 IPOs and follow-ons between 2004 and 2007 in Brazil. The IPOs are in most part concentrated in 2006

    and 2007. Therefore, as we analyzed one-year (262 business days) cumulative abnormal returns (CAR), we ignored IPOs

    less than one year old. We analyzed 53 IPOs, corresponding to the issuance of R$30.3 billion, of which R$18.1 billion are

    primary offers and R$12.2 billion are secondary offers. Table 2 summarizes the IPOs and Follow-ons occurred between

    2004 and 2007.

    We have also collected the following information in the IPOs prospects and Economatica:

    Offer date: CVM registration date. It is the event day or day zero to estimate CAR.

    Offer Size: we estimated offer size by multiplying price per share to the number of issued shares. We ignored shares

    issued for the greenshoe option.

    Percentage of Primary Offers: the number of primary offer shares divided by the number of total shares offered.

    Market Cap: we estimated the market equity value of the company by multiplying the number of shares after the IPO by

    the offer stock price.

    Free Float: the ratio of total stocks offered to the market to the total existing stocks. We estimated it by dividing the

    number of shares offered in the IPO by the total existing shares after the IPO.

    Book to Market the ratio between the book value of equity to the market value of equity.

    Corporate Governance Level: All the IPOs issued in Brazil from 2004 to 2007 were listed either in Level 2 or New

    Market segments of BOVESPA. In our sample we also have BDRs (Brazilian Depositary Receipts) of Brazilian Companies

    that issued stocks offshore. More information about Level 2 and New Market segments can be obtained in

    www.bovespa.com.br. The dummy variable for corporate governance level had value 1 if the offer was listed in Level 2 or

    New Market and value zero if it was a BDR. BDRs provide weaker property protection for investors than Level 2 and New

    Market.

    Debt to Equity the ratio between the gross debt and the book value of equity in the quarter previous to the IPO event.

    Private Equity Investors: we included a dummy variable that had value 1 if there were private equity funds in the list of

    shareholders and value zero otherwise.

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    Private Equity Stake: we calculated the portion of total shares hold by private equity funds in each company dividing the

    number of shares owned by PE investors by the total of shares before the IPO.

    Invested Period: we estimated the length of time (in months) from the day the PE fund invested in the company till the day

    the IPO occurred (CVM registration day).

    Some observations are worthy to mention:

    Natura: BNDESPar (investment arm of the Brazilian Development Bank) converted debentures into stock immediately

    before the IPO, capitalizing the company. We treated this case as private equity investment.

    Datasul: the company went public in 2006 with no private equity investor at that time. But, according to prospect, Barings

    PE fund invested in the company in 1998 and exited in 2004 (6 years), holding during this time 27.95% of total shares. We

    classified this company as PE backed.

    Saraiva: IP and Dynamo, private equity organizations, made a PIPE (Private Investment in Public Equity) investment in

    Saraiva before the SEO. We treated Saraivas SEO as an IPO because the company had very tiny liquidity before the SEO,

    and the deal characteristics are the same as PE investments in private companies.

    UOL: private equity funds made substantial investments in the company in November 1999. In February 2003 most funds

    exited the investment, but Globalvest Investment Fund LLC kept its equity stake. We treated the deal as PE backed.

    GP Investments: GP is a private equity organization with BDRs traded in the Brazilian stock market. We treated GP as

    private equity backed.

    It was not possible to determine the day wich PE funds invested in Saraiva and Positivo.

    Table 3 details each IPO according to the information above and Table 4 contains the sample descriptive analysis. The

    mean IPO volume is R$571 million and 56% of this value was primary offers. The average sample market cap was

    R$1,750 million, with an average free float of 40% and market to book ratio of 0.283. There are two (3.8% of the sample)

    BDRs (Brazilian Depositary Receipts) and 26 (49.1%) PE backed IPOs. We can observe that the minimum offer size is

    R$163.75 million, approximately US$ 100 million. The underwriters do not accept to market small issues in Brazil for

    liquidity problems. Therefore, the IPOs performance in Brazil should be less sensible to size as it is in the United States.

    III.2. Methodology

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    III.2.1. Cumulative Abnormal Returns CAR

    The stock returns time series were calculated according to the following equation, where LN is the natural logarithm,

    Pi,t is the stock i price in day t and Pi,t-1 is the stock i price in day t-1.

    )( )1,,,

    =

    ti

    titiP

    PLNR . (1)

    We collected the daily closing prices series of sample stocks and IBOVESPA in Economatica and estimated abnormal

    returns of stock i in time t (ARi.t) according to the equation (2):

    tIBOVESPAtiti RRAR ,,, = . (2)

    The cumulative abnormal return of stock i in time T is estimated according to (3):

    =

    =T

    t

    tiTi ARCAR0

    ,, . (3)

    We estimated the equal weighted sample or subsample CAR according to (4), where n is the number of observations in

    the sample or subsample.

    n

    CAR

    CAR

    n

    i

    Ti

    T

    == 1

    , ,

    . (4)

    The t-statistic for testing the CAR significance was estimated as suggested by Campbell, Lo e MacKinlay (1997):

    [ ] 21

    2T

    T

    stat

    CARt

    = . (5)

    Where:

    ==n

    i

    T

    T

    Tn 1

    22

    2 1 . (6)

    tCAR is the average cumulative abnormal return in date T and T is the sample abnormal return standard deviation

    at time T.

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    We reported the average CAR in the first and in the 262 nd trading days, in order to measure underpricing and long term

    performance respectively.

    The total number of observations is 53 IPOs, divided in 26 PE backed and 27 non PE backed.

    We tested if the two subsamples (PE backed and non PE backed) had different CAR means according to (7), where x is

    the CAR at time T, and are the indexes for the two subsamples.

    21

    22

    +

    =

    nn

    xxt

    xx

    stat. (7)

    III.2.2. Regression Model

    We analyzed if the presence of PE investors influenced the CAR using a White heterokedasticity consistent regression

    model, according to (8).

    CARi=+Offeri+Primaryi+MarketCapi+Free Floati+BTMi+Leveli+DEi+PEi+i (8)

    Where CAR is the cumulative abnormal return in one year, PE is the interest variable with value 1 if there is private equity

    investment and zero otherwise. The controlling variables are (i) Offer: the logarithm of the offer size; (ii) Primary: the

    percentage of primary offer; (iii) Market Cap: the logarithm of Market Capitalization; (iv) Free Float: the free float; (v)

    BTM: the book-to-market ratio; (vi) Level: the corporate governance level that has value 1 if the company is listed in Level

    2 or New Market and zero if it is a BDR; (vii) DE: the debt-to-equity ratio in the quarter prior to IPO; and is the error

    term.

    For the PE backed subsample, we also ran the following regression:

    CARi=+Offeri+Primaryi+MarketCapi+Free Floati+BTMi+Leveli+DEi+Percentagei+ Periodi+i (9)

    Where Percentage is the percentage of shares that belong to PE funds and Period is the length of time in months from

    the private equity investment until the IPO date.

    IV. Results

    Figure 3 illustrates the CAR evolution in the whole IPO sample, in the PE subsample and in the non-PE subsample.

    Table 5 shows the CAR evolution in time in the whole sample, in the PE subsample, in the non PE subsample, and the t-test

    for the mean difference of the two subsamples. We observe an average underpricing (abnormal return in the first day) of

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    6.9%. The PE-backed subsample had a mean underpricing of 6.4% and the non-PE backed subsample of 7.3%. According

    to Barry et al (1990), PE/VC investment should reduce the information asymmetry, and should yield inferior underpricing.

    Although the PE sub sample had and inferior mean than the non-PE subsample, the difference was not statistically

    significant. Saito and Maciel (2006) found similar results.

    We can also observe that the PE subsample outperformed the non-PE subsample in the long run. The PE backed IPOs

    have an average CAR in the 262nd day of 17.6%, while the non-PE backed sample has an average CAR of -7.6%. The PE-

    backed CAR mean in the 262nd day is significantly higher than the non-PE subsample according to the test in equation (7).

    Figure 4 illustrates the CAR evolution by quartiles for the PE (Panel A) and non PE (Panel B) subsamples. We

    observe that 75% of the PE subsample had one-year CAR superior than 3.7%, while 75% of the non PE subsample had one-

    year CAR superior than -31.6%. The minimum one-year performance in the whole sample (-84.6%) was UOL, that was

    classified as a PE backed IPO, but only 5 out of 26 PE backed IPOs had negative one-year CAR, while 18 out of 27 non PE

    backed IPOs had negative one-year CAR.

    Table 6 contains descriptive statistics of control variables for the PE backed and non PE backed IPOs. We observe that

    the average issue size and debt-to-equity ratio of PE backed IPOs are statistically inferior to the non PE IPOs. The PE

    backed subsample also has a lower percentage of primary offer, smaller market capitalization and lower book-to-market

    ratio, although these three control variables are not statistically different in both subsamples.

    Table 7 contains the variables correlation matrix. CAR is significantly positive correlated only with the presence of

    private equity. Issue size is positively correlated with the percentage of primary offer and market capitalization and market

    capitalization is negatively correlated with free float. Debt-to-equity ratio is negatively correlated with the presence of PE.

    Table 8 contains the White Heterokedasticity Consistent regression results for the 53 IPOs. Only the PE and

    Governance Level variables were significant to explain CAR, with a positive relation. But when we eliminate the debt-to-

    equity variable, only PE explains the one-year CAR.

    Table 9 contains the results of regressions only for the PE subsample, and we could not identify any relationship

    between CAR and the percentage of private equity investment or CAR and the time the private equity kept the investment

    before the IPO.

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    V. Conclusion

    The 53 IPOs that occurred between 2004 and 2007 showed a significant and positive one-year CAR of 4.7%. When we

    divide the sample in two: PE backed and non-PE backed, we found that only that PE subsample had a positive one-year

    CAR of 17.6%, while the non-PE subsample had a negative CAR of -7.6%. This result is in accordance with the findings in

    Brav and Gompers (1997) and Cao and Lerner (2006).

    We also ran a White heterokedasticity consistent regression to test if PE investors influence positively the one-year

    CAR, controlling for offer size, percentage of primary offer, market capitalization, free float, book-to-market ratio, level of

    corporate governance and debt-to-equity ratio. The presence of PE investors was the only variable that significantly

    explained CAR, with a positive relation. Saito and Maciel (2006) investigated the one-year performance of Brazilian IPOs

    that occurred between 1999 and 2005. They found evidences that the one-year adjusted performance is significantly

    positive correlated to the presence of private equity investment, asset size and the number of common stocks. We did not

    test for the number of common stocks, because we investigated the period between 2004 and 2007, when all IPOs (except

    the BDRs) were launched either in Level 2 or New Market, with differentiated corporate governance practices. The BDR

    has a negatively relationship with CAR, but we had only two observations. We did not find any relationship between

    performance and size, and one possible reason is that all IPOs are of relatively large companies (the minimum market

    capitalization is R$423.75 million).

    We found a very significant evidence that the PE backed IPOs perform better than the non PE backed IPOs. One

    possible interpretation of our findings is that the PE backed firms were better prepared to go public because of either (i)

    better corporate governance practice, (ii) better management, (iii) alignment between management and shareholders interest

    through performance reward payment or (iv) independent and active board members. These reasons would imply that PE

    funds have a value creation role in portfolio companies. There was heterogeneity among Private Equity investments

    performance, but we did not investigate in this work if one or more of the reasons above explained these differences.

    Another possible explanation for the superior performance is that PE funds are able to select the best companies, and did not

    necessarily have a value creation role. Both reasons though justify that the PE presence has been working as a quality

    certification for IPOs.

    One limitation of this study is the small sample size. Another limitation is that, as the IPO wave is very recent in

    Brazil, our long run analysis was restricted to one year, and we could not test two or three years horizon as international

    papers did.

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    Saito, R. and Maciel, L. P., 2006, Underpricing of Brazilian IPOs: Empirical Evidence from 1999 to 2005, 30 rd ANPAD

    Meeting, Salvador, Brazil.

    Teitelbaum, R.. The KKR Way, 2007, Bloomberg Markets Magazine,. 36-45. Aug.

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    Table 1 Stock Issue Summary (2002-2007)

    Offer type Distribution

    Year

    Total Issues

    Volume

    (BRL Millions)IPO

    (BRL Millions)

    Follow-on

    (BRL Millions)

    Primary Offer

    (BRL Millions)

    Secondary Offer

    (BRL Millions)

    2002 4,987 305 4,681 305 4,681

    2003 1,692 0 1,692 150 1,5422004 7,279 4,154 3,125 3,331 3,948

    2005 11,482 6,528 4,954 3,740 7,742

    2006 27,685 15,458 12,227 12,891 14,794

    2007 64,488 54,659 9,828 34,775 29,712

    Source: CVM (Comisso de Valores Mobilirios)

    Figure 1 Stock Issues Evolution between 2002 and 2007 (R$ Million)

    Source: CVM (Comisso de Valores Mobilirios)

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    Figure 2 Invested Capital by PE/VC Organizations (US$ Millions)

    456

    379

    281 261 256 253

    0

    100

    200

    300

    400

    500

    1999 2000 2001 2002 2003 2004

    Source: Carvalho, Ribeiro and Furtado (2006)

    Table 2 Summary of Stock Issues between 2004-2007

    Offer TypeNumber of

    Issues

    Total Volume(1)

    (R$ Million)

    Primary

    Offers(2)

    (R$ Million)

    Secondary

    Offers(3)

    (R$ Million)

    Follow on 34 30,135 7,361 22,774

    IPOs less than one year old 58 50,545 29,281 21,263

    Total IPOs considered in the sample 53 30,254 18,095 12,159

    Total 110,934 54,737 56,197

    (1) Total Volume corresponds to the sum of all offers before greenshoe.(2) Primary offers correspond to the volume of primary offers.(3) Secondary offers correspond to the volume of secondary offers.Source: authors analysis

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    Table 3 Details of the sample IPOs transactions (Panel A)Company

    NameIPO Date

    Offer Volume

    (R$ Million)

    % Primary

    Offer

    Market Cap

    (R$ Million)Free Float

    Book to

    Market

    Corporate

    Governance

    Level

    Debt to

    Equity

    Natura 25/05/04 678 0% 3,119 21.7% 0.1132 1 0

    Gol 23/06/04 878 57% 2,075 42.3% 0.0711 1 0.184

    ALL 24/06/04 535 50% 1,683 31.8% 0.2006 1 2.168

    CPFL 28/09/04 818 83% 7,774 10.5% 0.4785 1 1.664 Grendene 28/10/04 536 0% 3,100 17.3% 0.2400 1 0.194

    DASA 18/11/04 380 29% 1,056 36.0% 0.1350 1 1.033

    Porto Seguro 19/11/04 328 24% 1,392 23.6% 0.6325 1 0

    Submarino 29/03/05 473 29% 1,064 44.5% 0.0444 1

    Localiza 20/05/05 247 0% 718 34.4% 0.4052 1 2.892

    TAM 14/06/05 543 70% 2,590 21.0% 0.1111 1 2.012

    Lojas Renner 30/06/05 774 30% 787 98.4% 0.2914 1 2.104

    EDB 12/07/05 1,119 99% 2,905 38.5% 1.2622 1 1.633

    OHL Brasil 14/07/05 431 31% 1,240 34.8% 0.3594 1 0.694

    Cyrela 21/09/05 785 65% 2,231 35.2% 0.2820 1 0.581

    Nossa Caixa 27/10/05 830 0% 3,318 25.0% 0.6348 1

    Cosan 17/11/05 770 100% 2,889 26.7% 0.2492 1 1.313

    UOL 15/12/05 555 50% 2,117 26.2% 0.0661 1 0.013 Copasa 07/02/06 723 100% 2,616 27.6% 1.1396 1 0.457

    Vivax 07/02/06 470 13% 2,705 17.4% 0.1078 1 1.173

    Rossi

    Residencial14/02/06 900 72% 1,859 48.4% 0.2420 1 0.48

    Gafisa 16/02/06 816 61% 2,035 40.1% 0.2205 1 1.056

    Company 01/03/06 245 74% 549 44.6% 0.1325 1 1.184

    Totvs 08/03/06 400 71% 854 46.8% 0.1338 1 0.003

    Equatorial 31/03/06 470 40% 951 49.4% 1.6090 1 0,961

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    Table 3 Details of the sample IPOs transactions (Panel B)

    Company

    NameIPO Date

    Offer Volume

    (R$ Million)

    % Primary

    Offer

    Market Cap

    (R$ Million)Free Float

    Book to

    Market

    Corporate

    Governance

    Level

    Debt to

    Equity

    Saraiva 07/04/06 183 36% 629 29.0% 0.2595 1 0.100

    American

    Bank Note26/04/06 480 0% 850 56.5% 0.1988 1 0

    CSU 28/04/06 341 29% 874 39.0% 0.0500 1 1.705 Brasil Agro 28/04/06 518 100% 519 99.8% 1.0000 1 0

    Lupatech 12/05/06 429 36% 1,004 42.8% 0.0968 1 0.435

    GP

    Investments31/05/06 645 100% 1,060 60.8% 0.4505 0 0.306

    Datasul 01/06/06 317 48% 522 60.8% 0.0994 1

    MMX 21/07/06 1,029 100% 3,010 34.2% 0.0064 1 14.336

    Abyara 26/07/06 164 100% 424 38.6% 0.0128 1 0.953

    Medial 21/09/06 655 59% 1,398 46.9% 0.0423 1 0.364

    Klabin Segall 06/10/06 485 70% 864 56.1% 0.1247 1 0.583

    Santos Brasil 12/10/06 843 99% 2,927 28.8% 0.1000 1

    M. Dias

    Branco17/10/06 362 0% 2,411 15.0% 0.3571 1 0.722

    Brascan 20/10/06 1,056 77% 2,828 37.3% 0.0731 1 2.731

    Profarma 25/10/06 349 77% 776 44.9% 0.1756 1 2.055

    Terna 26/10/06 557 67% 614 90.8% 0.6629 1 1.348

    Brasil

    EcoDiesel10/11/06 379 100% 1,516 25.0% 0.0017 1 25.525

    Odontoprev 30/11/06 454 36% 690 65.8% 0.0429 1 0

    Positivo 08/12/06 567 21% 2,063 27.5% 0.1013 1 0.099

    So Carlos

    Empreend.13/12/06 469 73% 1,184 39.6% 0.1990 1 1.007

    Lopes Brasil 15/12/06 413 0% 960 43.0% 0.0043 1 0.498

    Dufry Brasil 19/12/06 739 0% 1,745 42.4% 0.6524 0

    PDG Realty 25/01/07 630 67% 1,537 41.0% 0.0579 1 0.439

    CCDI 30/01/07 522 92% 1,639 31.9% 0.0359 1 0.241

    Rodobens 30/01/07 390 100% 889 43.9% 0.1077 1 0.919

    Tecnisa 31/01/07 791 75% 1,891 41.9% 0.1131 1 1.091 Iguatemi 06/02/07 477 100% 1,757 27.1% 0.2077 1 0.266

    So Martinho 09/02/07 368 56% 2,205 16.7% 0.4905 1

    GVT 15/02/07 936 100% 2,142 43.7% 0.1350 1 16.148

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    Table 4 IPO Samples Descriptive Statistics (2004 2007)

    Offer

    Volume

    (R$ Million)

    % Primary

    Offers

    Market Cap

    (R$ Million)Free Float

    Book to

    Market

    Corporate

    Governance

    Level

    PE/

    non PEDebt to

    Equity

    Mean 570.84 55.9% 1,746.22 39.9% 0.283 0.038 0.491 1.980

    Median 522.00 60.6% 1,536.87 38.6% 0.135 0 0 0.722

    Maximum 1,119.47 100.0% 7,773.96 99.8% 1.609 1 1 25.525

    Minimum 163.75 0.0% 423.75 10.5% 0.002 0 0 0StandardDeviation

    228.85 34.7% 1,192.89 18.5% 0.335 0.192 0.505 4.570

    Source: Offer prospects and authors analysis

    Figure 3 Cumulative Abnormal Return

    -15%

    -10%

    -5%

    0%

    5%

    10%

    15%

    20%

    25%

    1 4 7 1 0 1 3 1 6 1 9 2 2 2 5 2 8 3 1 3 4 3 7 4 0 4 3 4 6 4 9 5 2 5 5 5 8 6 1 6 4 6 7 7 0 7 3 7 6 7 9 8 2 8 5 8 8 9 1 9 4 9 7 1 0 0 10 3 1 0 61 0 9 11 2 11 5 11 8 1 2 11 2 4 12 7 13 0 13 3 1 36 1 39 1 4 21 4 5 1 48 1 51 1 54 1 5 7 16 0 1 6 31 6 61 6 9 1 72 1 75 1 7 8 18 1 18 4 1 87 1 90 1 9 31 9 6 1 99 2 02 2 05 2 0 8 21 1 2 1 42 1 72 2 0 22 3 22 6 2 2 92 3 22 3 5 23 8 24 1 2 44 2 47 2 5 02 5 32 5 6 25 9 26 2

    All Sample PE Backed Non-PE Backed

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    Table 5 CAR evolution data

    CAR Whole Sample PE Backed IPOsNon-PE Backed

    IPOs

    Mean difference

    t-statisitic

    6.9% 6.4% 7.3%First day

    (3.179)*** (2.143)** (2.325)**(-0.395)

    9.2% 14.8% 3.7%Six months (4.245)*** (4.970)*** (1.197) (1.373)

    4.8% 17.6% -7.6%One year

    (2.198)** (5.890)*** (-2.430)**(2.151)**

    Maximum Value 12.4% 21.4% 8.4%

    Day of the maximum CAR 180 186 8

    Minimum Value 4.5% 2.9% -7.6%

    Day of the minimum CAR 32 10 262

    *, ** and *** mean statistically significant at the 10%, 5% e 1% level respectively

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    Figure 4 Quartile Analysis of CAR evolution

    Panel A PE subsample

    -100%

    -80%

    -60%

    -40%

    -20%

    0%

    20%

    40%

    60%

    80%

    100%

    120%

    1 4 7 1 0 1 3 1 6 1 9 2 2 2 5 2 8 3 1 3 4 3 7 4 0 4 3 4 6 4 9 5 2 5 5 5 8 6 1 6 4 6 7 7 0 7 3 7 6 7 9 8 2 8 5 8 8 9 1 9 4 9 7 1 0 0 10 3 1 0 61 0 91 1 2 11 5 11 8 12 1 1 2 41 2 71 3 0 1 33 1 36 1 39 1 4 2 14 5 14 8 1 51 1 54 1 5 7 16 0 16 3 1 66 1 69 1 72 1 7 5 17 8 18 1 1 8 41 8 71 9 0 19 3 19 6 19 9 2 0 22 0 52 0 8 2 11 2 14 2 17 2 2 0 22 3 22 6 2 2 92 3 22 3 5 23 8 24 1 24 4 2 47 2 50 2 53 2 5 62 5 92 6 2

    Maximum 3rd Quartile Average Median 1st Quartile Minimum

    Panel B non PE subsample

    -100%

    -80%

    -60%

    -40%

    -20%

    0%

    20%

    40%

    60%

    80%

    100%

    120%

    1 4 7 1 0 1 3 1 6 1 9 2 2 2 5 2 8 3 1 3 4 3 7 4 0 4 3 4 6 4 9 5 2 5 5 5 8 6 1 6 4 6 7 7 0 7 3 7 6 7 9 8 2 8 5 8 8 9 1 9 4 9 7 1 0 0 10 3 1 0 61 0 91 1 2 11 5 11 8 12 1 1 2 41 2 71 3 0 1 33 1 36 1 39 1 4 2 14 5 14 8 1 51 1 54 1 5 7 16 0 16 3 1 66 1 69 1 72 1 7 5 17 8 18 1 1 8 41 8 71 9 0 19 3 19 6 19 9 2 0 22 0 52 0 8 2 11 2 14 2 17 2 2 0 22 3 22 6 2 2 92 3 22 3 5 23 8 24 1 24 4 2 47 2 50 2 53 2 5 62 5 92 6 2

    Maximum 3rd Quartile Average Median 1st Quartile Minimum

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    Table 6 Descriptive Statisitics of Control Variables for the PE backed IPOs and non-PE backed IPOs. (2004

    2007)

    Panel A Non-Private Equity Backed IPOs

    StatisticsOffer Volume

    (R$ Million)

    % Primary

    Offer

    Market

    Capitalization

    (R$ Million)

    Free FloatBook to

    MarketDebt to Equity

    Mean 618.18 61.7% 1,801.25 39.8% 0.304 2.979Median 536.43 72.2% 1,757.36 37.3% 0.208 0.722

    Maximum 1,119.47 100.0% 3,318.11 98.4% 1.262 25.525

    Minimun 244.87 0.0% 548.92 15.0% 0.002 0.000

    Standard Deviation 251.26 37.2% 867.16 19.4% 0.321 6.100

    N. Observations 27 27 27 27 27 2

    Panel B Private Equity Backed IPOs

    StatisticsOffer Volume

    (R$ Million)

    % Primary

    Offer

    Market

    Capitalization

    (R$ Million)

    Free FloatBook to

    MarketDebt to Equity

    Mean 521.68 49.8% 1,689.07 39.9% 0.262 0.846

    Median 495.67 49.8% 1,124.03 39.3% 0.112 0.696Maximum 878.14 100.0% 7,773.96 99.8% 1.609 2.892

    Minimun 163.75 0.0% 423.75 10.5% 0.013 0.000

    Standard Deviation 195.82 31.4% 1,473,46 18.0% 0.355 0.821

    N. Observations 26 26 26 26 26 2

    Panel C t-statistics of Mean Differences

    StatisticsOffer Volume

    (R$ Million)

    % Primary

    Offer

    Market

    Capitalization

    (R$ Million)

    Free FloatBook to

    MarketDebt to Equity

    t-statistics (1.563)* (1.263) (0.336) (-0.023) (0.446) (1.731)**

    *, ** and *** mean statistically significant at the 10%, 5% e 1% level respectively

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    Table 7 Variables Correlation Matrix

    CAR OFFER % PRIMMKT

    CAP

    FREE

    FLOATBTM LEVEL PE D/E

    CAR 1

    OFFER -0.067 1

    % PRIM -0.016 0.287*** 1

    MARKETCAP -0.142 0.677*** 0.070 1

    FREEFLOAT 0.151 0.078 0.139 -0.638*** 1

    BTM 0.087 0.131 0.112 -0.001 0.210 1

    LEVEL 0.165 0.073 0.183 -0.072 0.161 0.076 1

    PE 0.319*** -0.228 -0.201 -0.108 -0.057 -0.020 0.157 1

    D/E 0.012 0.116 0.316*** 0.149 -0.107 -0.166 -0.055 -0.235*** 1

    *, ** and *** mean statistically significant at the 10%, 5% e 1% sigificant level respectively

    Table 8 White Heterokedasticity Consistent Regression results to investigate whether PE explains IPOs

    performance (2004 to 2007)

    COEFFICIENTS (1) (2) (3) (4)

    Constant-0.168

    (-0.125)-0.087

    (-0.068)-0.076

    (-0.941)-0.076

    (-0.950)

    Offer-0.070

    (-0.172)-0.110

    (-0.306)

    Primary-0.043

    (-0.181)-0.028

    (-0.153)

    Market Cap0.039

    (0.106)0.068

    (0.197)

    Free Float0.471

    (0.474)0.511

    (0.542)

    BTM0.109

    (0.703)0.097

    (0.714)

    Level 0.303(2.080)**

    0.072(0.330)

    0.126(0.589)

    DE0.014

    (0.608)

    PE0.303

    (2.326)**0.239

    (2.020)**0.242

    (1.979)**0.252

    (2.151)**

    R2 0.158 0.119 0.086 0.083

    Adjusted R2 -0.019 -0.018 0.050 0.065

    F-statistic 0.892 0.867 2.359* 4.636*

    Akaike Criterion 1.465 1.351 1.199 1.165

    Schwarz criterion 1.819 1.649 1.311 1.239

    Durbin-Watson 1.720 1.564 1.603 1.604

    N. Observations 47 53 53 t-statistics into parenthesis.

    *, ** and *** mean statistically significant at the 10%, 5% e 1% level respectively

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    Table 9 Regression Results for the PE backed IPOs (2004 to 2007)

    COEFFICIENTS (1) (2) (3)

    Constant0.712

    (0.348)0.089

    (0.389)0.094

    (0.528)

    Offer-0.399

    (-0.688)

    Primary-0.100

    (-0.208)

    Market Cap0.207

    (0.468)

    Free Float0.844

    (0.667)

    BTM-0.127

    (-0.551)

    Level0.433

    (1.592)0.093

    (0.532)

    DE0.152

    (0.669)

    PE0.147

    (0.371)

    0.185

    (0.661)

    0.191

    (0.672)Period

    -0.000(-0.003)

    -0.000(-0.029)

    -0.000(-0.043)

    R2 0.154 0.027 0.024

    Adjusted R2 -0.480 -0.112 -0.065

    F-statistic 0.244 0.193 0.266

    Akaike Criterion 1.939 1.467 1.391

    Schwarz criterion 2.435 1.662 1.537

    Durbin-Watson 1,534 1.004 1.020

    N. Observations 22 25

    t-statistics into parenthesis.

    *, ** and *** mean statistically significant at the 10%, 5% e 1% level respectively