Share Repurchase Behavior of Japanese Banks
|
|
- Aron Bridges
- 5 years ago
- Views:
Transcription
1
2 Share Repurchase Behavor of Japanese Banks Takash Hatakeda 1 Graduate School of Busness Admnstraton, Kobe Unversty, -1 Rokkoda, Nada, Kobe, Hyogo , Japan May, 006 Abstract Accordng to Artcle 10 of the Commercal Law, a bank (or a frm) wth an ntenton of repurchasng shares has to make two decsons at the board of drectors. The one s the decson about whether a bank has a tendency of repurchasng shares n the future or not and then about how many shares she repurchase f she does so. The other s the decson about how many shares she repurchases shares actually n the authorzaton perod. In our paper we show the emprcal evdence that non-performng loans and (or) the captal to asset rato have a crucal nfluence on two decsons n the Japanese bankng ndustry. JEL classfcaton: G14; G1; G3; Keywords: Bank; Stock repurchase; non-performng loans; the captal to asset rato 1 Tel: E-mal address: hatakeda@kobe.u-ac.jp
3 1. Introducton Though Japanese commercal law had banned domestc frms from repurchasng ther own shares untl October 1994, the revson of the commercal law made t possble for them to buy back and cancel ther outstandng shares n order to dstrbute earnngs to shareholders. As, however, there were severe obstacles whch prevent them from utlzng share repurchases as a payout polcy, the commercal law was more revsed at frequent ntervals and the Specal Case Law of share repurchases was also ntroduced. As a result, share repurchases have becomng an mportant method of the payout polcy for corporatons n Japan smlar to U.S. 3 Snce October n 001, frms wth an ntenton of repurchasng shares have to undergo the followng process at the board of drectors and the shareholders meetng. In the frst place, a frm has to ntate a resoluton on share repurchases at the begnnng of the fscal year. The target yen amount of a repurchase program, the target number of shares, the knd of shares, and so on are stpulated n the ntated resoluton, whch must be approved n the shareholder meetng. Secondly, she can be free to decde to repurchase ts own shares on the ground of the approved resoluton. There, thus, are two decsons about share repurchases; a plannng decson and an executon decson. It, In Appendx A, we llustrate the regulatory and nsttutonal background of share repurchases n Japan. 3 See, for example, Vermaelen (1981), Barclay and Smth (1988), Bagwell and Shoven (1989), Wansley and Sarkar (1989), Comment and Jarrell (1991), Ikenberry, Lakonshok and Vermaelen (1995), Cudd, Duggal and Sarkar (1996) Lu and Zebart (1997), Grnblatt and Ttman (1998), and Grullon and Mchaely (00). For example, Grullon and Mchaely (00) report that, over the past 0 years, stock repurchase expendtures grew at a much hgher rate than cash dvdends. In Japan, 48% of all frms whch have been lsted on the Frst Secton of the Tokyo Stock Exchange made share repurchase announcements n the perod from October, 001 to December, 00 (See Hatakeda (005)).
4 therefore, s nterestng for us to examne what factors affect two decsons on share repurchases. Ths revson n 001 was also drastc n a sense that t has made t possble for frm s managers not only to buy back ther own shares wthout declarng the purposes but also to hold repurchased shares wthout cancelng or resellng them at once. It seems that ths revson enhances the avalablty of repurchasng shares. Indeed, accordng to aggregate data from IN Informaton System Ltd, the number of the repurchase announcements ncreased sgnfcantly from 485 over four years to 1361 n two years of In addton, the total number of shares whch have been nscrolled n the repurchase programs n 001 and 00 ncreases.5 tmes as large as the total amount over the years of The purpose of our paper s to manfest what factors have a crucal nfluence on the plannng decson and the executon decson about share repurchases n Japanese bankng ndustry. As we have mentoned before, t s thought that the revson of the Commercal Low n 001 have a dfferent mpact on a share repurchase behavor from before. We, therefore, focus on the repurchase behavor snce October 001 n order to solate the structural effect due to the revson of the Commercal Law. The dstnctve feature of our paper s to shed a lght on the repurchase behavor n the Japanese bankng ndustry. The ncreased promnence of share repurchases n the bankng ndustry mrrors the growth of share repurchases by non-fnancal frms, whch has been documented by a number of studes (see, for example, Zang (00), Hatakeda and Isagawa (004) n Japan), so one queston that arses s whether analyss of share repurchases by fnancal frms n partcular, banks would offer any further nsghts or not. At the same tme, the crcumstance n 3
5 whch banks operate has changed drastcally n ths decade. Untl the early 1990s the Japanese fnancal system was often mentoned as havng typcal bank-based system n the contrast wth the market-based systems n the U.S. The Japanese government was also nstrumental n the development of the man bank system. Japanese banks had enjoyed monopolstc rent n a bank-based fnancal system untl the early of 1990s (.e. man bank system, the convoy system between banks, cross share holdngs). Banks, however, have experenced the 1990s economc stagnaton and the drastc change nto a market-based fnancal system. 4 Bank s rent has been extngushed by a huge of non-performng loans and by cutthroat competton among fnancal ntermedatons. Furthermore, the decrease n Japanese bank s latent captal gans, whch s called as Fukum Ek, has caused a lot of damage to bank s equtes for ths decade, so that banks suffered from the low captal asset rato. 56 Accordngly, t s nterestng to examne whether or not non-performng loans and bank s equtes affect her decsons regardng the target for share repurchases and ts executon. The remander of our paper s organzed as follows. In secton, we dscuss the data set used n our study and present the descrptve statstcs. In secton 3 and 4, we 4 Large frms that had ever had a close relatonshp wth banks changed from bank fnancng to captal-market fnancng. It s supposed that A great declne n bank s share prces makes banks reduce the share of the bank-shareholdng and the number of board members accepted from banks. Accordng to Hosh and Kashyap (001), n the perod between 1975 and 1997, the average bank-borrowng to sales rato declned from 35 % to %, the average rato of frms for whch a bank s the largest equty holder declned from 13 % to 9 %, and the average rato of frms wth any bankers on ther Boards declned from 55 % to 51 %. As a result, Japanese banks could not help but ncrease the share of assets allocated to lendng to small and medum frms. 5 In and 001 the Japanese economy has experenced the most serous recessons. Standard & Poor s Ratng Servce reports the average ratng have deterorated by BBB snce 1998, compared to AA mnus n Latent captal gans are defned as the dfference between the low book value and the market value of shares whch have been held by banks. The Japanese banks tradtonally have held a large amount of stocks of other companes as a part of long-term busness relatonshp, keretsu. 4
6 estmate our models that relate varous factors to bank s decsons regardng the target for repurchase shares and regardng ts executon, and then dscuss our results obtaned, respectvely. Fnally, n secton 5, we contan summary and conclusons.. Data and Unvarate Analyss of Repurchases Usng the Nkke Needs Fnancal Quest, we extract all the commercal banks that appear on the fles n the fscal years of Our sample conssts of 95 banks that were traded n the 1st and nd Secton of the Tokyo, Osaka, Fukuoka, Nagoya Stock Exchange, and over the counter market (OTC) n the perods from Aprl 1, 000 to March 31, 003. They are composed of Cty banks (5 banks) and Regonal banks (90 banks). 7 We delete commercal banks wth mssng or nconsstent data and those that experenced large mergers and acqustons. In Japan, the removal of a ban on fnancal holdng companes n March 1998 led to large mergers and acqustons n Cty banks and some of regonal banks by March 00. Consequently, our sample ultmately conssts of 85 Regonal banks wthout a fnancal holdng company structure. Table 1 reports summary statstcs n the fscal years of for the full sample and for the two subsamples of Japanese banks: Total, Repurchase Group[RG], 7 Cty banks have now adopted a fnancal holdng company structure and have been extendng ther busness to the varous areas. Although they prmarly have played a role of the supplers of short-term funds to large corporatons, they have recently begun to focus on developng the longer-term end of ther busness. Addtonally, they have been forced to cultvate clents from amongst the smaller corporate fry and from the personal sector. The top four cty banks, by assets sze, are some of the largest banks n the world. Regonal banks are smaller n scale than Cty banks, and usually confne ther operatons to the prncpal ctes of the prefectures n whch ther head offces are located. Accordngly, ther local tes are strong, wth the bulk of ther lendng gong to small and medum-szed companes n the localty. 5
7 and Non-Repurchase Group[NGR]. Here, RG conssts of 45 banks wth an ntenton of repurchasng shares. On the other hand, NRG conssts of 40 banks wth no ntenton. 8 On average, banks wth a large asset sze ( SIZE ), current low-proftablty ( ROA ) and stable nvestment opportuntes ( M / B ) tend to repurchase ther own shares. Addtonally, banks wth a low nonperformng loan rato ( NPL L ) 9, a low loan rato for the small and medum frms ( SMALL ), and a hgh captal-asset rato ( ECR 10 ) 8 Accordng to Artcle 10 of the Commercal Law, a bank wth an ntenton of repurchasng ts own shares has to pass through the followng steps. Frst of all, the board of drectors decdes to ntate a repurchase program at the begnnng of the fscal year. And then the board sends a notce to the stock change and makes a publc announcement of the repurchase plan through mass meda (TV, newspapers, rado, and so on) wthout delay. Secondly, the proposed resoluton to repurchase shares has to be approved at shareholder meetng. Untl the next year s shareholders meetng, the bank can be free to carry out share repurchases based on the approved resoluton. 9 There are three measures of non-performng loans (NPL/L) n Japan. The frst measure s rsk management loans, whch s publshed by each bank on ts fnancal statement. The second s self-classfed loans, whch s based on the classfcaton of loans that the Fnancal Supervsory Agency uses n bank examnatons. The thrd s classfed loans by the Fnancal Reconstructon Commsson. Though rsk management loans have been made avalable begnnng wth the year ended March 1993, ts defnton has changed by March Although the defnton by the second measure s substantally broader than that of the frst and thrd measures, a majorty of non-performng loans defned by the second measure are consdered recoverable. The thrd measure s slghtly broader than that of rsk management loans (For further detals of three defntons of non-performng loans, see Hosh and Kashyap (1999, 001)). We use rsk management loans whch are publshed by each bank on ts fnancal statement as non-performng loans. Rsk management loans consst of loans to faled enterprses, loans on whch payments are suspended for more than three months, and loans wth relaxed condtons (restructured). As of March 00, rsk management loans totaled just over 4 trllon, or 7.9% of Real GDP. 10 Unlke other ndustres, n order to support safe and sound bankng system, the bankng ndustry s requred to keep a flat mnmum percent of captal aganst rsk-weghted assets, whch are the sum of the total weghted assets where weghts are set larger for the rsker assets. (See Hall (1993)). In Japan, there are two types of banks: nternatonal and domestc banks. They are held to dfferent standards respectvely. The Basel Accord requres nternatonally actve banks to mantan a captal to rsk-weghted asset rato of at least 8%. On the other hand, Japanese regulators allowed banks wth purely domestc busness the opton of mantanng the captal rato of at least 4%. We defned ECR as the rsk-based captal rato reported n bank s fnancal statement less the nternatonal standard (8%) or the domestc standard (4%). 6
8 do so. Fnally the percent of equty held by 10 largest shareholders ( SHARE ) n RG s smaller than that n NRG. However, ts volatlty n NRG s relatvely larger than that n RG. [ Yen] Table 1 also reports two repurchase target ratos n RG; TAR [Number] and TAR 11, and two executon ratos; [Number] EXR and EXR [ Yen] 1 n the fscal years of 00. Banks n RG set up the mean target rato to 4% and execute only 5% of the target. Both ratos are lower than those n frms excludng from fnancal ntermedares. For example, Hatakeda (005) reported that the mean target rato s 6 % and that the mean executon rato s 40%. 13 It s consdered that ths low executon rato s led to by severe envronments whch surround Japanese banks, such as the deteroraton of share prces and land prces, a large number of accumulated non-performng loans, and the low captal asset rato due to the economc stagnaton, and then dsntermedaton, whch large frms n Japan tend to fnance funds by ssung equtes rather than bank loans. Before dscussng what factors affect bank s decsons regardng share repurchases, we should examne the possblty that banks make use of cash dvdends as substtutes for share repurchases n order to return banks own profts nto ther 11 TAR[Number] represents the rato of the number of the targeted shares to the total number of outstandng shares. TAR[Yen]represents the rato of the yen value of the targeted shares to the end-of-perod value of the outstandng shares. 1 EXR[number] s expressed as a rato of the number of shares executed to repurchase aganst the number of shares targeted. EXR[Yen] s expressed as a rato of the market value of shares executed to repurchase aganst the yen value of the target shares. 13 Stephens and Wesbach (1998) reported the mean target rato was 7% and that the mean executon rato was 54% for open-market repurchase programs n US Market for the perod from 1981 to In partcular, the executon rato n Japan s lower than those n U.S. Thus, although Japanese frms made a large number of repurchase announcements, they could repurchase a few shares actually. It seems that ths low executon rato s due to economc stagnaton n the perods from 001 to
9 shareholders. If cash dvdends are substtutes for share repurchases n the Japanese bankng ndustry, banks whch pay out less cash dvdends or omt cash dvdends mght attempt to set up the hgh target for share repurchases and execute to repurchase more shares. 14 Table s descrptve statstcs concernng cash dvdends and share repurchases across two groups n the fscal years of From Panel (1) and Panel (), we fnd no evdence that share repurchases are substtutes for cash dvdends. 15 Although dvdend-payng banks both n RG and n NRG make the same payments per a unt share, banks whch pay cash dvdends tend to repurchase ther own shares n order to dstrbute more proft to shareholders. In Panel (3), furthermore, we can obtan the evdence that there exsts a sgnfcant and postve correlaton between actually repurchased amounts and dvdend payments. In sum, our evdence suggests that there s no substtuton between share repurchases and dvdends. It, f anythng, seems that banks make use of share repurchases as a complementary method of payng out profts avalable for dstrbuton. 3. Decson Regardng the Repurchase Program Accordng to Artcle 10 of the Commercal Law, a bank (or a frm) wth an ntenton of repurchasng shares has to make two decsons at the board of drectors. The one s the decson about whether a bank has a tendency of repurchasng shares n 14 Emprcal results for ths substtuton hypothess are mxed. For example, Bagwell and Shoven (1989), Grullon and Mchaely (00) reported the evdence that dvdends and repurchases are substtute n U.S. On the other hand, Jagannathan et al. (000), DeAngelo et al (000), Fama and French (001) reported the opposte evdence that there was no substtuton n U.S. 15 There s a statstcally sgnfcant dfference n the mean (medan) of the ratos across two groups 8
10 the future or not and then about how many shares she repurchase f she does so. The other s the decson about how many shares she repurchases shares actually n the authorzaton perod. In ths secton we focus on the former decson. And then we dscuss the latter decson n secton 4. We estmate several knds of regresson models whch relate bank s ndvdual-specfc characterstcs to the frst decson on ts repurchase plan. We construct the repurchase target ratos; [Number] TAR and [ Yen] TAR as a observed dependent varable y. TAR [Number] represents the rato of the number of the targeted shares to the total number of outstandng shares as of March 31, 00. TAR [ Yen] represents the rato of the yen value of the targeted shares to the market value of the outstandng shares as of March 31, 00. These are censored varables of whch the value are larger than zero f the decson regardng the share repurchase program s made by the board of drectors, zero otherwse. Therefore, our model s y = β ' x + u, (1) * f y * > 0, y = [Number] TAR or [ Yen] TAR f y * 0, y = 0. where * y denotes the latent varable, x denotes a vector of explanatory varables lkely to affect the decson regardng the target for repurchase shares, and u denotes the error term whch follows a normal dstrbuton wth mean zero and varance σ. 9
11 Followng to a large number of lterature about frm s payout polcy 16, we employ the followng varables as explanatory varables; a constant term, the log of total assets ( ln ( SIZE) ), the current proftablty ( ROA ), and the market-to-book rato ( M / B ). In our paper, M / B s served as a proxy for growth opportuntes. Unlke other types of ndustres, the bank ndustry s subject to the nfluence of some regulatons and oblgatons whch requre them to carry out sound management. In order to examne these nfluences, we append two varables to our model. The one s the excess captal to asset rato ( ECR ), whch s calculated as the rsk-based captal rato reported n bank s fnancal statement less the requred rato whch the bank has to keep (4% or 8%). 17 The other s the rato of non-performng loans to total loans and blls dscounted ( NPL / L ). Our predcton s that banks wth low ECR and hgh NPL / L can not help resgnng to pay back shares or settng the lower target rato even f they have an ntenton wth repurchases. All of explanatory varables whch we utlze are the end-of-prevous-perod values, snce the board of drectors makes a decson on the repurchase plan at the begnnng of the fscal year. Therefore, all the explanatory varables are pre-determned. We estmate the parameters β and σ by the maxmum lkelhood (ML) method See, for example, Stephens and Wesbach(1998), Fama and French (001), DeAngelo, et al.(006). 17 See footnote The lkelhood functon for ths model (1) s gven by L 1 σ y β ' x σ ( ) β, σ y, = x * φ where φ () and () y = y y = 0 β ' x Φ σ. Φ are the densty functon and the dstrbuton functon of the standard normal, respectvely. We estmate the parameters β and σ by maxmzng the log-lkelhood functon. For detals of the censored regresson model, see Wooldrdge (00). 19 We, of course, nclude the constant term n estmatng our models. 10
12 In Table 3 we present estmaton results for the models n whch ether TAR [Number] or TAR [ Yen] s used as the dependent varable. In Panel (1) and Panel (3), we present the results for our benchmark model, whch the explanatory varables are a constant term, ln ( SIZE), ROA, and M / B. From our result that the coeffcents on ln ( SIZE) and M / B s sgnfcant at the 1% level, we fnd the evdence that small banks wth a low nvestment (lendng) opportunty are lkely to set up the hgher target for repurchasng ther own shares. In Panel () and Panel (4) we present the results for the augmented model wth ECR and NPL / L as addtonal explanatory varables. We fnd that the coeffcent on NPL / L s negatve and sgnfcant n both columns at the 1% level, although the coeffcent on ECR s postve but nsgnfcant n both columns. Our result suggests that an ncrease n non-performng loans reduces bank s avalable funds for repurchases because she has to ncrease the provsons for possble loans losses, so that banks wth large nonperformng loans can not help resgnng to pay back shares or settng the lower target for repurchase. Snce the early 1990s, banks have experenced a decrease n cross-share holdngs, wth a process of the deregulaton of Japanese captal market. 0 So, some banks may attempt to make use of share repurchases n order to mantan corporate governance desrable for them. To dscuss ths possblty, we re-estmate the model to whch we adds the change of the rato of outstandng shares owned by the largest shareholders ( Δ SHARE ) as an explanatory varable. Table 4 provdes the results for TAR [Number] and for TAR [Yen] as a dependent varable, respectvely. The coeffcents on ( SIZE) ln, ROA, M / B, ECR, and 0 See Okabe (00). 11
13 NPL / L are almost smlar to the pervous results. What should be noted s that the coeffcent on Δ SHARE s nsgnfcant n the case of both TAR [Number] and TAR [ Yen]. These results ndcate that, even f banks experence the declne of outstandng shares owned by large shareholders, they do not attempt to set up the hgh target for share repurchases n order to reman the captal structure unchanged. 4. Decson Regardng Repurchase Executon Banks whch have set the repurchase program do not necessarly have to execute repurchases untl the set target. Indeed, some banks execute no repurchases at all. In ths secton, we dscuss what factors affect a bank s decson regardng the executon of share repurchases. The estmaton procedure s almost smlar to that of secton 3, but s dfferent n three respects. The frst s that we use the executon rato n place of the target rato as a dependent varable. We utlze the fnancal statements n 003 to calculate two executon ratos; [Number] EXR and EXR [ Yen], whch represent the degree of actual share repurchases. The former s defned as the number of the repurchased shares and the latter s ts yen value. 1 These varables are also censored varables, whose the value are lager than zero f an executon decson s made, zero otherwse. Secondly, when a bank repurchases ts own shares actually, the board of 1 The former s expressed as a rato of the number of shares executed to repurchase aganst the number of shares targeted. The latter s expressed as a rato of the market value of shares executed to repurchase aganst the yen value of the target shares. In our sample, max value of the executon rato s less than 100% rrespectve of the executon rato. Addtonally, 19 of 40 banks whch have set the repurchase program dd not execute share repurchases after all. 1
14 drectors s lkely to carry out tmely wth watchng the trend of the share prce performance. To allow for ths factor, we use the cumulatve abnormal return from the day after the shareholder s meetng to the day before the executon ( LCAR 3 ) n place of the proxy for the proftablty to our model. 4 Some banks conduct the executon of repurchases n twce or more tmes. In calculatng LCAR, we focus only on the frst tme of the repurchase executon n order to avod the hstory effect. The thrd s that we use the explanatory varables are based on a bank s fnancal statements n 003, because banks carry share repurchases nto executon dependng on the fundamental and fnancal stuatons that they face at present. Therefore, n order to allow for the endogenety of the explanatory varables M / B, ECR, ROA, and Δ SHARE, we estmate the Tobt model wth endogenous varables 5 by the maxmum lkelhood estmaton. In estmatng our model, we utlze the constant term, ( SIZE) ln, LCAR and the one-lagged and two-lagged values of M / B, ECR, and SHARE as nstrumental varables. In Table 5 we present our estmaton results for [Number] EXR and EXR [ Yen] as a dependent varable. Although the coeffcent of ln ( SIZE) and M / B s not sgnfcant n both models, the coeffcent of LCAR s negatve and sgnfcant at the 1% level n both models. These results ndcate that a bank attempt to repurchase her shares actually, when her share prce declnes. The coeffcents of ECR are postve and sgnfcant at the 5% level for the 3 If a bank has not executed repurchase ts shares n the end, LCAR s defned as the cumulatve abnormal return from the day after the shareholder s meetng to the day before the next shareholder s meetng. 4 US s current dsclosure standards, as regulated by the FASB and the Securtes and Exchange Commsson (SEC), mpose an oblgaton on frms to dsclose the number of shares repurchased at quarter-end. On the other hand, n Japan Securtes and Exchange Survellance Commsson (SESC) requred frms to dsclose repurchase detal. In partcular, we can know the tradng dates. 5 See Appendx B. 13
15 case of dependent varable EXR [Number] and at the 10% level for the case of dependent varable EXR [ Yen]. These results ndcate that banks have a postve ncentve to make a decson to execute share repurchases when they have the suffcent volume of ther own captal. Furthermore, NPL / L are also postve and sgnfcant at the 5% level n both models. Thus, the volume of non-performng loans has large nfluence on the repurchase executon as well as ts plan. In Table 6 we present our estmaton results n order to examne the effect of the share rato by the largest shareholders ( Δ SHARE ) on the decson regardng the repurchase executon. The coeffcents of Δ SHARE n both models are nsgnfcant, suggestng that the declne of outstandng shares owned by the largest shareholders have less effect on the executon of share repurchases. It seems that banks do not make use of share repurchases as countermeasures aganst the cancellaton of the cross-shareholdngs. 5. Conclusons In our paper, we examned the factors whch affect a bank s decson regardng the repurchasng program and regardng the executon of repurchases. Accordng to our results, the degree of non-performng loans has a negatve effect on both decsons. Furthermore, the degree of the captal asset rato has a postve effect on the decson regardng the executon of repurchases. As our addtonal fndng, we examne the possblty that, when banks experenced the declne of cross-shareholdngs, they tend to set up the hgh target for share repurchases and execute repurchases actually n order to mantan the optmal 14
16 captal structure. However, we could not fnd the evdence that ths possblty s supported. Fnally, we should notce that our emprcal results may reflect the repurchase behavor of banks wthout a fnancal holdng company structure. Large mergers and acqustons such as a fnancal holdng company structure may have an effect on the bank s share repurchase behavor. These ssues are topcs of future research. Appendx A: Stock Repurchases of Japanese Frms Pror to 1994, Japanese frms had been n prncple prohbted to buy back ther outstandng shares. The revson of the Commercal Law (Artcle 1-) n October, 1994 has enabled frms to buy back ther outstandng shares on the bass of the resoluton whch had to be approved at a regular shareholder s meetng. Ths resoluton has been effectve untl the next shareholder s meetng. The funds used for repurchases have to come from the proft avalable for dvdends. However, under Japanese accountng rules of those days, a presumed dvdend tax was mposed n buyng back ther standng shares. In fact, share repurchases were effectvely nonexstent untl November, 1995, when the presumed dvdends for share repurchases have been frozen. In addton to Artcle 1- of the Commercal Law, the Japanese government enforced Artcle 3-1 of the Specal Case Law n June, 1997, Artcle 3- n March, 1998, and Artcle 3-3 n March, Under Artcle 3-1, the board of drectors was allowed to execute share repurchases wthout approval at a regular shareholders meetng once the agreement on repurchases was provded n the artcles. Artcle 3- and 3-3 allowed frms to use captal reserves and latent captal gans on lands for busness to repurchase shares. In contrast to Law Artcle 1- of the Commercal Law, Artcle 3 of the Specal Case Law had the advantage that the board of drectors was allowed to elastcally execute share repurchases. It, however, had the dsadvantage that the funds used for repurchases and the number of repurchased shares were restrcted. A large number of frms whch executed share repurchases were based on Artcle 3 of the Specal Case for the perod from 1999 to 001. Furthermore, the Commercal Law revsed n October, 001, so that the treasury shares were ntroduced and the Specal Case Law was dropped. Not only the 15
17 001 s revson of the Commercal Law had the advantage of the Specal Case Law, under whch frms elastcally execute share repurchases, but also t enabled them to hold shares repurchased for the perod. Ths mples that frms do not have to dspose repurchased shares mmedately, ndcatng that they also have the opportunty to wat for ther shares to rse before resellng ther shares. Appendx B: The estmaton of the Tobt model wth endogenous varables In estmatng the Tobt model wth endogenous varables, we formulate the followng smultaneous model: * 1 y = γ ' x + δ ' x + u 1 1 x = π ' x + π ' z + v where * y denotes the latent varable, x 1 s a vector of predetermned varables, s a vector of endogenous varables, and z s a vector of exogenous (nstrumental) varables. ( u, v ) s normally dstrbuted wth mean zero and varance, x σ ρ Σ =. ρ τ 1 In our model, ln SIZE and LCAR, x denotes a vector of M / B, ECR, NPL / L, and Δ SHARE, and z denotes a vector of the frst and second lagged varables of M / B, ECR, NPL / L, and SHARE. The observed dependent varable EXR [Number] x denotes a vector of one, ( ) y = or EXR [ Yen] otherwse. The lkelhood functon for ths model s gven by * > y = s the value f y 0, y = 0, L 1 ( γ δ, π, π, σ, τ, ρ y, x ) = y φ y = 0 1 π ' x γ ' x Φ 1 1 π ' z, * y = y τ δ ' x η θv 1 y φ τ 1 γ ' x 1 δ ' x η θv where η ρ = σ and τ ρ 1 θ =. We omt the estmated results of coeffcents π ' and τ 16
18 π ' from Table 5 and 6 for want of space. [ ] References [1] Bagwell, L., and J. Shoven, 1989, Cash Dstrbutons to Shareholders, Journal of Economc Perspectves 3, No.3, [] Barclay, M., and C. W. Smth, 1988, Corporate Payout Polcy: Cash Dvdends versus Open Market Repurchases, Journal of Fnancal Economcs, [3] Brown, S. J., and J. B. Warner, 1985, Usng daly stock returns: The case of event studes, Journal of Fnance 14, [4] Comment, R., and G. Jarrell, 1991, The Relatve Sgnalng Power of Dutch Aucton and Fxed Prce Tender Offers and Open Market Share Repurchases, Journal of Fnance 46, [5] Cudd, M., Duggal, R., and S. Sarkar, 1996, Share Repurchase Motves and Stock Market Reacton, Quarterly Journal of Busness and Economcs 35, [6] DeAngelo, H., L., DeAngelo, and D., Shnner, 000, Specal dvdends and the evoluton of dvdend sgnalng, Journal of Fnancal Economcs, 57, [7] DeAngelo, H., L., DeAngelo, and R. M., Stulz, 006, Dvdend polcy and the earned/contrbuted captal mx: a test of the lfe-cycle theory, Journal of Fnancal Economcs, 74, forthcomng. [8] Fama, E., and K., French, 001, Dsappearng dvdends: changng frm characterstcs or lower propensty to pay? Journal of Fnancal Economcs, 60, [9] Grnblatt, M., and S. Ttman., 1998, Fnancal Market and Corporate Strategy, McGraw Hll. [10] Grullon, G., and R. Mchaely, 00, Dvdend, Share Repurchases, and the Substtuton Hypothess, Journal of Fnance [11] Hall, B. J., 1993, How Has the Basle Accord Affected Bank Portfolos, Journal of the Japanese and Internatonal Economcs 7, [1] Hosh, T., and A. Kashyap., 1999, The Japanese Bankng Crss: Where dd t Come From and How wll t End?, n B. S., Bernanke and J. Rotemberg ed., NBER Macroeconomcs Annual [13] Hosh, T., and A. Kashyap., 001, Corporate Fnancng and Governance n Japan, The Road to the Future, MIT Press. [14] Hatakeda, T., and N. Isagawa, 004, Stock Prce Behavor Surroundng Stock 17
19 Repurchase Announcements: Evdence from Japan, Pacfc-Basn Fnance Journal 1, [15] Hatakeda, T., 005, Stock Prce Behavor Surroundng Stock Repurchase Announcements: Evdence from Japan snce October, 001, Workng Paper (In Japanese). [16] Ikenberry, D., Lakonshok, J., and T. Vermaelen, 1995, Market Underreacton to Open Market Share Repurchases, Journal of Fnancal Economcs 39, [17] Jagannathan, M., C., Stephens, and M., Wesbach, 000, Fnancal flexblty and the choce between dvdends and stock repurchases, Journal of Fnancal Economcs, 57, [18] Lu, C-S., and D. Zebart, 1997, Stock Returns and Open-Market Stock Repurchase Announcements, Fnancal Revew 3, [19] Okabe, M., 00, Kavbusk Mocha to Nhongata Keza Ssutemu (n Japanese), Keo Dagaku Syuppanka. [0] Stephens, C., and M. Wesbach, 1998, Actual Share Reacqustons n Open-Market Repurchase Programs, Journal of Fnance 6, 3-7. [1] Vermaelen, T., 1981, Common Stock Repurchases and Market Sgnalng: An Emprcal Study, Journal of Fnancal Economcs 9, [] Wansley, J., W. Lane, and S. Sarkar, 1989, Managements Vew on Share Repurchase and Tender Offer Premums, Fnancal Management 18 (autumn), [3] Wooldrdge, J. M., 00, ECONOMETRIC ANALYSIS OF CROSS SECTION AND PANEL DATA, MIT Press. [4] Zhang, H., 00, Share Repurchases under the Commercal Low 1- n Japan: Market Reacton and Actual Implementaton, Pacfc-Basn Fnance Journal 10,
20 Table 1. Summary of Statstcs Total Repurchase Group [RG] Non-Repurchase Group [NRG] Varables Standard Standard Standard Mean Medan Mean Medan Mean Medan Devatons Devatons Devatons SIZE (Bllon Yen) ROA (%) M/B (%) NPL/L (%) SMALL (%) ECR (%) SHARE (%) TAR [Number](%) TAR [Yen] (%) EXR [Number](%) EXR [Yen] (%) Number of Observatons Notes: SIZE s defned as the sum of the book value of debt and the market value of equty. Here, the market value of equty s defned as the product of the share prce and the number of outstandng shares. The share prce s the end of the fscal year. If the prce s not avalable for the last day of the fscal year, the next earlest avalable prce s used. M/B s defned as the percentage of (the sum of the book value of debt and the market value of equty)/(the sum of the book value of debt and the book value of equty). NPL s defned as the percentage of rsk management loans (the sum of loans to bankrupt borrowers, non-accrual delnquent loans, loans past due for 3 months or more, and restructured loans) / total loans and blls dscounted. ECR s defned as the rsk-based captal to asset rato mnus the nternatonal standard (8%) or the domestc standards (4%). SHARE s defned as the percentage of outstandng shares owned by the largest shareholders. SMALL s defned as the percentage of loans for medum and small frms / total loans and blls dscounted. TAR[Number] and TAR[Yen] are defned as the percentages of the announced target shares and yen value for repurchase, respectvely. TAR[Number] represents the percentage of the number of shares targeted for repurchase to the total number of outstandng shares. TAR[Yen] represents the percentage of the yen value of shares targeted for repurchase to the market value of outstandng shares as of March 00. EXR[Number] and EXR[Yen] are defned as the percentage of the actually repurchased shares and yen value up to the date of the next shareholder meetng. EXR[Number] represents the percentage of the number of actual repurchased shares to the number of the target shares. EXR[Yen] represents the percentage of the yen value of shares repurchased actually to the yen value targeted for repurchase. 19
21 Table. Descrptve Statstcs Concernng Cash Dvdends and Share Repurchases: The Perod form 000 and 00 Repurchase Group [RG] (N=45) Non-Repurchase Group [NRG] (N=40) Panel (1) Number of Banks () Dvdend payments () Interm dvdend payments Ether () or () Panel () Dvdends(per a unt of share) Mean Medan Standard Devatons Panel (3) Correlaton Between Executed amount and Dvdend payments 0.54 *** Note: ***, **, and * present sgnfcant at the 1%, 5%, and 10% levels, respectvely. 0
22 Table 3. Tobt Estmates Predctng the Target for Share Repurchases The table provdes estmates of the relaton between the target for share repurchases and varables lkely to affect the repurchase decson. Our dependent varables are TAR[Number] and TAR[Yen]. These are censored varables of whch the value are larger than zero f the resoluton regardng the target for share repurchases s made by the board of drectors, zero otherwse. We estmate the one-taled Tobt model truncated at 0%. As explanatory varables, we utlze the constant term, the logarthm of SIZE, whch s defned as the book value of Total Assets mnus Equty plus the market value of Equty, the market to book value rato M/B, the excess captal to asset rato ECR, whch s defned as the rsk-based captal rato reported n bank s fnancal statement less the requred captal rato, and the rato of non-performng loans to total loans NPL/L. Sgma denotes the standard devaton of the dsturbances n the Tobt model. Dependent Varable = TAR[Number] Dependent Varable = TAR[Yen] Independent Varables Panel (1) Panel () Panel (3) Panel (4) Coeffcents t-ratos Coeffcents t-ratos Coeffcents t-ratos Coeffcents t-ratos ln(size) *** ** *** ** ROA M/B *** ** *** ** ECR NPL *** *** Sgma *** *** *** *** Pseudo-R Notes: ***, **, and * present sgnfcant at the 1%, 5%, and 10% levels, respectvely. The estmate of the ntercept term s omtted for want of space. 1
23 Table 4. Tobt Estmates Predctng the Target for Share Repurchases The table provdes estmates of the relaton between the target for share repurchases and varables lkely to affect the repurchase decson. Our dependent varables are TAR[Number] and TAR[Yen]. These are censored varables of whch the value are larger than zero f the resoluton regardng the target for share repurchases s made by the board of drectors, zero otherwse. We estmate the one-taled Tobt model truncated at 0%. We append the dfference of SHARE, SHARE, to the vector of explanatory varables. Dependent Varable = TAR[Number] Dependent Varable = TAR[Yen] Independent Varables Panel (1) Panel () Coeffcents t-ratos Coeffcents t-ratos ln(size) ** ** ROA M/B * * ECR NPL *** *** SHARE Sgma *** *** Pseudo-R Notes: ***, **, and * present sgnfcant at the 1%, 5%, and 10% levels, respectvely. All equatons nclude the ntercept term.
24 Table 5. Tobt Estmates Predctng the Executon of Share Repurchases Ths table provdes estmates of the relaton between the executon of share repurchases and varables lkely to affect the repurchase decson. We use 45 share-repurchasng banks, whch have announced ther repurchase program at the shareholder s meetng n the fscal year of 00, to construct the two percentages of shares that frms actually repurchase; EXR[Number] and EXR[Yen]. These are censored varables of whch the value are larger than zero f banks actually repurchase ther own shares, zero otherwse. There are no banks of whch the executon rato reaches 100% wthn one year. We, therefore, estmate the one-taled Tobt model truncated at 0%. As the explanatory varables affectng bank s executon of share repurchases, we use the constant term, LCAR, ln(size), M/B, ECR, and NL/L. In the no executon group, LCAR s defned as the cumulatve abnormal return from the date of the shareholder s meetng to the date when banks actually repurchased ther own shares for the frst tme. On the other hand, n the no executon group, LCAR s defned as the cumulatve abnormal return from the date of the shareholder s meetng to the date of the next shareholder s meetng. The explanatory varables M/B, ECR, and NL/L are based on a bank s fnancal statements n 003. Therefore, allowng for the endogenety of the explanatory varables M/B, ECR, and NL/L, we estmate the Tobt model wth endogenous varables by maxmum lkelhood estmaton. We utlze the constant term, LCAR, and the one-lagged and two-lagged values of ln(size), M/B, ECR, NL/L, and SHARE as nstrumental varables n estmatng our model. Sgma denotes the standard devaton of the dsturbance n the Tobt model. Independent Varables Dependent Varable = TAR[Number] Dependent Varable = TAR[Yen] Coeffcents t-ratos Coeffcents t-ratos LCAR *** *** ln(size) M/B ECR * ** NPL ** ** Sgma *** *** Pseudo-R Notes: ***, **, and * present sgnfcant at the 1%, 5%, and 10% levels, respectvely. All equatons nclude the ntercept term. 3
25 Table 6. Tobt Estmates Predctng the Executon of Share Repurchases Ths table provdes estmates of the relaton between the executon of share repurchases and varables lkely to affect the repurchase decson. We use 45 share-repurchasng banks, whch have announced ther repurchase program at the shareholder s meetng n the fscal year of 00, to construct the two percentages of shares that frms actually repurchase; EXR[Number] and EXR[Yen]. These are censored varables of whch the value are larger than zero f banks actually repurchase ther own shares, zero otherwse. There are no banks of whch the executon rato reaches 100% wthn one year. We, therefore, estmate the one-taled Tobt model truncated at 0%. As the explanatory varables affectng bank s executon of share repurchases, we use the constant term, LCAR, ln(size), M/B, ECR, NL/L, and SHARE. In the no executon group, LCAR s defned as the cumulatve abnormal return from the date of the shareholder s meetng to the date when banks actually repurchased ther own shares for the frst tme. On the other hand, n the no executon group, LCAR s defned as the cumulatve abnormal return from the date of the shareholder s meetng to the date of the next shareholder s meetng. The explanatory varables M/B, ECR, NL/L, and SHARE are based on a bank s fnancal statements n 003. Therefore, allowng for the endogenety of the explanatory varables M/B, ECR, NL/L, and SHARE, we estmate the Tobt model wth endogenous varables by maxmum lkelhood estmaton. We utlze the constant term, LCAR, and the one-lagged and two-lagged values of ln(size), M/B, ECR, NL/L, and SHARE as nstrumental varables n estmatng our model. Sgma denotes the standard devaton of the dsturbance n the Tobt model. Independent Varables Dependent Varable = TAR[Number] Dependent Varable = TAR[Yen] Coeffcents t-ratos Coeffcents t-ratos LCAR *** *** ln(size) M/B ECR * ** NPL ** ** SHARE Sgma *** *** Pseudo-R Notes: ***, **, and * present sgnfcant at the 1%, 5%, and 10% levels, respectvely. All equatons nclude the ntercept term. 4
THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS
North Amercan Journal of Fnance and Bankng Research Vol. 4. No. 4. 010. THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS Central Connectcut State Unversty, USA. E-mal: BelloZ@mal.ccsu.edu ABSTRACT I nvestgated
More informationClearing Notice SIX x-clear Ltd
Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.
More informationNetworks in Finance and Marketing I
Networks n Fnance and Marketng I Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 26th, 2012 Outlne n Introducton: Networks n Fnance n Stock Correlaton Networks n Stock Ownershp Networks
More informationEvaluating Performance
5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return
More informationREGULATORY REFORM IN THE JAPANESE ELECTRIC POWER INDUSTRY AN EVENT STUDY ANALYSIS IAEE 2017 Conference, Singapore 20 th June 2017 Koichiro Tezuka,
REGULATORY REFORM IN THE JAPANESE ELECTRIC POWER INDUSTRY AN EVENT STUDY ANALYSIS IAEE 2017 Conference, Sngapore 20 th June 2017 Kochro Tezuka, Nhon Unversty, Masahro Ish, Sopha Unversty, Satoru Hashmoto,
More informationDomestic Savings and International Capital Flows
Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal
More informationMoney, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #
Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.
More informationHighlights of the Macroprudential Report for June 2018
Hghlghts of the Macroprudental Report for June 2018 October 2018 FINANCIAL STABILITY DEPARTMENT Preface Bank of Jamaca frequently conducts assessments of the reslence and strength of the fnancal system.
More informationOn the Style Switching Behavior of Mutual Fund Managers
On the Style Swtchng Behavor of Mutual Fund Managers Bart Frjns Auckland Unversty of Technology, Auckland, New Zealand Auckland Centre for Fnancal Research Aaron Glbert Auckland Unversty of Technology,
More information3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics
Lmted Dependent Varable Models: Tobt an Plla N 1 CDS Mphl Econometrcs Introducton Lmted Dependent Varable Models: Truncaton and Censorng Maddala, G. 1983. Lmted Dependent and Qualtatve Varables n Econometrcs.
More informationMethod of Payment and Target Status: Announcement Returns to Acquiring Firms in the Malaysian Market
Method of Payment and Target Status: Announcement Returns to Acqurng Frms n the Malaysan Market Mansor Isa Faculty of Busness and Accountancy, Unversty of Malaya Lembah Panta, 50603 Kuala Lumpur, Malaysa
More informationMutual Funds and Management Styles. Active Portfolio Management
utual Funds and anagement Styles ctve Portfolo anagement ctve Portfolo anagement What s actve portfolo management? How can we measure the contrbuton of actve portfolo management? We start out wth the CP
More informationFinal Exam. 7. (10 points) Please state whether each of the following statements is true or false. No explanation needed.
Fnal Exam Fall 4 Econ 8-67 Closed Book. Formula Sheet Provded. Calculators OK. Tme Allowed: hours Please wrte your answers on the page below each queston. (5 ponts) Assume that the rsk-free nterest rate
More informationMgtOp 215 Chapter 13 Dr. Ahn
MgtOp 5 Chapter 3 Dr Ahn Consder two random varables X and Y wth,,, In order to study the relatonshp between the two random varables, we need a numercal measure that descrbes the relatonshp The covarance
More informationAn Empirical Study on Stock Price Responses to the Release of the Environmental Management Ranking in Japan. Abstract
An Emprcal Study on Stock Prce esponses to the elease of the Envronmental Management ankng n Japan Fumko Takeda Unversy of Tokyo Takanor Tomozawa Unversy of Tokyo Abstract Ths paper nvestgates how stock
More informationConstruction Rules for Morningstar Canada Dividend Target 30 Index TM
Constructon Rules for Mornngstar Canada Dvdend Target 0 Index TM Mornngstar Methodology Paper January 2012 2011 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationElements of Economic Analysis II Lecture VI: Industry Supply
Elements of Economc Analyss II Lecture VI: Industry Supply Ka Hao Yang 10/12/2017 In the prevous lecture, we analyzed the frm s supply decson usng a set of smple graphcal analyses. In fact, the dscusson
More informationNetwork Analytics in Finance
Network Analytcs n Fnance Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 14th, 2014 Outlne Introducton: Network Analytcs n Fnance Stock Correlaton Networks Stock Ownershp Networks Board
More informationSpatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan
Spatal Varatons n Covarates on Marrage and Martal Fertlty: Geographcally Weghted Regresson Analyses n Japan Kenj Kamata (Natonal Insttute of Populaton and Socal Securty Research) Abstract (134) To understand
More informationPrice and Quantity Competition Revisited. Abstract
rce and uantty Competton Revsted X. Henry Wang Unversty of Mssour - Columba Abstract By enlargng the parameter space orgnally consdered by Sngh and Vves (984 to allow for a wder range of cost asymmetry,
More informationRisk and Return: The Security Markets Line
FIN 614 Rsk and Return 3: Markets Professor Robert B.H. Hauswald Kogod School of Busness, AU 1/25/2011 Rsk and Return: Markets Robert B.H. Hauswald 1 Rsk and Return: The Securty Markets Lne From securtes
More informationChapter 10 Making Choices: The Method, MARR, and Multiple Attributes
Chapter 0 Makng Choces: The Method, MARR, and Multple Attrbutes INEN 303 Sergy Butenko Industral & Systems Engneerng Texas A&M Unversty Comparng Mutually Exclusve Alternatves by Dfferent Evaluaton Methods
More informationConstruction Rules for Morningstar Canada Momentum Index SM
Constructon Rules for Mornngstar Canada Momentum Index SM Mornngstar Methodology Paper January 2012 2012 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationAnalysis of Moody s Bottom Rung Firms
Analyss of Moody s Bottom Rung Frms Stoyu I. Ivanov * San Jose State Unversty Howard Turetsky San Jose State Unversty Abstract: Moody s publshed for the frst tme on March 10, 2009 a lst of Bottom Rung
More informationA copy can be downloaded for personal non-commercial research or study, without prior permission or charge
Sganos, A. (2013) Google attenton and target prce run ups. Internatonal Revew of Fnancal Analyss. ISSN 1057-5219 Copyrght 2012 Elsever A copy can be downloaded for personal non-commercal research or study,
More informationTeaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da *
Copyrght by Zh Da and Rav Jagannathan Teachng Note on For Model th a Ve --- A tutoral Ths verson: May 5, 2005 Prepared by Zh Da * Ths tutoral demonstrates ho to ncorporate economc ves n optmal asset allocaton
More informationConstruction Rules for Morningstar Canada Dividend Target 30 Index TM
Constructon Rules for Mornngstar Canada Dvdend Target 0 Index TM Mornngstar Methodology Paper January 2012 2011 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property of Mornngstar,
More informationSynergy Motivation and Target Ownership Structure: Effects on Takeover Performance
Synergy Motvaton and Target Ownershp Structure: Effects on Takeover Performance Han Donker, School of Busness, Unversty of orthern Brtsh Columba, Canada Alex g, School of Busness, Unversty of orthern Brtsh
More informationNYSE Specialists Participation in the Posted Quotes
European Journal of Economc and Poltcal Studes NYSE Specalsts Partcpaton n the Posted Quotes Bülent Köksal 1 Abstract: Usng 2001 NYSE system order data n the decmal prcng envronment, we analyze how the
More information>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij
69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.
More informationGROWTH STRATEGIES AND CAPITAL STRUCTURES OF SMALL AND MEDIUM-SIZED ENTERPRISES *
GROWTH STRATEGIES AND CAPITAL STRUCTURES OF SMALL AND MEDIUM-SIZED ENTERPRISES * Mnna Martkanen a Juss Nkknen b a Lappeenranta Unversty of Technology, Fnland b Unversty of Vaasa, Fnland February 5, 2007
More informationR Square Measure of Stock Synchronicity
Internatonal Revew of Busness Research Papers Vol. 7. No. 1. January 2011. Pp. 165 175 R Square Measure of Stock Synchroncty Sarod Khandaker* Stock market synchroncty s a new area of research for fnance
More informationREFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY
REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY 1 Table of Contents INTRODUCTION 3 TR Prvate Equty Buyout Index 3 INDEX COMPOSITION 3 Sector Portfolos 4 Sector Weghtng 5 Index Rebalance 5 Index
More information02_EBA2eSolutionsChapter2.pdf 02_EBA2e Case Soln Chapter2.pdf
0_EBAeSolutonsChapter.pdf 0_EBAe Case Soln Chapter.pdf Chapter Solutons: 1. a. Quanttatve b. Categorcal c. Categorcal d. Quanttatve e. Categorcal. a. The top 10 countres accordng to GDP are lsted below.
More informationTests for Two Correlations
PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.
More informationASSET LIQUIDITY, STOCK LIQUIDITY, AND OWNERSHIP CONCENTRATION: EVIDENCE FROM THE ASE
ASSET LIQUIDITY, STOCK LIQUIDITY, AND OWNERSHIP CONCENTRATION: EVIDENCE FROM THE ASE Ghada Tayem*, Mohammad Tayeh**, Adel Bno** * Correspondng author: Department of Fnance, School of Busness, The Unversty
More informationWages as Anti-Corruption Strategy: A Note
DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty
More informationReal Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments
Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on
More informationChapter 5 Student Lecture Notes 5-1
Chapter 5 Student Lecture Notes 5-1 Basc Busness Statstcs (9 th Edton) Chapter 5 Some Important Dscrete Probablty Dstrbutons 004 Prentce-Hall, Inc. Chap 5-1 Chapter Topcs The Probablty Dstrbuton of a Dscrete
More informationThe Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach
216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on
More informationFM303. CHAPTERS COVERED : CHAPTERS 5, 8 and 9. LEARNER GUIDE : UNITS 1, 2 and 3.1 to 3.3. DUE DATE : 3:00 p.m. 19 MARCH 2013
Page 1 of 11 ASSIGNMENT 1 ST SEMESTER : FINANCIAL MANAGEMENT 3 () CHAPTERS COVERED : CHAPTERS 5, 8 and 9 LEARNER GUIDE : UNITS 1, 2 and 3.1 to 3.3 DUE DATE : 3:00 p.m. 19 MARCH 2013 TOTAL MARKS : 100 INSTRUCTIONS
More informationConsumption Based Asset Pricing
Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................
More informationSurvey of Math: Chapter 22: Consumer Finance Borrowing Page 1
Survey of Math: Chapter 22: Consumer Fnance Borrowng Page 1 APR and EAR Borrowng s savng looked at from a dfferent perspectve. The dea of smple nterest and compound nterest stll apply. A new term s the
More informationAsset Management. Country Allocation and Mutual Fund Returns
Country Allocaton and Mutual Fund Returns By Dr. Lela Heckman, Senor Managng Drector and Dr. John Mulln, Managng Drector Bear Stearns Asset Management Bear Stearns Actve Country Equty Executve Summary
More informationII. Random Variables. Variable Types. Variables Map Outcomes to Numbers
II. Random Varables Random varables operate n much the same way as the outcomes or events n some arbtrary sample space the dstncton s that random varables are smply outcomes that are represented numercally.
More informationCorporate Governance and Equity Liquidity: An Analysis of S&P Transparency and Disclosure Ranking
Corporate Governance and Equty Lqudty: An Analyss of S&P Transparency and Dsclosure Rankng We-Peng Chen Humn Chung Cheng-few Lee We-L Lao ABSTRACT Ths paper nvestgates the effects of dsclosure and other
More informationAppendix - Normally Distributed Admissible Choices are Optimal
Appendx - Normally Dstrbuted Admssble Choces are Optmal James N. Bodurtha, Jr. McDonough School of Busness Georgetown Unversty and Q Shen Stafford Partners Aprl 994 latest revson September 00 Abstract
More informationJenee Stephens, Dave Seerattan, DeLisle Worrell Caribbean Center for Money and Finance 41 st Annual Monetary Studies Conference November 10 13, 2009
Jenee Stephens, ave Seerattan, esle Worrell Carbbean Center for Money and nance 41 st Annual Monetary Studes Conference November 10 13, 2009 1 OUTINE! Introducton! Revew of lterature! The Model! Prelmnary
More informationarxiv: v1 [q-fin.pm] 13 Feb 2018
WHAT IS THE SHARPE RATIO, AND HOW CAN EVERYONE GET IT WRONG? arxv:1802.04413v1 [q-fn.pm] 13 Feb 2018 IGOR RIVIN Abstract. The Sharpe rato s the most wdely used rsk metrc n the quanttatve fnance communty
More informationISE High Income Index Methodology
ISE Hgh Income Index Methodology Index Descrpton The ISE Hgh Income Index s desgned to track the returns and ncome of the top 30 U.S lsted Closed-End Funds. Index Calculaton The ISE Hgh Income Index s
More informationAdvisory. Category: Capital
Advsory Category: Captal NOTICE* Subject: Alternatve Method for Insurance Companes that Determne the Segregated Fund Guarantee Captal Requrement Usng Prescrbed Factors Date: Ths Advsory descrbes an alternatve
More informationMultifactor Term Structure Models
1 Multfactor Term Structure Models A. Lmtatons of One-Factor Models 1. Returns on bonds of all maturtes are perfectly correlated. 2. Term structure (and prces of every other dervatves) are unquely determned
More informationChapter 5 Bonds, Bond Prices and the Determination of Interest Rates
Chapter 5 Bonds, Bond Prces and the Determnaton of Interest Rates Problems and Solutons 1. Consder a U.S. Treasury Bll wth 270 days to maturty. If the annual yeld s 3.8 percent, what s the prce? $100 P
More informationStockholder Wealth Implications of the Firm s Choice Between Dividends. and Stock Repurchases
Stockholder Wealth Implcatons of the Frm s Choce Between Dvdends and Stock Repurchases by Noel R.Reynolds for The Unversty of the West Indes, St. Augustne Campus Inaugural Internatonal Conference on Busness,
More informationOption Repricing and Incentive Realignment
Opton Reprcng and Incentve Realgnment Jeffrey L. Coles Department of Fnance W. P. Carey School of Busness Arzona State Unversty Jeffrey.Coles@asu.edu Tel: (480) 965-4475 Naveen D. Danel Department of Fnance
More informationChapter 3 Student Lecture Notes 3-1
Chapter 3 Student Lecture otes 3-1 Busness Statstcs: A Decson-Makng Approach 6 th Edton Chapter 3 Descrbng Data Usng umercal Measures 005 Prentce-Hall, Inc. Chap 3-1 Chapter Goals After completng ths chapter,
More informationLimits of arbitrage and corporate financial policy
Lmts of arbtrage and corporate fnancal polcy Massmo Massa INSEAD * Urs Peyer INSEAD * Zhenxu Tong INSEAD * Frst draft: March 2004 Ths draft: September 2004 Abstract We focus on an exogenous event that
More informationTRADING RULES IN HOUSING MARKETS WHAT CAN WE LEARN? GREG COSTELLO Curtin University of Technology
ABSTRACT TRADING RULES IN HOUSING MARKETS WHAT CAN WE LEARN? GREG COSTELLO Curtn Unversty of Technology Ths paper examnes the applcaton of tradng rules n testng nformatonal effcency n housng markets. The
More informationManaging EPS Through Accelerated Share Repurchases: Compensation Versus Capital Market Incentives
Managng EPS Through Accelerated Share Repurchases: Compensaton Versus Captal Market Incentves Carol Marquardt Assocate Professor Baruch College CUNY Chrstne Tan Assstant Professor Baruch College CUNY and
More informationSpeed and consequences of venture capitalist post-ipo exit
Speed and consequences of venture captalst post-ipo ext Imants Paegls * and Paranen Veeren ** Ths verson: January, 2010 * John Molson School of Busness, Concorda Unversty, 1450 Guy St. Montreal, QC, H1H
More informationUNDERPRICING AND EX ANTE UNCERTAINTY IN IPOS: EVIDENCE FROM THE TUNISIAN STOCK MARKET
Busness Excellence and Management Jerb, A. UNDERPRICING AND EX ANTE UNCERTAINTY IN IPOS: EVIDENCE FROM THE TUNISIAN STOCK MARKET Ahmed JERIBI Unversty of Sfax, Sfax, Tunsa ahmedjerb07@yahoo.fr Abstract
More informationChapter 15: Debt and Taxes
Chapter 15: Debt and Taxes-1 Chapter 15: Debt and Taxes I. Basc Ideas 1. Corporate Taxes => nterest expense s tax deductble => as debt ncreases, corporate taxes fall => ncentve to fund the frm wth debt
More informationAn Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates
Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal
More informationFinancial Crisis and Foreign Exchange Exposure of Korean Exporting Firms
Fnancal Crss and Foregn Exchange Exposure of Korean Exportng Frms Jae-Young Cho a, Ronald A. Ratt b*, Sung-Wook Yoon c a Mnstry of Plannng and Budget, 520-3, Banpo-dong, Seocho-gu, Seoul 137-756, Korea
More informationEconomies of Scale in the Banking Industry: The Effects of Loan Specialization
Economes of Scale n the Bankng Industry: The Effects of Loan Specalzaton Y-Ka Chen Department of Busness Admnstraton and Educaton School of Busness Empora State Unversty Empora, KS 66801 E-mal: chenyka@empora.edu
More informationCHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS
CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable
More informationAssessment of Liquidity Risk Management in Islamic Banking Industry (Case of Indonesia)
Assessment of Lqudty Rsk Management n Islamc Bankng Industry (Case of Indonesa) Paper Presented n The 1 st UK Conference on Islamc Bankng and Fnance Dssertatons London School of Economcs, July 6 th, 2008
More informationManaging EPS Through Accelerated Share Repurchases: Compensation Versus Capital Market Incentives
Managng EPS Through Accelerated Share Repurchases: Compensaton Versus Captal Market Incentves Carol Marquardt Assocate Professor Baruch College CUNY Chrstne Tan Assstant Professor Baruch College CUNY and
More informationMeasurement and Management of Exchange Rate Exposure: New Approach and Evidence
Measurement and Management of Exchange Rate Exposure: New Approach and Evdence Taek Ho Kwon a, Sung C. Bae b,*, Rae Soo Park c January 2013 * Correspondng author; Tel) 419-372-8714; E-mal) bae@bgsu.edu
More informationConditional Beta Capital Asset Pricing Model (CAPM) and Duration Dependence Tests
Condtonal Beta Captal Asset Prcng Model (CAPM) and Duraton Dependence Tests By Davd E. Allen 1 and Imbarne Bujang 1 1 School of Accountng, Fnance and Economcs, Edth Cowan Unversty School of Accountng,
More informationIn the 1990s, Japanese economy has experienced a surge in the unemployment rate,
Productvty Growth and the female labor supply n Japan Yoko Furukawa * Tomohko Inu Abstract: In the 990s, Japanese economy has experenced a surge n the unemployment rate, and ths s due partly to the recent
More informationTests for Two Ordered Categorical Variables
Chapter 253 Tests for Two Ordered Categorcal Varables Introducton Ths module computes power and sample sze for tests of ordered categorcal data such as Lkert scale data. Assumng proportonal odds, such
More informationThis is a repository copy of The Response of Firms' Leverage to Uncertainty: Evidence from UK Public versus Non-Public Firms.
Ths s a repostory copy of The Response of Frms' Leverage to Uncertanty: Evdence from UK Publc versus Non-Publc Frms. Whte Rose Research Onlne URL for ths paper: http://eprnts.whterose.ac.uk/42606/ Monograph:
More informationSYSTEMATIC LIQUIDITY, CHARACTERISTIC LIQUIDITY AND ASSET PRICING. Duong Nguyen* Tribhuvan N. Puri*
SYSTEMATIC LIQUIDITY, CHARACTERISTIC LIQUIDITY AND ASSET PRICING Duong Nguyen* Trbhuvan N. Pur* Address for correspondence: Trbhuvan N. Pur, Professor of Fnance Char, Department of Accountng and Fnance
More informationFinancial Risk Management in Portfolio Optimization with Lower Partial Moment
Amercan Journal of Busness and Socety Vol., o., 26, pp. 2-2 http://www.ascence.org/journal/ajbs Fnancal Rsk Management n Portfolo Optmzaton wth Lower Partal Moment Lam Weng Sew, 2, *, Lam Weng Hoe, 2 Department
More informationFamily control and dilution in mergers
Famly control and dluton n mergers * Nlanjan Basu ** Lora Dmtrova and *** Imants Paegls Current verson: Aprl, 007 JEL classfcaton: G3, G34 Keywords: Famly frms, mergers and acqustons * Assstant Professor
More informationRisk, return and stock performance measures
Rsk, return and stock performance measures MIRELA MOMCILOVIC Hgher School of Professonal Busness Studes Vladmra Perca-Valtera 4, Nov Sad bznscentar@gmal.com http://www.vps.ns.ac.rs/sr/nastavnk.1.30.html?sn=237
More informationCompetition in Hong Kong s banking industry
Lngnan Journal of Bankng, Fnance and Economcs Volume 4 2012/2013 Academc Year Issue Artcle 6 January 2013 Competton n Hong Kong s bankng ndustry La Yee CHU Yue CUI Nan YE Yueln YAN Follow ths and addtonal
More informationMonetary Tightening Cycles and the Predictability of Economic Activity. by Tobias Adrian and Arturo Estrella * October 2006.
Monetary Tghtenng Cycles and the Predctablty of Economc Actvty by Tobas Adran and Arturo Estrella * October 2006 Abstract Ten out of thrteen monetary tghtenng cycles snce 1955 were followed by ncreases
More informationMeasures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode.
Part 4 Measures of Spread IQR and Devaton In Part we learned how the three measures of center offer dfferent ways of provdng us wth a sngle representatve value for a data set. However, consder the followng
More informationPrinciples of Finance
Prncples of Fnance Grzegorz Trojanowsk Lecture 6: Captal Asset Prcng Model Prncples of Fnance - Lecture 6 1 Lecture 6 materal Requred readng: Elton et al., Chapters 13, 14, and 15 Supplementary readng:
More informationMarket Opening and Stock Market Behavior: Taiwan s Experience
Internatonal Journal of Busness and Economcs, 00, Vol., No., 9-5 Maret Openng and Stoc Maret Behavor: Tawan s Experence Q L * Department of Economcs, Texas A&M Unversty, U.S.A. and Department of Economcs,
More informationEstimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply *
Estmaton of Wage Equatons n Australa: Allowng for Censored Observatons of Labour Supply * Guyonne Kalb and Rosanna Scutella* Melbourne Insttute of Appled Economc and Socal Research The Unversty of Melbourne
More informationSecured Debt and Corporate Performance: Evidence From REITs
Secured Debt and Corporate Performance: Evdence From REITs Brent W. Ambrose The Pennsylvana State Unversty Shaun Bond Unversty of Cncnnat and Joseph Oo Natonal Unversty of Sngapore January 12, 2009 Contact
More informationSPECIFIC TERMS AND CONDITIONS FOR TERM DEPOSIT-i BASED ON TAWARRUQ (Effective Date: 2 April 2018)
FOR TERM DEPOSIT- BASED ON TAWARRUQ (Effectve Date: 2 Aprl 2018) The Specfc Terms and Condtons mentoned heren are applcable to all Term Depost- products based on the Sharah concept of Tawarruq offered
More informationAnatomy of a Government Intervention in Index Stocks
Anatomy of a Government Interventon n Index Stocks Prce Pressure or Informaton Effects? by Karan Bhanot and Palan-Rajan Kadapakkam 1 Forthcomng n Journal of Busness Ths Verson: May 17, 2004 Keywords: Government
More informationIND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A)
IND E 20 Fnal Exam Solutons June 8, 2006 Secton A. Multple choce and smple computaton. [ ponts each] (Verson A) (-) Four ndependent projects, each wth rsk free cash flows, have the followng B/C ratos:
More informationEssays on the Dynamics of Capital Structure
Unversty of New Orleans ScholarWorks@UNO Unversty of New Orleans Theses and Dssertatons Dssertatons and Theses 8-7-2003 Essays on the Dynamcs of Captal Structure Joseph Farhat Unversty of New Orleans Follow
More informationAnalysis of the Influence of Expenditure Policies of Government on Macroeconomic behavior of an Agent- Based Artificial Economic System
Analyss of the Influence of Expendture olces of Government on Macroeconomc behavor of an Agent- Based Artfcal Economc System Shgeak Ogbayash 1 and Kouse Takashma 1 1 School of Socal Systems Scence Chba
More informationThe effect of pension accounting on corporate pension asset allocation
The effect of penson accountng on corporate penson asset allocaton El Amr* London Busness School Regent s Park London NW1 4SA, Unted Kngdom Tel: +44 (0)20 7000 8121, Fax: +44 (0)20 7000 8101 eamr@london.edu
More informationAbnormal Return, Market Reaction around Rating Announcement in Tunisian Stock Market
Internatonal Journal of Economcs and Fnance; Vol. 8, No. 7; 2016 ISSN 1916-971X E-ISSN 1916-9728 Publshed by Canadan Center of Scence and Educaton Abnormal Return, Market Reacton around Ratng Announcement
More informationInternational Financial Management
Multnatonal Corporatons (MNC Internatonal nancal Management nance ummer 006 xed versus loatng Exchange Rates loatng xed Managed floatng rate Currences float freely n ths, and s (prces are set by supply
More informationA new indicator for the cost of borrowing in the euro area
A new ndcator for the cost of borrowng n the euro area Karne Ferabol, anna äkknen and Josep Mara Pugvert Gutérrez Abstract In order to assess the effectveness of the monetary polcy pass-through across
More informationModule Contact: Dr P Moffatt, ECO Copyright of the University of East Anglia Version 2
UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 2012-13 FINANCIAL ECONOMETRICS ECO-M017 Tme allowed: 2 hours Answer ALL FOUR questons. Queston 1 carres a weght of 25%; Queston 2 carres
More informationAccounting discretion of banks during a financial crisis
Accountng dscreton of banks durng a fnancal crss Harry Huznga * (Tlburg Unversty and CEPR) and Luc Laeven (Internatonal Monetary Fund and CEPR) November 6, 2009 Abstract: Ths paper shows that banks use
More informationConditional beta capital asset pricing model (CAPM) and duration dependence tests
Edth Cowan Unversty Research Onlne ECU Publcatons Pre. 2011 2009 Condtonal beta captal asset prcng model (CAPM) and duraton dependence tests Davd E. Allen Edth Cowan Unversty Imbarne Bujang Edth Cowan
More informationHeterogeneity in Expectations, Risk Tolerance, and Household Stock Shares
Heterogenety n Expectatons, Rsk Tolerance, and Household Stock Shares John Amerks Vanguard Group Gábor Kézd Central European Unversty Mnjoon Lee Unversty of Mchgan Matthew D. Shapro Unversty of Mchgan
More informationSecured Debt and Corporate Performance: Evidence From REITs
Secured Debt and Corporate Performance: Evdence From REITs Brent W. Ambrose The Pennsylvana State Unversty Shaun Bond Unversty of Cncnnat and Joseph Oo Natonal Unversty of Sngapore March 31, 2009 Contact
More informationRaising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu
Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773
More informationEARNINGS MANAGEMENT IN NON-PROFIT HOSPITALS - EVIDENCE FROM TAIWAN
Internatonal Journal of Electronc Busness Management, Vol. 9, No. 3, pp. 243-257 (2011) 243 EARNINGS MANAGEMENT IN NON-PROFIT HOSPITALS - EVIDENCE FROM TAIWAN Hu-Fang Tan * Department of Health Care Admnstraton
More information