The Information Content of PIPE Offerings

Size: px
Start display at page:

Download "The Information Content of PIPE Offerings"

Transcription

1 The Information Content of PIPE Offerings Steven Freund* Kose John** Gopala Vasudevan*** November 2006 The authors are *Assistant Professor, College of Management, University of Massachusetts, Lowell, **Charles William Gerstenberg Professor Of Banking and Finance, Stern School of Business, New York University, and ***Associate Professor of Finance and Accounting, Charleston College of Business, University of Massachusetts, Dartmouth. Vasudevan acknowledges the receipt of a Summer Research Grant from the Charlton College of Business.

2 The Information Content of PIPE Offerings Abstract We examine the stock price reaction and long run stock price performance for a large sample of issues known as Private Investment in Public Equity (PIPE). We find that equity and preferred PIPE issues convey positive information about firm value, while convertible debt PIPE offerings have an insignificant stock price reaction around the announcement day. Our cross sectional regressions relating announcement period returns to firm characteristics show the stock price reaction is more positive for larger issues and for firms that have poor operating performance at the time of the issue. PIPE issues, which that have downside protection, price protection, or both types of protection, have a lower announcement stock price reaction. Issuers of equity and preferred PIPEs continue to outperform their matching portfolios for up to 9 months following the issue. Issuers of convertible debt with floating or reset features underperform their matching portfolios for up to 36 months following the issue. 1

3 The Information Content of PIPEs Offerings U.S firms have traditionally raised capital either through the public markets or through private placements. Recently, firms have been raising capital through a new source of financing, private investments in public equity (PIPEs). PIPEs are hybrids between a private placement and public offerings in the secondary markets; they are marketed as if they are private placements but the investor receives securities that are traded immediately in the public markets. The PIPEs market has experienced dramatic growth during the periods, with companies raising more than $60 billion through PIPEs issue. In this study we examine the information released by firms issuing securities in the PIPEs markets. There are several reasons this is an important research topic. First, this is an important part of the market for firms issuing securities, particularly for medium and small firms raising funds. The PIPE market comprised 25% of the equity private placement market in This increased to 41% in 2002 (Dresner and Kurt, 2003). Yet we know little about the information conveyed by these issues, the characteristics of the issuers, and the relation between the information and firm characteristics. Second, the PIPE market has introduced several innovations not commonly seen in traditional corporate security offerings. A distinctive feature of some PIPEs is that they provide the investor price protection to investors. A convertible floating PIPEs issuer for example has a conversion ratio that decreases with the stock price of the issuer. We focus on the information conveyed at the time of issuance, based on two characteristics: the seniority of the security and whether it provides any other protection to the new investors. We classify issues that are senior securities, such as convertible debt, as an 2

4 offering that provides downside protection". We classify issues that include a reset or floating rate feature as one that provides "price protection". Hence, common stock and convertible preferred provides neither downside nor price protection; convertible debt with a fixed conversion price provides downside protection but no price protection; common stock with reset and convertible preferred with a floating or reset conversion price provides price protection but no downside protection; convertible debt with a floating or reset conversion price provides both downside and price protection. We examine the information released by these securities through the stock price reaction to the security announcements. We also examine the relation between the announcement period returns to firm characteristics through cross-sectional regressions. We further analyze the longterm returns to PIPE issuers by following the stock price performance for the three year period following the issuance. These results are consistent with the underreaction hypothesis formalized in Daniel, Hirshleifer, and Subramanyam (1998). We find that the information conveyed by the offering PIPEs is quite different from the information conveyed by public offering of corporate securities. In contrast to the finding that in the public market the information conveyed by issuing informationally sensitive securities such as equity is negative, we find that issuing additional informationally sensitive securities leads to higher announcement period returns in the PIPE markets. We find that the stock price reaction is positive for announcements of common stock and preferred stock issues with no reset. It is not different from zero for security issues that are less sensitive to firm value such as convertible debt. We further find that the stock price reaction to the security issue is lower when the security offers protections to the new investors. Our cross-sectional regressions relating announcement period returns to firm characteristics show the stock price reaction is higher for 3

5 larger issues and for firms that have poor operating performance at the time of the issue. This indicates that the market expects these PIPE investors to create information on firm quality and would invest in information sensitive securities such as equity only when the information produced is very positive. The stock price reaction is also inversely related to firm size and is lower for firms that offer either downside protection, price protection or both types of protection. Our evidence is broadly consistent with the empirical predictions of Fulghieri and Lukin (2001). We also examine the long run stock price performance of the issuing firms. We find significant differences of performance based on the protections offered to new investors. Issuers of PIPEs that offer no downside or price protection to new investors outperform their matched counterparts during the nine month period following the issue; issuers that offer PIPEs with downside protection only perform at the same level as the matched firms; issuers that offer PIPEs with price protection only underperform their matched firms for 18 months; issuers of PIPEs with both price and downside protection underperform their match firms for 36 months. The rest of the paper is organized as follows: Section 2 has the background to the PIPE markets and related papers; Section 3 has the data and method; Section 4 has the results; Section 5 concludes. II. Background We first provide the institutional background for PIPEs, followed by a survey of relater literature. A. Institutional background The equity private placement market consists of three types of issues; Rule 144A transactions, NonRule 144A transactions, and registered direct transactions. During the

6 periods, $91.8 billion of the securities issued were Rule 144A transactions, $36.9 billion were nonrule 144A PIPEs and $2.7 billion were registered direct offerings (Dresner and Kim, 2003). Rule 144A transactions are private placements that involve equity or equity linked securities sold only to a Qualified Institutional Buyers (QIB) with the understanding that these buyers may resell the securities to another QIB. The essential definition of a QIB is an institutional investor that owns and invests in the aggregate at least $100 million in securities of issuers not affiliated with that buyer. NonRule 144 A transactions which are considered PIPEs are private placements that involve equity or equity linked securities executed in compliance with certain exemptions provided for under the Securities Act of The issuers of securities in these transactions must be accredited investors. An accredited investor is any individual or institution deemed capable of understanding the financial risks associated with the issue of restricted securities. Deal structures associated with nonrule 144 A PIPEs include common and preferred equity, convertible preferred equity, convertible debt, and warrants. Registered direct transactions, which are also considered PIPEs, involve the issue of equity and equity linked securities to accredited investors. However, in contrast to nonrule 144A PIPEs, the securities issued in a registered direct transaction have already been registered for sale to investors through a primary registration statement filed with and declared effective by the SEC. PIPEs have received considerable attention in both the academic and popular press because of their floating or reset feature. Consider an investor who invests $1000 in a convertible preferred having the reset feature and trading at $10 per share. The investor can convert and receive 100 shares if the share price is $10 and 125 shares when the share price goes down to $8. 5

7 This essentially protects the investor against any loss in value as long as the company continues to be solvent. Academics view this feature as helping to mitigate the costs of financial distress and the adverse selection problems that investors face when investing in equity like securities (Brennan, 1985). However, the popular press refers to the convertible debt and convertible preferred stock with a reset or floating feature as 'death spiral convertibles' because issuers of these securities have experienced large declines in their stock prices subsequent to their issuance. These declines are partly attributed to some of the investors in these securities, especially hedge funds, shorting the stock before conversion. This enables them to convert at lower prices and receive more shares that they can use to close out their short positions. These actions have prompted the SEC to take action against several hedge funds for manipulating the stock of these PIPE issuers. 1 B. Related Papers There is a large body of theoretical and empirical work that has examined the information conveyed by issuing securities in the public markets. Most of these papers focus on the adverse selection faced by outside investors who buy these newly issued securities. Myers and Majluf (1984) show that the best choice for a firm would be to use a security such as riskless debt that is insensitive to firm value and then progressively issue more information sensitive securities such as risky debt, preferred stock and finally equity. This issue has been further modeled in Narayanan (1988) and Nachman and Noe (1994). Both these papers show the optimal choice of high quality firms would be to issue securities such as debt that are less sensitive to firm value. This "pecking order theory" of the security issuance 1 See SEC widens probe into 'death-spiral' schemes, The Financial Times, March 9,

8 decision receives empirical support in Myers and Sundar (1999) and Lemmon and Zender (2002). Fulghieri and Lukin (2001) relax the assumption of fixed information asymmetry and model a scenario where outside investors can produce costly information about the firm and therefore become more informed about firm value. In their model, firms of higher quality would encourage outside investors to produce information by issuing a more information sensitive security such as equity or preferred stock. Hence their model predicts the pecking order theory would be reversed when the costs of becoming informed are sufficiently low and the pecking order for security issues would hold when the costs of information production are large. Several empirical studies have examined the information conveyed by private placements of equity and debt (Hertzel and Smith, 1993, and Wruck, 1989). They find that in contrast to the negative information conveyed by public equity issues the market reacts positively to private placements of equity. Hertzel et al examine the long run stock price performance of firms that place equity privately. They find that similar to issuers of public equity, these firms tend to have poor stock price during the three year period following the private placement. In the first study on PIPE issuers, Hillion and Vermalen (2004) examine the short-term and long-term performance of issuers of reset and floating convertible issuers. They find that the issuers of these securities have poor operating and stock price performance at issue. They also find that approximately 85% of their sample firms have negative returns in the year following issuance and investors lose on average 34% of their investment. In related papers, Chaplinsky and Haushalter (2005), Gomes and Phillips (2004), and Brophy, Ouimet, and Sialm (2006) examine PIPEs. Chaplinsky and Haushalter (2005) examine the reason for investing in PIPEs in spite of their poor stock price and operating performance 7

9 following the issue. They find that after including the discounted price that PIPE investors receive for their investments, these investors do substantially better than the existing shareholders. Gomes and Phillips (2005) examine the public versus private market security choice of firms. They show that conditional on the public security choice, firms with higher information asymmetry will prefer to issue debt securities that are less sensitive to firm value. They also document a reversal of the pecking order in the private markets. Firms with higher degree of information asymmetry are more likely to issue equity. Brophy et al. (2006) examine the role of hedge funds in the PIPE markets. They find that companies that get financing from hedge funds do worse than companies that are financed by other investors. They also find that issuers where investors have significant repricing rights tend to do worse. Our study differs from the above mentioned studies in several ways. Our primary objective is to examine the information conveyed by PIPEs and its relationship to security characteristics and the level of information asymmetry. We focus on the information sensitivity of the security issued based on two characteristics, the seniority of the security and whether it offers any other protection to new investors. We classify issues that are senior securities, such as convertible debt, as an offering that provides downside protection". We classify issues that include a reset or floating rate feature as one that provides "price protection". We examine the information conveyed by these securities through the stock price reaction to the security announcements and we also relate the announcement period returns to firm characteristics through cross-sectional regressions. We further analyze the long-term returns to PIPE issuers by following the stock price performance for the three year period 8

10 following the issuance. Our results show the market does not fully incorporate all the information at the announcement of these security issues. Loughran and Ritter (1997) and Spiess and Affleck-Graves provide evidence on the long run stock price performance of public issuers of equity. They find that these issuers have poor long run stock price performance following the issue. These findings are in clear violation of market efficiency. Other behavioral theories hypothesize that investors can either underreact to the issue announcement or be overoptimistic at issue announcement. Daniel, Hirshleifer, and Subramanyam (1998) formalize the underreaction hypothesis. In their model investors are overconfident and react only partially to news announcements. They show that subsequent abnormal performance can continue in the direction of the announcement period returns. Loughran and Ritter (1997) hypothesize that investors can place more emphasis on recent performance stock price and operating performance instead of putting more weight on long-term averages. Consistent with this view, they find that firms tend to issue equity at times when the stock price and operating performance are at its highest. Issuers suffer declines in both operating and stock price performance following the issue. In this part of our study we examine whether the long run stock price performance of the PIPE issuers are consistent with a market efficiency hypothesis, an underreaction hypothesis, or an overoptimism hypothesis. III. Data and Method: We first describe the data and then the method. Our data set is for the period A. Data We obtain our data on PIPE issuers during the period from Sagient Research's PlacementTracker Service. The data has information on the registration date, security issued, the 9

11 offer discount (for equity), the placement agent and the investor identity. We include in our sample those issuers that meet the following criteria: 1. The issuer is a publicly traded firm. 2. Only the first transaction is included per firm year. 3. Stock return data are available in the Center for Research in Security Prices (CRSP) database with sufficient returns to estimate the market model. 4. Firm data is available in Compustat. Our screening of the Sagient Database for the above steps yields 2906 firms. Table I reports the distribution of the 2906 issuers by calendar year. We see a large increase in the number of issues over the period. The largest number of issues, 672, takes place in The lowest number, 74, is in The most frequently issued security is common stock with 1174 issues representing approximately 40% of the sample. The smallest number of issues, 40, is common stock with reset. The next largest number of issues, 619, is convertible debt with a fixed conversion price (fixed) and represents 21.3% of the sample. There are 421 issuers of convertible preferred fixed. There are 424 issuers of convertible preferred floating or reset and 228 issuers of convertible debt floating or reset. The data also indicate the number of firms issuing securities with floating or reset features have gone down substantially in recent periods because of the bad publicity associated with these securities. Table II reports summary sample statistics for the overall sample and by issuer type. All values shown are for the year prior to the issue (year 1). In the year before the issue, the mean (median) book value of assets of all the issuers is $ ($40) million. This is substantially smaller than the mean $1449 million book value of assets for public equity issuers reported in Gomes and Philips (2005). There are large differences in firm size between PIPE issuers. The 10

12 largest firms with a mean book value of assets of $ are issuers of convertible debt without reset or floating features. The next largest group of firms with a mean book value of assets of $ million issue convertible preferred without reset or floating features. The third largest group of issuers with a mean book value of assets of $ million issue common stock without any reset features. Issuers of equity with reset, convertible debt with reset and convertible floating with reset are smaller with mean book value of assets of $ million, $80.79 million and $51.92 million respectively. The issuing firms have a pretax operating cash flow of $51.18 million. Convertible debt issuers have a mean operating cash flow of $ million in year -1. Issuers of common stock with or without reset features, convertible preferred securities and convertible with floating or reset all have negative pretax operating cash flows in the year of the issue. Most studies on public equity issues show that issues have high operating cash flows in the year of the issue. The mean offer size for all PIPE issues is $63.73 million. The largest issue size is $ for convertible debt issuers and the smallest offer size of $9.68 million is for convertible preferred floating or reset issuers. The mean offer size to market capitalization for the PIPE issuers is The smallest offer size to capitalization ratio, 11%, is for common stock reset issuers and the largest offer size to capitalization ratio, 30%, is for convertible debt fixed issuers. Our sample of common stock issues are sold to investors with an average discount of 6.75% and the sample of common stock with reset issues have a discount of 22.02%. A large number of these issuers have negative pretax operating cash flows. One measure of their ability to survive is the cash depletion rate, calculated as the absolute value of cash flow from operations divided by cash and short-term securities. We calculate this measure only for firms 11

13 with negative operating cash flows. The inverse of this ratio gives the number of years the firm can survive using the existing cash and marketable securities. The overall value of the cash depletion rate is showing the firms cannot survive even for a year with the existing cash. The lowest value, 2.86, is for common stock issuers and the highest value, is for issuers of convertible preferred fixed. The average number of years that the issuer has been listed on an exchange is 7.74 years; the oldest firms with a mean age of years are convertible debt fixed issuers. The youngest issuers with an average age of 6.51 years are convertible preferred fixed issuers. We calculate the Tobin's q as the (book value of assets-book value of equity+ market value of equity)/book Value of assets. The average Tobin's q of the issuing firm is 4.17 years. This indicates that these are firms with relatively valuable growth opportunities. Issuers of convertible debt fixed and convertible preferred fixed have Tobin's q ratios of 3.86 and 3.01 respectively indicating that they are relatively more mature firms. B. Method We examine the stock price reaction to the issue announcement, using the standard eventstudy method of Brown and Warner (1985) to calculate the daily excess returns. Average daily abnormal returns are computed in a two-step procedure, using stock price data from CRSP. We report results using both the CRSP equal-weighted and value- weighted indices as market proxies. First, we estimate the parameters of a single-factor market model for each firm. We use the returns from day 255 to day 46 to estimate each firm s alpha and beta coefficients. Second, we estimate the excess return by subtracting a firm s expected daily return from its 12

14 actual return. Cumulative abnormal returns are calculated by summing the abnormal returns over the period from day 1 to day +1, where day 0 represents announcement of the issue. We further examine the relationship between the stock price reaction to the issue and firm variables, using cross-sectional regressions. We regress cumulative abnormal returns against EBITDA divided by the book value of assets for the issuer, firm size, offer size, cash depletion rate and three dummy variables to measure the sensitivity of the security issued to firm value. The three dummies are: 1. PP (Price Protection): A dummy variable set equal to one if the security issued offers price protection to the investor by having a floating or reset feature. We set the PP dummy to 1 for issues of equity with reset or convertible preferred with floating or reset. 2. DP (Downside Protection): A dummy variable set equal to one when the security issued has a debt like feature and does not offer price protection to investors. Issues of convertible debt fixed would have this dummy set equal to DP_PP dummy (Price and Downside Protection): A dummy variable set equal to 1 if the security issued offers both price and downside protection to investors. Hence an issue of convertible debt floating or reset would have a value of 1 because it offers both price protection (through the floating or reset feature) and downside protection (through the debt feature) to investors. These three dummy are mutually exclusive. This enables us to avoid multicollinearity in the cross-sectional regressions relating announcement period returns to firm variables. When DP 13

15 or PP take on a value of one, this indicates that the security offers either downside or price protection to investors. When the security issued offers both downside and price protection to investors the DP_PP dummy is set equal to 1 and both DP and PP dummies are set equal to zero. We use EBITDA divided by the book value of asset as a proxy for the operating performance of the issuer at issue. When there is asymmetric information and outside investors are not able to produce information regarding the firm because information production is costly, we can expect investors to use the current operating performance as a predictor of future operating performance. This would imply a positive coefficient for this variable. However, if the cost of information production is not sufficiently large, outside investors will be able to expend resources and get information about the future cash flows. Other less informed investors will revise their estimates of the issuer after observing the actions taken by the more informed. These revisions would be larger for firms that currently have lower or more negative operating performance. Therefore the information production hypothesis would predict a negative coefficient for the EBITDA/Book Value of Assets. The second variable we use is firm size proxied by the book value of assets. We can expect the information asymmetry between insiders and outside investors to be lower for larger firms since they attract more analysts and larger amounts of public information is available. Hence we can expect a negative coefficient for the size variable. The third variable we use is the offer size scaled by the market value of equity. The adverse selection hypothesis would predict a negative coefficient for this variable (Myers and Majluf, 1984). The negative relationship between the offer size and announcement period returns is confirmed by Mikkelson and Partch (1986) and Masulis and Korwar (1986). However if outside investors are able to produce costly information on firm value, we can expect that they 14

16 will invest more when the firm is undervalued. Rational outsiders would revise their valuation upward as the informed outsiders take larger positions. The information production hypothesis would predict a positive coefficient for this variable. The next variable we use is the cash depletion rate of the firm, calculated as the absolute value of cash flow from operations divided by cash and short-term securities. This variable is set equal to zero for firms that have a positive cash flow from operations. Firms with higher values have less cash available to continue their operations and will need larger infusions of cash. The adverse selection theories would predict a negative coefficient for this variable and the information production theories would predict a positive coefficient for this variable. The last firm variable that we use is the age of the firm given by the number of years since it has been listed on the exchange. We can expect older firms to be larger, attract more analysts, and produce more publicly available information. The incremental information conveyed by these issues would be lower and hence we can expect a negative coefficient for this variable for the information production hypothesis. The last three variables are the mutually exclusive dummy variables: PP for price protection; DP for downside protection; DP_PP for both downside and price protection. Issuers of securities with price protection such as equity reset and preferred reset are issuing a security that is less sensitive to firm value. The adverse selection theories would predict a positive coefficient for this variable while theories on information production predict a negative coefficient for this variable. Issuers of securities with downside protection only such as convertible debt are issuing a security that is less sensitive to firm value when compared to a more sensitive security such as equity. Therefore, the adverse selection theories would predict a positive coefficient for this 15

17 variable. The information production theories would predict a negative coefficient for this variable. The last dummy variable is DP_PP set equal to 1 when the security issued offers both downside and price protection to investors. The adverse selection theories would predict a positive coefficient for firms that issue securities that have downside protection. The information production theories would predict a positive coefficient for this variable because outside investors are investing in a security that offers protection against any losses in firm value. Since these securities are the least sensitive to firm value, the information production theory would expect DP_PP to be negative and larger in magnitude than both DP and PP. We examine both the announcement-period returns and long-run post-issue holdingperiod returns. We estimate announcement-period excess returns by cumulating daily marketmodel prediction errors for a ten day (Day 5 to +5) and a three day (Day 1 to +1) Periods. We have the issue dates for the sample of issuers. These firms are not allowed to announce these issues before the placement of the securities and hence, we can use the dates given by Placement Tracker. C. Measuring Long Run Stock Returns Fama (1998) find the buy and hold abnormal return method for measuring long run stock returns problematic because it does not account for potential cross-sectional dependence in returns. To address this possibility, we estimate abnormal returns using the calendar-time portfolio approach used by Mitchell and Stafford (2000). A portfolio of equally weighted firms is formed for each month in calendar time. Sample firms are included in the portfolio if the sample firm event month for issuing the PIPE is in the prior m months. We report the following regression for m = 9, 18, 27, and 36 months: 16

18 R R = α + β( R R ) + ssmb + hhml + (1) pt ft mt ft t ε πτ R pt is the return on the sample portfolio, R ft is the one-month T-Bill rate, R mt is return on all NYSE, Amex, and Nasdaq firms, SMB is the return on a portfolio of small firms minus the return on a portfolio of large firms, HML is the return on a portfolio of high book-to-market ratio firms minus the return on a portfolio of low book-to-market ratio firms. These are the Fama-French (1993) factors. If the model adequately describes then the expected value of the intercept, α, which describes the monthly abnormal return, is zero under the null hypothesis of no abnormal performance. As shown by Fama and French, the three factor model is unable to completely describe the cross section of expected returns particularly for small, low book to market stocks that comprise a large part of the sample. IV. Results First, we report the overall issuers announcement period returns for different intervals around the issue announcement and the results based on issuer type. Second, we provide the results of regressing the announcement period returns on firm and security characteristics. Finally, we provide the long run stock price performance of the issuers. A. Announcement Period Returns Three-day abnormal stock returns to the issuing firms are reported in Table III, Panel A. For our sample of 2906 issuers, the overall announcement period return is positive and significant for all intervals. This implies that the market perceives PIPE issuer as increasing firm value. For the day -1 to +1 interval the mean (median) return is 2.24% (0.24%)and significant at the 1% level. We find that mean (median) return for the -5 to +1 window is 2.64% (0.34%) and 17

19 the mean (median) return for the -10 to +2 window is 3.64% (0.41%) and significant at the 1% level. Panel B reports the results for the issuers of common stock with and without price protection. We report the results only for the -1 to +1 interval. We find that the mean (median) stock returns are positive, 3.76% (0.82%) and significant for firms that issue equity without any reset or floating feature. The mean (median) stock price reaction is not significantly different from zero for firms that issue equity with a floating or reset feature. The difference between the two groups is not significant at conventional levels. Panel C reports the results for convertible preferred issuers. We find the stock price reaction is highest with a mean (median) return of 4.62% (1.33%) for issuers of convertible preferred stock without price protection. The mean (median) return for issuers of convertible preferred stock with price protection is not significantly different from zero. The two groups are significantly different from each other at the 1% level. Panel D reports the results for issuers of convertible debt fixed and convertible debt floating or reset securities. We find that both the mean and median announcement period returns are not significantly different from zero for both issuers. Panel E reports the results for the securities based classified by price and downside protection. We find the announcement period returns are positive and significant, with mean (median) returns of 3.98% (0.95%) for the 1595 issuers that offer securities with no downside or price protection. The mean (median) announcement period returns are zero (negative) for the 1311 issuers that offer both price and downside protection. The difference between the two groups is significant at the 1% level. 18

20 Our univariate tests show the information conveyed by issuing securities that are sensitive to firm value is positive and significantly different from the information conveyed by offering securities that are less sensitive to firm value. However our tests do not control for other firm characteristics that can vary across our sample of issuers. Hence in Table IV we report the results of cross-sectional regressions where we regress the announcement period returns for different intervals against security characteristics such as price protection, downside protection and other firm characteristics. In model 1, we regress the announcement period returns against dummy variables for price protection, downside protection, and both downside protection. The other variables we use are the EBITDA/Book Value of Assets, Offer Size/Market Value of Equity, Cash Depletion Rate and the age of the firm. In model 2 we replace EBITDA/Book Value of Assets with firm size, proxied by the log of the Book Value of Assets. We do not include both EBITDA/Book Value of Assets and firm size in the same regressions because we find that they are positively correlated; larger firms tend to have higher EBITDA/Book Value of Assets ratios. The first column of Table IV reports the results with the -1 to +1 returns as the dependent variable. The coefficient of EBITDA/Book Value of Assets is negative and significantly different from zero at the 10% level. This shows the announcement period returns are more positive for PIPE issuers that have lower EBITDA/Book Value of Assets indicating the market perceives that outside investors who invest in these PIPEs produce positive information about the issuer. The value of this information is higher for firms that are not currently doing well. The coefficient of Offer Size/Market Value of Equity is positive and significantly different from zero at the 1% level. This shows the market reaction is more positive for larger issues. The results are in sharp contrast to the evidence on equity issues in the public markets which find a negative 19

21 between offer size and the announcement period returns (Asquith and Mullins, 1986). The coefficients of burn rate and the age of the firm are not significantly different from zero. The coefficients of our three dummy variables, PP (the dummy set equal to 1 if the security offers price protection), DP (the dummy set equal to 1 if the security offers downside protection), DP_PP (the dummy set equal to 1 if the security offers both price protection and downside protection) are all negative and significantly different from zero at the 1% level. The coefficient for the price protection dummy indicates the announcement period returns would be 3% lower than a PIPE issuers when the firm offers equity securities that offer price protection alone. The R-squared of the regression is 0.03 and the F-value is 11.61, significant at the 1% level. The second column of the regression reports the results of model 2. The coefficient of Firm Size is negative and significant at the 1% level. This indicates the announcement period returns are lower for larger firms. This can possibly happen because there is more public information about larger firms and the incremental value of the information conveyed by issuing these securities is lower. The coefficients of the other variables are similar to model 1 and therefore we do not report them here. Columns 3 and 4 report the results of regressions with the days -5 to +1 as the dependent variable. Columns 5 and 6 report the results of regressions with the announcement period returns from days -10 to +2 as the dependent variable. In all regressions we find the coefficients of price protection, downside protection and both downside and price protection all negative and significant at the 1% level. Overall, we find the announcement period returns are positive and significant for issuers of securities that are more sensitive to firm value. We also find the announcement period returns are higher for smaller firms, larger issue sizes and firms that have lower EBITDA/Book Value of 20

22 Assets at issue. Our results are broadly consistent with the predictions of the information production theories of security issuance. Outsiders who invest in the PIPE issues generate information about firm value. The market revises their estimates when the outsiders invest in these new issues. B. Long Run Stock Price Performance In the previous section we analyzed the market reaction to the announcement of PIPE issues. In this section we analyze the long run stock price performance of these issuers. Loughran and Ritter (1997) and Spiess and Affleck-Graves document that public issuers of equity have poor long run stock price performance following the issue. Daniel, Hirshleifer and Subrahmanyam (1998) formalize the underreaction hypothesis. They show that subsequent abnormal performance can continue in the direction of the announcement period returns. In this part of our study we examine whether the long run stock price performance of the PIPE issuers are consistent with market efficiency hypothesis, the underreaction hypothesis, or the overoptimism hypothesis. Panel A of Table V reports the results of issuers that offer no price or downside protection. These are firms that issue straight equity or preferred stock with no floating or reset features for the nine months, eighteen months, twenty seven months and 36-month periods following the issue. The intercept in each regression measures the risk-adjusted abnormal performance of the PIPE issuers. The first column reports the results for the nine month period following the issue. The intercept is positive, 1.36 and significant at the 10% level indicating the issuing firms have a monthly excess return of 1.36% during the nine month period following the issue. The adjusted R-square of the regression is 78.82%. The coefficients of the regressions for 18 months, 27 months and 36-month intervals are not significant. 21

23 Panel B reports the results for issuers that offer downside protection. These are convertible debt issuers without any floating or reset features. The intercept of the regressions is not significant for any time periods showing that these issuers perform at the same level as their matching portfolios. Panel C reports the results for issuers that offer price protection. These include equity and preferred stock with reset or floating features. The first column reports the results for the 9 month period following the issue. The intercept is negative, , and significant at the 1% level showing that these issuers under perform their matched portfolios by 3.19% per month during the 9-month period following the issues. We find the intercept is less negative, , and, significant for the 18-month period also. The intercept is negative but not significant for the 27-month and 36-month periods following the issue. These results offer some support for the underreaction hypothesis of Daniel, Hirshleifer and Subramanyam (1998). The market only partially incorporates the information conveyed by issuing securities that offer price protection. Panel D reports the results for issuers that offer both price and downside protection to investors. These are convertible issues with a reset or floating feature. The first column reports the results for the 9-month period following issuance. The intercept is negative, , and significant at the 1% level suggesting that these issuers under perform the market by 2.48% per month during this period. We further find the intercept is negative and significant for the 18- month, 27-month and 36-month periods following the issuance. These results suggest the market only partly incorporates the information conveyed by these issuers. Hillion and Vermalen, 2004 find similar results for their sample of convertible debt issuers. Overall our results in this section offer some support for the underreaction hypothesis and are in violation of market efficiency. We find the positive announcement period returns to equity 22

24 and preferred issuers with no reset or floating features continue to persist for up to 9 months following the issue. Similarly the negative announcement period returns to issuers of less sensitive securities such as convertible reset or floating and equity reset continues to persist for up to 3 years following the issue. Although we find that issuers of convertible reset or convertible floating have poor stock price performance, the new investors in their PIPEs might still make positive abnormal returns because they typically receive warrants and other securities as part of their investment. Chaplinski and Haushalter (2005) value these securities and show that these investors are able to get positive returns inspite of the poor long run stock price performance of these issuers. V. Summary and Conclusions We examine the information conveyed by PIPE issues. A PIPE is essentially a hybrid between a public offering in the secondary markets and a private placement. The PIPEs are marketed as if they are private placements but the investor receives securities that can be traded immediately in the public markets. We examine the stock price reaction to the announcements of PIPE issues and the long run stock price performance for up to 36 months following the issue. In contrast to the finding that in the public markets the information conveyed by issuing equity is negative, we find that issuing equity PIPEs results in a positive announcement period returns. We further find that among each type of securities, the stock price reaction to the security issue is negatively related to the protections offered to the new investors. Our crosssectional regressions relating announcement period returns to firm characteristics show that the stock price reaction is more positive for larger issues and for firms that have poor operating 23

25 performance at issue. Overall, our evidence on the stock price reaction to PIPE issues is broadly consistent with the empirical predictions of Fulghieri and Lukin (2001). We also examine the long run stock price performance of the issuing firms. Our evidence is broadly consistent with the underreaction hypothesis formalized in Daniel, Hirshleifer and Subramanyam (1998). Issuers of securities that offer no downside or price protection to new investors such as equity or preferred stock with no reset or floating features outperform their matched counterparts during the nine month period following the issue. Issuers of securities that offer both price and downside protection to new investors such as convertible debt floating or reset under perform their matching portfolios for up to 36 months following the issue. References Allerhand, J., New Floorless Convertible Securities Generate Debate and Litigation, The New York Law Journal September 3, Asquith, P. and D. Mullins, 1986, Equity Issues and Offering Dilution, Journal of Financial Economics 15, Barber, B.M. and J.D. Lyon, 1997, Detecting Long-Run Abnormal Stock Returns: The Empirical Power and Specification of Test Statistics, Journal of Financial Economics 43, Brennan, M.,1985, Costless Financing Under Asymmetric Information, WorkingPaper, UCLA. Brown, S.J. and J.B. Warner, 1985, Using Daily Stock Returns: The Case of Event Studies, Journal of Financial Economics 14 (1), Brophy, D., P.G. Ouimet, and C. Sialm, 2006, PIPE Dreams? The Performance of Companies Issuing Equity Privately, Working Paper, University of Michigan. Chaplinski, S. and D. Haushalter, 2005, Financing Under Extreme Uncertainty: Evidence from PIPEs, Working Paper, University of Virginia. Cramer, James, A Deal With The Devil, Part I The Street.com, September 24,

26 Cramer, James, A Deal With The Devil, Part II, The Street.com, September 24, Daniel, K, D. Hirshleifer, and A. Subramanyam, 1998, Investor Psychology and Security Market Under and Overreactions, Journal of Finance 53, Dresner, S. and E.K. Kim, 2003, PIPEs: A Guide to Private Investments in Public Equity, Bloomberg Press. Fama, Eugene, 1998, Market Efficiency, Long Term Returns, and Behavioral Finance, Journal of Financial Economics 49, Fama, E. and K.R. French, 1993, Common Risk Factors in the Returns on Stocks and Bonds, Journal of Financial Economics 33, Fulghieri, P and D. Lukin, 2001, Information Production, Dilution Costs and Optimal Security Design, Journal of Financial Economics 61, Gomes, A and G. Phillips, 2004, Why do Public Firms Issue Private and Public Equity, Convertibles and Debt? Working Paper, University of Pennsylvania. Hertzel, M. and R.L. Smith, 1993, Market Discounts and Shareholder Gains for Placing Equity Privately, Journal of Finance 48, Hertzel, M., M. Lemmon, J. Linck, and L. Rees, 2002, Long Run Performance following Private Placement of Equity Journal of Finance, 27, Hillion P. and T. Vermalen, 2004, Death Spiral Convertibles, Journal of Financial Economics 71 (2), Kothari, S.P. and J.B. Warner, 1997, Measuring Long Horizon Security Performance, Journal of Financial Economics 43, Krishnamurthy, S., P. Spindt, and V. Subramaniam, and T. Woidtke, 2005, Does Investor Identity Matter inequity Issues? Evidence from Private Placements, Journal of Financial Intermediation 14, Lemmon, M. and J. Zender, 2002, Debt Capacity and Tests of Capital Structure Theories, Working Paper, University of Utah. Loughran, T. and J.R. Ritter, 1997, The Operating Performance of Firms conducting Seasoned Equity Offerings, Journal of Finance 52, Masulis, R.W. and A.N. Korwar, 1986, Seasoned Equity Offerings: An Empirical Investigation, Journal of Financial Economics 15,

27 Nachman, D. and T. Noe, 1994, Optimal Design of Securities under Asymmetric Information, Review of Financial Studies 7, Narayanan, M.P. 1988, Debt versus Equity under Asymmetric Information, Journal of Financial and Quantitative Analysis 23, Spiess, D.K. and J. A. Graves, 1995, Underperformance in Long-Run Stock Returns Following Seasoned Equity Offerings, Journal of Financial Economics 38, Sunder, L. and S.C. Myers, 1999, Testing Static Tradeoff Against Pecking Order Models of Capital Structure, Journal of Financial Economics 51 (2), Mitchell, M and E. Stafford, 2000, Managerial Decisions and Long Run Stock Price Performance, Journal of Business 73, Wruck, K., 1989, Equity Concentration and Firm Value: Evidence from Private Equity Financing, Journal of Financial Economics 23,

28 Table I. Distribution of PIPE Issues by Calendar Year and Type The distribution of 2906 PIPE issues by industrial firms by year and type of issue during the period From the original data of 5668 observations taken from the Placement Tracker company database, the following table includes issues of firms which have data available in both CRSP and Compustat, and where the type of PIPE issue is clearly identifiable. Year All PIPE Issues Common Stock Common Stock with Reset Convertible Preferred Fixed Convertible Preferred Floating or Reset Convertible Debt Fixed Convertible Debt Floating or Reset Total

29 Table II. Mean and Median Statistics for PIPE Issuers Mean and median values of characteristics of 2906 PIPE issues by industrial firms during the period The sample is taken from the Placement Tracker database. Except for offer size, values are for the year prior to the issue. Pretax operating cash flow is defined as net sales, minus cost of goods sold, minus selling and administrative expenses, but before deducting interest, depreciation, and amortization expenses. Cash flow to book value is pretax operating cash flow divided by the book value of total assets and measures the sample firm s raw performance. Capitalization is market price of shares times shares outstanding. Offer size is the dollar value of the issue. Issue discount is calculated as (1 (purchase price of issued equity /market price of present equity))x100. This measure is the percentage that the issue is below the market price of existing stock and is calculated only for equity offerings. If the cash flow from operations (compustat data308) is negative, cash depletion rate is the absolute value of cash flow from operations divided by cash and short term investments (compustat data01). If cash flow from operations is positive, cash depletion rate is set to zero. Age is the number of years firm is listed on an exchange before the issue. Variable Book Value ($MM) Mean (Median) Observations All PIPE Issues ( 40.58) 2906 Common Stock (30.16) 1174 Common Stock with Reset (27.81) 40 Convertible Preferred Fixed (67.72) 421 Convertible Preferred Floating or Reset (22.75) 424 Convertible Debt Fixed (244.25) 619 Convertible Debt Floating or Reset (28.48) 228 Pretax Operating Cash Flow in ($MM) ( -4.36) (-5.88) (-5.27) (-4.82) (-4.64) (8.03) (-4.43) 228 Cash Flow to Book (-0.17) (-0.26) (-0.27) (-0.13) (-0.27) (-0.04) (-0.18) 228 Capitalization ($MM) (84.88) (80.54) (73.28) (58.38) (49.99) (615.91) (62.92) 228 Offer Size ($MM) (8.00) (7.00) (5.00) (10.00) (5.00) (115.00) (4.50) 228 Offer Size to Capitalization 0.18 (0.11) (0.10) (0.06) (0.16) (0.10) (0.12) (0.09) 228 Issue Discount (% below market price) 6.75% (10.14%) % (9.94%) 40 Cash Depletion Rate (0.63) (0.69) (1.03) (0.64) (1.12) (0.00) (1.09) 226 Age 7.74 (5.00) (5.00) (5.00) (5.00) (5.00) (6.00) (5.00) 228 Tobin s q 4.17 (2.46) (2.88) (2.88) (1.82) (2.96) (2.12) (

PIPE Dreams? The Impact of Security Structure and Investor Composition on the Stock Price Performance of Companies Issuing Equity Privately

PIPE Dreams? The Impact of Security Structure and Investor Composition on the Stock Price Performance of Companies Issuing Equity Privately PIPE Dreams? The Impact of Security Structure and Investor Composition on the Stock Price Performance of Companies Issuing Equity Privately David J. Brophy, Paige P. Ouimet, and Clemens Sialm University

More information

Long-Run Performance following Private Placements of Equity

Long-Run Performance following Private Placements of Equity THE JOURNAL OF FINANCE VOL. LVII, NO. 6 DECEMBER 2002 Long-Run Performance following Private Placements of Equity MICHAEL HERTZEL, MICHAEL LEMMON, JAMES S. LINCK, and LYNN REES* ABSTRACT Public firms that

More information

Investor Behavior and the Timing of Secondary Equity Offerings

Investor Behavior and the Timing of Secondary Equity Offerings Investor Behavior and the Timing of Secondary Equity Offerings Dalia Marciukaityte College of Administration and Business Louisiana Tech University P.O. Box 10318 Ruston, LA 71272 E-mail: DMarciuk@cab.latech.edu

More information

Long-term Equity and Operating Performances following Straight and Convertible Debt Issuance in the U.S. *

Long-term Equity and Operating Performances following Straight and Convertible Debt Issuance in the U.S. * Asia-Pacific Journal of Financial Studies (2009) v38 n3 pp337-374 Long-term Equity and Operating Performances following Straight and Convertible Debt Issuance in the U.S. * Mookwon Jung Kookmin University,

More information

The Journal of Applied Business Research January/February 2013 Volume 29, Number 1

The Journal of Applied Business Research January/February 2013 Volume 29, Number 1 Stock Price Reactions To Debt Initial Public Offering Announcements Kelly Cai, University of Michigan Dearborn, USA Heiwai Lee, University of Michigan Dearborn, USA ABSTRACT We examine the valuation effect

More information

Stock Price Behavior of Pure Capital Structure Issuance and Cancellation Announcements

Stock Price Behavior of Pure Capital Structure Issuance and Cancellation Announcements Stock Price Behavior of Pure Capital Structure Issuance and Cancellation Announcements Robert M. Hull Abstract I examine planned senior-for-junior and junior-for-senior transactions that are subsequently

More information

Information Transfers across Same-Sector Funds When Closed-End Funds Issue Equity

Information Transfers across Same-Sector Funds When Closed-End Funds Issue Equity The Financial Review 37 (2002) 551--561 Information Transfers across Same-Sector Funds When Closed-End Funds Issue Equity Eric J. Higgins Kansas State University Shawn Howton Villanova University Shelly

More information

Financing under Extreme Uncertainty: Evidence from PIPEs

Financing under Extreme Uncertainty: Evidence from PIPEs Financing under Extreme Uncertainty: Evidence from PIPEs Susan Chaplinsky * and David Haushalter First Draft: March 2003 Latest Draft: September 2003 Not for Quotation, Comments Welcome * Corresponding

More information

Further Evidence on the Performance of Funds of Funds: The Case of Real Estate Mutual Funds. Kevin C.H. Chiang*

Further Evidence on the Performance of Funds of Funds: The Case of Real Estate Mutual Funds. Kevin C.H. Chiang* Further Evidence on the Performance of Funds of Funds: The Case of Real Estate Mutual Funds Kevin C.H. Chiang* School of Management University of Alaska Fairbanks Fairbanks, AK 99775 Kirill Kozhevnikov

More information

Asset Buyers and Leverage. Khaled Amira* Kose John** Alexandros P. Prezas*** and. Gopala K. Vasudevan**** October 2009

Asset Buyers and Leverage. Khaled Amira* Kose John** Alexandros P. Prezas*** and. Gopala K. Vasudevan**** October 2009 Asset Buyers and Leverage Khaled Amira* Kose John** Alexandros P. Prezas*** and Gopala K. Vasudevan**** October 2009 *Assistant Professor of Finance, Sawyer Business School, Suffolk University, **Charles

More information

Are Bank Loans Special? Evidence on the Post-Announcement Performance of Bank Borrowers

Are Bank Loans Special? Evidence on the Post-Announcement Performance of Bank Borrowers Are Bank Loans Special? Evidence on the Post-Announcement Performance of Bank Borrowers by Matthew T. Billett a Henry B. Tippie College of Business, University of Iowa Mark J. Flannery b Warrington College

More information

Appendix. In this Appendix, we present the construction of variables, data source, and some empirical procedures.

Appendix. In this Appendix, we present the construction of variables, data source, and some empirical procedures. Appendix In this Appendix, we present the construction of variables, data source, and some empirical procedures. A.1. Variable Definition and Data Source Variable B/M CAPX/A Cash/A Cash flow volatility

More information

Financing under Extreme Risk: Contract Terms and Returns to Private Investments in Public Equity *

Financing under Extreme Risk: Contract Terms and Returns to Private Investments in Public Equity * Financing under Extreme Risk: Contract Terms and Returns to Private Investments in Public Equity * Susan Chaplinsky a and David Haushalter b a Darden Graduate School of Business, University of Virginia,

More information

NBER WORKING PAPER SERIES DO SHAREHOLDERS OF ACQUIRING FIRMS GAIN FROM ACQUISITIONS? Sara B. Moeller Frederik P. Schlingemann René M.

NBER WORKING PAPER SERIES DO SHAREHOLDERS OF ACQUIRING FIRMS GAIN FROM ACQUISITIONS? Sara B. Moeller Frederik P. Schlingemann René M. NBER WORKING PAPER SERIES DO SHAREHOLDERS OF ACQUIRING FIRMS GAIN FROM ACQUISITIONS? Sara B. Moeller Frederik P. Schlingemann René M. Stulz Working Paper 9523 http://www.nber.org/papers/w9523 NATIONAL

More information

Does Earnings Management Explain the Performance of Canadian Private. Placements of Equity?

Does Earnings Management Explain the Performance of Canadian Private. Placements of Equity? Does Earnings Management Explain the Performance of Canadian Private Placements of Equity? MAHER KOOLI Maher Kooli is a associate professor of finance in the School of Business and Management at University

More information

The Long-Run Performance of Firms Following Loan Announcements

The Long-Run Performance of Firms Following Loan Announcements The Long-Run Performance of Firms Following Loan Announcements by Matthew T. Billett a Henry B. Tippie College of Business, University of Iowa Mark J. Flannery b Warrington College of Business, University

More information

The Long-Run Performance of Sponsored and Conventional Spin-offs. April Klein. Stern School of Business. New York University. and.

The Long-Run Performance of Sponsored and Conventional Spin-offs. April Klein. Stern School of Business. New York University. and. The Long-Run Performance of Sponsored and Conventional Spin-offs by April Klein Stern School of Business New York University and James Rosenfeld Goizueta Business School Emory University Address Correspondence

More information

Cash Shortage and Post-SEO Stock Performance

Cash Shortage and Post-SEO Stock Performance Cash Shortage and Post-SEO Stock Performance By Qiuyu Chen A Thesis submitted to the Faculty of Graduate Studies of The University of Manitoba in partial fulfilment of the requirements of the degree of

More information

Risk changes around convertible debt offerings

Risk changes around convertible debt offerings Journal of Corporate Finance 8 (2002) 67 80 www.elsevier.com/locate/econbase Risk changes around convertible debt offerings Craig M. Lewis a, *, Richard J. Rogalski b, James K. Seward c a Owen Graduate

More information

Asian Economic and Financial Review THE CAPITAL INVESTMENT INCREASES AND STOCK RETURNS

Asian Economic and Financial Review THE CAPITAL INVESTMENT INCREASES AND STOCK RETURNS Asian Economic and Financial Review ISSN(e): 2222-6737/ISSN(p): 2305-2147 journal homepage: http://www.aessweb.com/journals/5002 THE CAPITAL INVESTMENT INCREASES AND STOCK RETURNS Jung Fang Liu 1 --- Nicholas

More information

Real Estate Ownership by Non-Real Estate Firms: The Impact on Firm Returns

Real Estate Ownership by Non-Real Estate Firms: The Impact on Firm Returns Real Estate Ownership by Non-Real Estate Firms: The Impact on Firm Returns Yongheng Deng and Joseph Gyourko 1 Zell/Lurie Real Estate Center at Wharton University of Pennsylvania Prepared for the Corporate

More information

The Role of Credit Ratings in the. Dynamic Tradeoff Model. Viktoriya Staneva*

The Role of Credit Ratings in the. Dynamic Tradeoff Model. Viktoriya Staneva* The Role of Credit Ratings in the Dynamic Tradeoff Model Viktoriya Staneva* This study examines what costs and benefits of debt are most important to the determination of the optimal capital structure.

More information

Does Calendar Time Portfolio Approach Really Lack Power?

Does Calendar Time Portfolio Approach Really Lack Power? International Journal of Business and Management; Vol. 9, No. 9; 2014 ISSN 1833-3850 E-ISSN 1833-8119 Published by Canadian Center of Science and Education Does Calendar Time Portfolio Approach Really

More information

Sources of Financing in Different Forms of Corporate Liquidity and the Performance of M&As

Sources of Financing in Different Forms of Corporate Liquidity and the Performance of M&As Sources of Financing in Different Forms of Corporate Liquidity and the Performance of M&As Zhenxu Tong * University of Exeter Jian Liu ** University of Exeter This draft: August 2016 Abstract We examine

More information

Short Selling and the Subsequent Performance of Initial Public Offerings

Short Selling and the Subsequent Performance of Initial Public Offerings Short Selling and the Subsequent Performance of Initial Public Offerings Biljana Seistrajkova 1 Swiss Finance Institute and Università della Svizzera Italiana August 2017 Abstract This paper examines short

More information

THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF FINANCE

THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF FINANCE THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF FINANCE EXAMINING THE IMPACT OF THE MARKET RISK PREMIUM BIAS ON THE CAPM AND THE FAMA FRENCH MODEL CHRIS DORIAN SPRING 2014 A thesis

More information

THE EFFECTS AND COMPETITIVE EFFECTS OF SEASONED EQUITY OFFERINGS. Mikel Hoppenbrouwers Master Thesis Finance Program

THE EFFECTS AND COMPETITIVE EFFECTS OF SEASONED EQUITY OFFERINGS. Mikel Hoppenbrouwers Master Thesis Finance Program Firms conducting SEOs outperform nonissuing firms in the same industry. THE EFFECTS AND COMPETITIVE EFFECTS OF SEASONED EQUITY OFFERINGS The Impact on Stock Price Performance Mikel Hoppenbrouwers Master

More information

Journal Of Financial And Strategic Decisions Volume 10 Number 2 Summer 1997 AN ANALYSIS OF VALUE LINE S ABILITY TO FORECAST LONG-RUN RETURNS

Journal Of Financial And Strategic Decisions Volume 10 Number 2 Summer 1997 AN ANALYSIS OF VALUE LINE S ABILITY TO FORECAST LONG-RUN RETURNS Journal Of Financial And Strategic Decisions Volume 10 Number 2 Summer 1997 AN ANALYSIS OF VALUE LINE S ABILITY TO FORECAST LONG-RUN RETURNS Gary A. Benesh * and Steven B. Perfect * Abstract Value Line

More information

Capital Market Conditions and the Pricing of Private Equity Sales by Public Firms *

Capital Market Conditions and the Pricing of Private Equity Sales by Public Firms * Capital Market Conditions and the Pricing of Private Equity Sales by Public Firms * Mark R. Huson University of Alberta Paul H. Malatesta University of Washington Robert Parrino University of Texas at

More information

The Puzzle of Frequent and Large Issues of Debt and Equity

The Puzzle of Frequent and Large Issues of Debt and Equity The Puzzle of Frequent and Large Issues of Debt and Equity Rongbing Huang and Jay R. Ritter This Draft: October 23, 2018 ABSTRACT More frequent, larger, and more recent debt and equity issues in the prior

More information

Optimal Debt-to-Equity Ratios and Stock Returns

Optimal Debt-to-Equity Ratios and Stock Returns Utah State University DigitalCommons@USU All Graduate Plan B and other Reports Graduate Studies 5-2014 Optimal Debt-to-Equity Ratios and Stock Returns Courtney D. Winn Utah State University Follow this

More information

The Economics of PIPE Investing

The Economics of PIPE Investing The Economics of PIPE Investing Michael W. Schwert Ohio State University and Michael S. Weisbach Ohio State University and NBER February 23, 2017 Abstract This paper investigates the pricing of private

More information

Deviations from Optimal Corporate Cash Holdings and the Valuation from a Shareholder s Perspective

Deviations from Optimal Corporate Cash Holdings and the Valuation from a Shareholder s Perspective Deviations from Optimal Corporate Cash Holdings and the Valuation from a Shareholder s Perspective Zhenxu Tong * University of Exeter Abstract The tradeoff theory of corporate cash holdings predicts that

More information

Liquidity and IPO performance in the last decade

Liquidity and IPO performance in the last decade Liquidity and IPO performance in the last decade Saurav Roychoudhury Associate Professor School of Management and Leadership Capital University Abstract It is well documented by that if long run IPO underperformance

More information

Are Dividend Changes a Sign of Firm Maturity?

Are Dividend Changes a Sign of Firm Maturity? Are Dividend Changes a Sign of Firm Maturity? Gustavo Grullon * Rice University Roni Michaely Cornell University Bhaskaran Swaminathan Cornell University Forthcoming in The Journal of Business * We thank

More information

An Empirical Investigation of the Lease-Debt Relation in the Restaurant and Retail Industry

An Empirical Investigation of the Lease-Debt Relation in the Restaurant and Retail Industry University of Massachusetts Amherst ScholarWorks@UMass Amherst International CHRIE Conference-Refereed Track 2011 ICHRIE Conference Jul 28th, 4:45 PM - 4:45 PM An Empirical Investigation of the Lease-Debt

More information

Decimalization and Illiquidity Premiums: An Extended Analysis

Decimalization and Illiquidity Premiums: An Extended Analysis Utah State University DigitalCommons@USU All Graduate Plan B and other Reports Graduate Studies 5-2015 Decimalization and Illiquidity Premiums: An Extended Analysis Seth E. Williams Utah State University

More information

Does acquirer R&D level predict post-acquisition returns?

Does acquirer R&D level predict post-acquisition returns? Does acquirer R&D level predict post-acquisition returns? JUHA-PEKKA KALLUNKI University of Oulu, Department of Accounting and Finance ELINA PYYKKÖ University of Oulu, Department of Accounting and Finance

More information

DO TARGET PRICES PREDICT RATING CHANGES? Ombretta Pettinato

DO TARGET PRICES PREDICT RATING CHANGES? Ombretta Pettinato DO TARGET PRICES PREDICT RATING CHANGES? Ombretta Pettinato Abstract Both rating agencies and stock analysts valuate publicly traded companies and communicate their opinions to investors. Empirical evidence

More information

Two Essays on Convertible Debt. Albert W. Bremser

Two Essays on Convertible Debt. Albert W. Bremser Two Essays on Convertible Debt by Albert W. Bremser Dissertation submitted to the Faculty of the Virginia Polytechnic Institute and State University in partial fulfillment of the requirements for the degree

More information

Economics of Behavioral Finance. Lecture 3

Economics of Behavioral Finance. Lecture 3 Economics of Behavioral Finance Lecture 3 Security Market Line CAPM predicts a linear relationship between a stock s Beta and its excess return. E[r i ] r f = β i E r m r f Practically, testing CAPM empirically

More information

Stock price synchronicity and the role of analyst: Do analysts generate firm-specific vs. market-wide information?

Stock price synchronicity and the role of analyst: Do analysts generate firm-specific vs. market-wide information? Stock price synchronicity and the role of analyst: Do analysts generate firm-specific vs. market-wide information? Yongsik Kim * Abstract This paper provides empirical evidence that analysts generate firm-specific

More information

Online Appendix to. The Value of Crowdsourced Earnings Forecasts

Online Appendix to. The Value of Crowdsourced Earnings Forecasts Online Appendix to The Value of Crowdsourced Earnings Forecasts This online appendix tabulates and discusses the results of robustness checks and supplementary analyses mentioned in the paper. A1. Estimating

More information

What Drives the Earnings Announcement Premium?

What Drives the Earnings Announcement Premium? What Drives the Earnings Announcement Premium? Hae mi Choi Loyola University Chicago This study investigates what drives the earnings announcement premium. Prior studies have offered various explanations

More information

The long-run performance of stock returns following debt o!erings

The long-run performance of stock returns following debt o!erings Journal of Financial Economics 54 (1999) 45}73 The long-run performance of stock returns following debt o!erings D. Katherine Spiess*, John A%eck-Graves Department of Finance and Business Economics, University

More information

Corporate disclosure, information uncertainty and investors behavior: A test of the overconfidence effect on market reaction to goodwill write-offs

Corporate disclosure, information uncertainty and investors behavior: A test of the overconfidence effect on market reaction to goodwill write-offs Corporate disclosure, information uncertainty and investors behavior: A test of the overconfidence effect on market reaction to goodwill write-offs VERONIQUE BESSIERE and PATRICK SENTIS CR2M University

More information

Managerial Insider Trading and Opportunism

Managerial Insider Trading and Opportunism Managerial Insider Trading and Opportunism Mehmet E. Akbulut 1 Department of Finance College of Business and Economics California State University Fullerton Abstract This paper examines whether managers

More information

Testing the Robustness of. Long-Term Under-Performance of. UK Initial Public Offerings

Testing the Robustness of. Long-Term Under-Performance of. UK Initial Public Offerings Testing the Robustness of Long-Term Under-Performance of UK Initial Public Offerings by Susanne Espenlaub* Alan Gregory** and Ian Tonks*** 22 July, 1998 * Manchester School of Accounting and Finance, University

More information

Bessembinder / Zhang (2013): Firm characteristics and long-run stock returns after corporate events. Discussion by Henrik Moser April 24, 2015

Bessembinder / Zhang (2013): Firm characteristics and long-run stock returns after corporate events. Discussion by Henrik Moser April 24, 2015 Bessembinder / Zhang (2013): Firm characteristics and long-run stock returns after corporate events Discussion by Henrik Moser April 24, 2015 Motivation of the paper 3 Authors review the connection of

More information

Long-run Stock Performance following Stock Repurchases

Long-run Stock Performance following Stock Repurchases Long-run Stock Performance following Stock Repurchases Ken C. Yook The Johns Hopkins Carey Business School 100 N. Charles Street Baltimore, MD 21201 Phone: (410) 516-8583 E-mail: kyook@jhu.edu 1 Long-run

More information

Market Timing in Private Placements of Seasoned Equity

Market Timing in Private Placements of Seasoned Equity Market Timing in Private Placements of Seasoned Equity Yong Huang, Konari Uchida and Daolin Zha Sept. 15, 2016, Tokyo JSPS Core-to-Core Program Workshop INCAS-2nd Workshop 1. Introduction Different motivations:

More information

The relationship between share repurchase announcement and share price behaviour

The relationship between share repurchase announcement and share price behaviour The relationship between share repurchase announcement and share price behaviour Name: P.G.J. van Erp Submission date: 18/12/2014 Supervisor: B. Melenberg Second reader: F. Castiglionesi Master Thesis

More information

Event Study. Dr. Qiwei Chen

Event Study. Dr. Qiwei Chen Event Study Dr. Qiwei Chen Event Study Analysis Definition: An event study attempts to measure the valuation effects of an economic event, such as a merger or earnings announcement, by examining the response

More information

Seasonal Analysis of Abnormal Returns after Quarterly Earnings Announcements

Seasonal Analysis of Abnormal Returns after Quarterly Earnings Announcements Seasonal Analysis of Abnormal Returns after Quarterly Earnings Announcements Dr. Iqbal Associate Professor and Dean, College of Business Administration The Kingdom University P.O. Box 40434, Manama, Bahrain

More information

Exploiting Factor Autocorrelation to Improve Risk Adjusted Returns

Exploiting Factor Autocorrelation to Improve Risk Adjusted Returns Exploiting Factor Autocorrelation to Improve Risk Adjusted Returns Kevin Oversby 22 February 2014 ABSTRACT The Fama-French three factor model is ubiquitous in modern finance. Returns are modeled as a linear

More information

Earnings Management and the Long-Run Underperformance of Firms Following Convertible Bond Offers

Earnings Management and the Long-Run Underperformance of Firms Following Convertible Bond Offers Journal of Business Finance & Accounting, 36(1) & (2), 73 98, January/March 2009, 0306-686X doi: 10.1111/j.1468-5957.2008.02120.x Earnings Management and the Long-Run Underperformance of Firms Following

More information

The Certification Role of Insider Participation in Private Placements

The Certification Role of Insider Participation in Private Placements The Certification Role of Insider Participation in Private Placements Ioannis V. Floros a*, Nandu J. Nagarajan b and Shiva Sivaramakrishnan c a College of Business, Iowa State University, ivfloros@iastate.edu

More information

Information asymmetry and the FASB s multi-period adoption policy: the case of SFAS no. 115

Information asymmetry and the FASB s multi-period adoption policy: the case of SFAS no. 115 OC13090 FASB s multi-period adoption policy: the case of SFAS no. 115 Daniel R. Brickner Eastern Michigan University Abstract This paper examines Financial Accounting Standard No. 115 with respect to the

More information

Stock Price Reaction to Brokers Recommendation Updates and Their Quality Joon Young Song

Stock Price Reaction to Brokers Recommendation Updates and Their Quality Joon Young Song Stock Price Reaction to Brokers Recommendation Updates and Their Quality Joon Young Song Abstract This study presents that stock price reaction to the recommendation updates really matters with the recommendation

More information

Are Private Placement Announcement Returns Really Positive? On the Information Content of Repeated PIPE Offerings

Are Private Placement Announcement Returns Really Positive? On the Information Content of Repeated PIPE Offerings Are Private Placement Announcement Returns Really Positive? On the Information Content of Repeated PIPE Offerings IOANNIS V. FLOROS and TRAVIS R. A. SAPP* This version: February 6, 2010 JEL Classifications:

More information

The Effect of Kurtosis on the Cross-Section of Stock Returns

The Effect of Kurtosis on the Cross-Section of Stock Returns Utah State University DigitalCommons@USU All Graduate Plan B and other Reports Graduate Studies 5-2012 The Effect of Kurtosis on the Cross-Section of Stock Returns Abdullah Al Masud Utah State University

More information

Private placements and managerial entrenchment

Private placements and managerial entrenchment Journal of Corporate Finance 13 (2007) 461 484 www.elsevier.com/locate/jcorpfin Private placements and managerial entrenchment Michael J. Barclay a,, Clifford G. Holderness b, Dennis P. Sheehan c a University

More information

Corporate Valuation and Financing

Corporate Valuation and Financing Corporate Valuation and Financing Empirical Capital Structure Prof H. Pirotte Questions 2 What level of debt? What financing next time? Determinants in practice? Weight of determinants? Impact on securities

More information

Long Run Stock Returns after Corporate Events Revisited. Hendrik Bessembinder. W.P. Carey School of Business. Arizona State University.

Long Run Stock Returns after Corporate Events Revisited. Hendrik Bessembinder. W.P. Carey School of Business. Arizona State University. Long Run Stock Returns after Corporate Events Revisited Hendrik Bessembinder W.P. Carey School of Business Arizona State University Feng Zhang David Eccles School of Business University of Utah May 2017

More information

Post-Earnings-Announcement Drift: The Role of Revenue Surprises and Earnings Persistence

Post-Earnings-Announcement Drift: The Role of Revenue Surprises and Earnings Persistence Post-Earnings-Announcement Drift: The Role of Revenue Surprises and Earnings Persistence Joshua Livnat Department of Accounting Stern School of Business Administration New York University 311 Tisch Hall

More information

CEO Compensation Structure and Seasoned Equity Offerings: the Impact of Dodd-Frank Act

CEO Compensation Structure and Seasoned Equity Offerings: the Impact of Dodd-Frank Act CEO Compensation Structure and Seasoned Equity Offerings: the Impact of Dodd-Frank Act Yi Zheng College of Business, University of North Texas Current Version: May 2, 2016 ABSTRACT: I investigate the relation

More information

Is the Abnormal Return Following Equity Issuances Anomalous?

Is the Abnormal Return Following Equity Issuances Anomalous? Is the Abnormal Return Following Equity Issuances Anomalous? Alon Brav, Duke University Christopher Geczy, University of Pennsylvania Paul A. Gompers, Harvard University * December 1998 We investigate

More information

Does shareholder coordination matter? Evidence from private placements

Does shareholder coordination matter? Evidence from private placements Does shareholder coordination matter? Evidence from private placements Indraneel Chakraborty and Nickolay Gantchev September 11, 2012 Abstract We propose a new role for private investments in public equity

More information

Journal of Financial and Strategic Decisions Volume 11 Number 2 Fall 1998 THE INFORMATION CONTENT OF THE ADOPTION OF CLASSIFIED BOARD PROVISIONS

Journal of Financial and Strategic Decisions Volume 11 Number 2 Fall 1998 THE INFORMATION CONTENT OF THE ADOPTION OF CLASSIFIED BOARD PROVISIONS Journal of Financial and Strategic Decisions Volume 11 Number 2 Fall 1998 THE INFORMATION CONTENT OF THE ADOPTION OF CLASSIFIED BOARD PROVISIONS Philip H. Siegel * and Khondkar E. Karim * Abstract The

More information

Journal Of Financial And Strategic Decisions Volume 9 Number 3 Fall 1996

Journal Of Financial And Strategic Decisions Volume 9 Number 3 Fall 1996 Journal Of Financial And Strategic Decisions Volume 9 Number 3 Fall 1996 AN ANALYSIS OF SHAREHOLDER REACTION TO DIVIDEND ANNOUNCEMENTS IN BULL AND BEAR MARKETS Scott D. Below * and Keith H. Johnson **

More information

Debt vs. equity: analysis using shelf offerings under universal shelf registrations

Debt vs. equity: analysis using shelf offerings under universal shelf registrations Debt vs. equity: analysis using shelf offerings under universal shelf registrations Sigitas Karpavičius Jo-Ann Suchard January 15, 2009 Abstract The goal of this paper is to examine the factors that determine

More information

Cross Border Carve-out Initial Returns and Long-term Performance

Cross Border Carve-out Initial Returns and Long-term Performance Financial Decisions, Winter 2012, Article 3 Abstract Cross Border Carve-out Initial Returns and Long-term Performance Thomas H. Thompson Lamar University This study examines initial period and three-year

More information

Journal Of Financial And Strategic Decisions Volume 7 Number 3 Fall 1994 ASYMMETRIC INFORMATION: THE CASE OF BANK LOAN COMMITMENTS

Journal Of Financial And Strategic Decisions Volume 7 Number 3 Fall 1994 ASYMMETRIC INFORMATION: THE CASE OF BANK LOAN COMMITMENTS Journal Of Financial And Strategic Decisions Volume 7 Number 3 Fall 1994 ASYMMETRIC INFORMATION: THE CASE OF BANK LOAN COMMITMENTS James E. McDonald * Abstract This study analyzes common stock return behavior

More information

Keywords: Equity firms, capital structure, debt free firms, debt and stocks.

Keywords: Equity firms, capital structure, debt free firms, debt and stocks. Working Paper 2009-WP-04 May 2009 Performance of Debt Free Firms Tarek Zaher Abstract: This paper compares the performance of portfolios of debt free firms to comparable portfolios of leveraged firms.

More information

MARCIA MILLON CORNETT, HAMID MEHRAN, and HASSAN TEHRANIAN* ABSTRACT

MARCIA MILLON CORNETT, HAMID MEHRAN, and HASSAN TEHRANIAN* ABSTRACT THE JOURNAL OF FINANCE VOL. LIII, NO. 6 DECEMBER 1998 Are Financial Markets Overly Optimistic about the Prospects of Firms That Issue Equity? Evidence from Voluntary versus Involuntary Equity Issuances

More information

Discounting and Underpricing of REIT Seasoned Equity Offers

Discounting and Underpricing of REIT Seasoned Equity Offers Discounting and Underpricing of REIT Seasoned Equity Offers Author Kimberly R. Goodwin Abstract For seasoned equity offerings, the discounting of the offer price from the closing price on the previous

More information

Does Book-to-Market Equity Proxy for Distress Risk or Overreaction? John M. Griffin and Michael L. Lemmon *

Does Book-to-Market Equity Proxy for Distress Risk or Overreaction? John M. Griffin and Michael L. Lemmon * Does Book-to-Market Equity Proxy for Distress Risk or Overreaction? by John M. Griffin and Michael L. Lemmon * December 2000. * Assistant Professors of Finance, Department of Finance- ASU, PO Box 873906,

More information

Securities Market Regulation and Private Equity Placements in China

Securities Market Regulation and Private Equity Placements in China Securities Market Regulation and Private Equity s in China Nathan Dong 1 Ming Gu 2 Hua He 3 1 Columbia University 2 Renmin University of China 3 Cheung Kong Graduate School of Business September 15, 2016

More information

Liquidity skewness premium

Liquidity skewness premium Liquidity skewness premium Giho Jeong, Jangkoo Kang, and Kyung Yoon Kwon * Abstract Risk-averse investors may dislike decrease of liquidity rather than increase of liquidity, and thus there can be asymmetric

More information

Investor Demand in Bookbuilding IPOs: The US Evidence

Investor Demand in Bookbuilding IPOs: The US Evidence Investor Demand in Bookbuilding IPOs: The US Evidence Yiming Qian University of Iowa Jay Ritter University of Florida An Yan Fordham University August, 2014 Abstract Existing studies of auctioned IPOs

More information

Is Information Risk Priced for NASDAQ-listed Stocks?

Is Information Risk Priced for NASDAQ-listed Stocks? Is Information Risk Priced for NASDAQ-listed Stocks? Kathleen P. Fuller School of Business Administration University of Mississippi kfuller@bus.olemiss.edu Bonnie F. Van Ness School of Business Administration

More information

Research Methods in Accounting

Research Methods in Accounting 01130591 Research Methods in Accounting Capital Markets Research in Accounting Dr Polwat Lerskullawat: fbuspwl@ku.ac.th Dr Suthawan Prukumpai: fbusswp@ku.ac.th Assoc Prof Tipparat Laohavichien: fbustrl@ku.ac.th

More information

Do Investors Fully Understand the Implications of the Persistence of Revenue and Expense Surprises for Future Prices?

Do Investors Fully Understand the Implications of the Persistence of Revenue and Expense Surprises for Future Prices? Do Investors Fully Understand the Implications of the Persistence of Revenue and Expense Surprises for Future Prices? Narasimhan Jegadeesh Dean s Distinguished Professor Goizueta Business School Emory

More information

The Impact of Optimistic and Pessimistic Managers on Firm Performance and Corporate Decisions

The Impact of Optimistic and Pessimistic Managers on Firm Performance and Corporate Decisions Working Paper The Impact of Optimistic and Pessimistic Managers on Firm Performance and Corporate Decisions Jens Martin 1 Swiss Finance Institute, University of Lugano May 2008 This paper investigates

More information

CAN AGENCY COSTS OF DEBT BE REDUCED WITHOUT EXPLICIT PROTECTIVE COVENANTS? THE CASE OF RESTRICTION ON THE SALE AND LEASE-BACK ARRANGEMENT

CAN AGENCY COSTS OF DEBT BE REDUCED WITHOUT EXPLICIT PROTECTIVE COVENANTS? THE CASE OF RESTRICTION ON THE SALE AND LEASE-BACK ARRANGEMENT CAN AGENCY COSTS OF DEBT BE REDUCED WITHOUT EXPLICIT PROTECTIVE COVENANTS? THE CASE OF RESTRICTION ON THE SALE AND LEASE-BACK ARRANGEMENT Jung, Minje University of Central Oklahoma mjung@ucok.edu Ellis,

More information

Complete Dividend Signal

Complete Dividend Signal Complete Dividend Signal Ravi Lonkani 1 ravi@ba.cmu.ac.th Sirikiat Ratchusanti 2 sirikiat@ba.cmu.ac.th Key words: dividend signal, dividend surprise, event study 1, 2 Department of Banking and Finance

More information

How Markets React to Different Types of Mergers

How Markets React to Different Types of Mergers How Markets React to Different Types of Mergers By Pranit Chowhan Bachelor of Business Administration, University of Mumbai, 2014 And Vishal Bane Bachelor of Commerce, University of Mumbai, 2006 PROJECT

More information

Ownership Concentration, Adverse Selection. and Equity Offering Choice

Ownership Concentration, Adverse Selection. and Equity Offering Choice Ownership Concentration, Adverse Selection and Equity Offering Choice William Cheung, Keith Lam and Lewis Tam 1 Second draft, Jan 007 Abstract Previous studies document inconsistent results on adverse

More information

The Free Cash Flow Effects of Capital Expenditure Announcements. Catherine Shenoy and Nikos Vafeas* Abstract

The Free Cash Flow Effects of Capital Expenditure Announcements. Catherine Shenoy and Nikos Vafeas* Abstract The Free Cash Flow Effects of Capital Expenditure Announcements Catherine Shenoy and Nikos Vafeas* Abstract In this paper we study the market reaction to capital expenditure announcements in the backdrop

More information

Is the Put Option in U.S. Structured Bonds Good for Both Bondholders and Stockholders?

Is the Put Option in U.S. Structured Bonds Good for Both Bondholders and Stockholders? The College at Brockport: State University of New York Digital Commons @Brockport Business-Economics Faculty Publications Business Administration and Economics 2010 Is the Put Option in U.S. Structured

More information

Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings?

Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings? Do Stock Prices Fully Reflect Information in Accruals and Cash Flows About Future Earnings? Richard G. Sloan, 1996 The Accounting Review Vol. 71, No. 3, 289-315 1 Hongwen CAO September 25, 2018 Content

More information

The Asymmetric Conditional Beta-Return Relations of REITs

The Asymmetric Conditional Beta-Return Relations of REITs The Asymmetric Conditional Beta-Return Relations of REITs John L. Glascock 1 University of Connecticut Ran Lu-Andrews 2 California Lutheran University (This version: August 2016) Abstract The traditional

More information

The Value Premium and the January Effect

The Value Premium and the January Effect The Value Premium and the January Effect Julia Chou, Praveen Kumar Das * Current Version: January 2010 * Chou is from College of Business Administration, Florida International University, Miami, FL 33199;

More information

Testing the pecking order theory: the impact of. financing surpluses and large financing deficits

Testing the pecking order theory: the impact of. financing surpluses and large financing deficits Testing the pecking order theory: the impact of financing surpluses and large financing deficits Abe de Jong, Marno Verbeek, Patrick Verwijmeren* RSM Erasmus University, Rotterdam, the Netherlands Abstract

More information

The Effects of Share Prices Relative to Fundamental Value on Stock Issuances and Repurchases

The Effects of Share Prices Relative to Fundamental Value on Stock Issuances and Repurchases The Effects of Share Prices Relative to Fundamental Value on Stock Issuances and Repurchases William M. Gentry Graduate School of Business, Columbia University and NBER Christopher J. Mayer The Wharton

More information

An Empirical Analysis on the Management Strategy of the Growth in Dividend Payout Signal Transmission Based on Event Study Methodology

An Empirical Analysis on the Management Strategy of the Growth in Dividend Payout Signal Transmission Based on Event Study Methodology International Business and Management Vol. 7, No. 2, 2013, pp. 6-10 DOI:10.3968/j.ibm.1923842820130702.1100 ISSN 1923-841X [Print] ISSN 1923-8428 [Online] www.cscanada.net www.cscanada.org An Empirical

More information

MULTI FACTOR PRICING MODEL: AN ALTERNATIVE APPROACH TO CAPM

MULTI FACTOR PRICING MODEL: AN ALTERNATIVE APPROACH TO CAPM MULTI FACTOR PRICING MODEL: AN ALTERNATIVE APPROACH TO CAPM Samit Majumdar Virginia Commonwealth University majumdars@vcu.edu Frank W. Bacon Longwood University baconfw@longwood.edu ABSTRACT: This study

More information

IMPACT OF RESTATEMENT OF EARNINGS ON TRADING METRICS. Duong Nguyen*, Shahid S. Hamid**, Suchi Mishra**, Arun Prakash**

IMPACT OF RESTATEMENT OF EARNINGS ON TRADING METRICS. Duong Nguyen*, Shahid S. Hamid**, Suchi Mishra**, Arun Prakash** IMPACT OF RESTATEMENT OF EARNINGS ON TRADING METRICS Duong Nguyen*, Shahid S. Hamid**, Suchi Mishra**, Arun Prakash** Address for correspondence: Duong Nguyen, PhD Assistant Professor of Finance, Department

More information

Beta dispersion and portfolio returns

Beta dispersion and portfolio returns J Asset Manag (2018) 19:156 161 https://doi.org/10.1057/s41260-017-0071-6 INVITED EDITORIAL Beta dispersion and portfolio returns Kyre Dane Lahtinen 1 Chris M. Lawrey 1 Kenneth J. Hunsader 1 Published

More information

Further Test on Stock Liquidity Risk With a Relative Measure

Further Test on Stock Liquidity Risk With a Relative Measure International Journal of Education and Research Vol. 1 No. 3 March 2013 Further Test on Stock Liquidity Risk With a Relative Measure David Oima* David Sande** Benjamin Ombok*** Abstract Negative relationship

More information