Abstract. Review of Literatures. Free Cash Flows (FCF)
|
|
|
- Oswald Andrews
- 9 years ago
- Views:
Transcription
1 123 A COMPARATIVE STUDY BETWEEN FREE CASH FLOWS AND EARNINGS MANAGEMENT Dr. Amalendu Bhundia Reader in Commerce; Fakir Chad College Under Universiy of Calcua, Diamond Harbour, Souh 24-Parganas, Pin , Wes Bengal, India India [email protected]; de.amalendu@rock .com Absrac This paper examines and compares free cash flows in he firms lised in Indian Sock Exchange wih an emphasis on earning managemen. The main purpose of he sudy is he inquiry of dispariy beween free cash flows in Indian Sock Exchange wih an emphasis on earnings managemen. Daa and saisics of free cash flows and earnings managemen variables are measured by Len and Poulsen (1989) model and Jones model. The resuls of his sudy signify ha here is a posiive significan relaionship beween earnings managemen and free cash flows and confirm ha firm s free cash flows can simulae earnings managemen. Key Words: Free cash flows earnings managemen, discreionary accruals, non-discreionary accruals. Naurally, all individuals have been looking for increasing heir wealh in order o maximize heir benef securiy and so on. This endency escors hem o look for suiable opporuniies in order o maximize heir wealh by he invesmen. Noneheless, here have been individuals who are unable o manage heir own properies o make prof so hey have o employ ohers o do his ask behalf of hem. According o agency heory, firs groups are principals or owners and second ones are agens or managers. Indeed, managers are represenaives for principals o conduc owner s propery accuraely and finally increase heir owner s wealh. I should be noiced ha individuals have endency o maximize heir vesed-ineres and also managers do so. Managers are eager o show a good picure of he firm's financial posiion o shareholders and oher sakeholders o faciliae maximize heir vesed-ineres and social welfare and or o keep heir posiion. Agency problem arises when maximizing agen's or manager s wealh doesn necessarily lead o maximize sockholder and sakeholders wealh. This posiion refers o ineres conflic beween agens and principals. However, aking his ineres conflic ino accoun, agens or managers may have an incenive o manipulae earnings o maximize heir self-ineres. Operaing cash flows on cash flow saemen indicae firm's abiliy o produce cash flows. However, mos of financial analyss argue ha cash flows from operaing aciviies are funds ha no only should be invesed in new fixed asses o enable firms o keep curren level of operaing aciviies, bu also a proporion of ha fund should be disribued as a dividend or share-repurchase o saisfy sockholders. Earning managemen is defined as inenionally aking seps under generally acceped accouning principles (GAAP) o achieve from he repored earnings o he desired earnings. The converging he repored earning o he desired earning is done hrough accouning manipulaion. Therefore, his call for a full diagnosis of he malady, ha is idenificaion, analysis and quanificaion of he inerfering consrains in achieving maximizaion of profis, hus opens a vas field for research and enquiry. In he presen sudy, herefore; an aemp has been made o examine and compare he inquiry of dispariy beween free cash flows in Indian Sock Exchange wih an emphasis on earnings managemen. Review of Lieraures (FCF) Operaing cash flows on cash flow saemen indicae firm's abiliy o produce cash flows. However, mos of financial analyss argue ha cash flows from operaing aciviies are funds ha no only should be invesed in new fixed asses o enable firms o keep curren level of operaing aciviies, bu also a proporion of ha fund should be disribued as a dividend or share-repurchase o saisfy sockholders. Therefore, cash flows from operaing aciviies, on is own, can' be considered as a firm abiliy Bhundia A. - A Comparaive Sudy Beween and Earnings Managemen
2 124 Business Inelligence Journal January o produce he cash flows. Jensen (1989) was among he pioneers who inroduced free cash flows heory and presened a definiion for i. In his view, free cash flows is defined as he cash from operaing aciviies afer deducing he necessiy cash in order o he invesmen in posiive ne presen value projecs. However, projecs should be measured regarding o ne presen value hrough applying a reliable cos of capial; if he resul is posiive, he necessiy cash for he invesmen deduc from firm's available cash, whaever remains will be considered as free cash flows. According o Len and Poulsen (1989) free cash flows is operaing income before depreciaion expense afer ax, ineres expense and preferred and common sockholders' dividends. Also, Copeland (1995) defines free cash flows as he operaing income afer ax plus non-cash expenses afer deducing he invesmens on working capial, propery, plan, equipmen and oher asses. According o Dechow and Ge (2006) free cash flows is he cash flows from operaing aciviies plus he cash flows from invesmen aciviies. Earnings Managemen (EM) One of he aims of financial saemens is o reflec he resuls of managemen sewardship or heir accounabiliy in he face of resources under heir conrol. Since he managemen of rade (business) uni is responsible for preparing he financial saemens, he managers in doing his imporan maer have enjoyed opporuniies o exercise judgmen in heir reporing (Saleh 2009a). Accrual accouning will give significan righ of selecion o deermine earning in he differen ime periods o managers. In deed, under his accouning sysem, he managers have significan conrol ime of disincion over some cos iems such as adverisemen, research and developmen expendiures. Significanly on he oher hand in accrual accouning sysem, he manager will face differen opions abou ime of disincion of income. For example, he mos rapid disincion of income is horough credi sales. This kind of performance by managers is called "earnings managemen" (Moradi and e al., 2011). Earning managemen is defined as inenionally aking seps under generally acceped accouning principles (GAAP) o achieve from he repored earnings o he desired earnings. The converging he repored earning o he desired earning is done hrough accouning manipulaion (Malla-Nazari & Karimi-e-Zand, 2007). Today, earning managemen is one of he mos debaable and ineresing issues in accouning research since invesors pu los of emphasis on he profi digi as a one of he mos imporan facors in he decision-making. Researches sugges ha low earnings variaion and is persisency indicae he qualiy of earnings. However, invesors can inves wih more confidence in he firms wih more persisen earning rend. In his regard, earning managemen would be one of he mehods of he window dressing of financial posiion ha is done by managemen inerfering in earning deerminaion (Noravesh & e al., 2005). On oher hand, Jensen and Meckling (1976) defines he agency relaionship as a conrac under which one or more principals engage he agen o perform some service on heir behalf which involves delegaing some decisionmaking auhoriy o he agens. Wih esablishing agency relaionship, boh sides ry o maximize heir self-ineres. Because principal and agens uiliy funcion aren equal, ineres conflic arises beween hem and drive in agency coss. I should be noiced ha individuals have endency o maximize heir vesed-ineres and also agens do so. Agens are willing o show a good picure of firm's financial posiion o shareholders and oher sockholder in order o maximize heir vesed-ineres and social welfare and or o keep heir posiion. Agency problem arises when maximizing agen's wealh doesn necessarily lead o maximize sockholder and sakeholders wealh. However, wih consideraion of he ineres conflic beween agens and principals, agen will have an incenive o manipulae earnings o maximize heir self-ineres. Because earning managemen is done on various purposes by agens, empirical evidences of he research lieraure abou agency relaionship and earning managemen, in some exen, are mixed and vague. If earning managemen is done on an opporunisic purpose, firms will have more agency coss and agen will show more profi. In oher words, here is posiive relaionship beween earning managemen and ineres conflic momenum. Bu if earning managemen isn in favor of agen's vesed-ineres, i is expeced ha firms wih high agency coss, have low earning managemen because earning managemen isn done in favor of agen's ineres (Porns e al., 2008). Jaggi and Gul (2000) in his research found ha posiive relaionship beween earning managemen and high free cash flows in firms wih low growh. They argue ha according o Jensen heory, in hese firms, agens insead of disribuing hese free cash flows inves i in he projecs wih negaive ne presen value which drops firms marke value (marke reacs). Therefore, hese firms' managers ry o adjus his siuaion by applying discreionary accruals iems ha sep up income and achieve heir vesed-ineres. Business Inelligence Journal - January, 2012 Vol.5 No.1
3 125 In addiion, hey showed ha deb (financial leverage) adjuss he menioned relaionship. Jones and e al. (2001) sudied relaionship beween earning managemen and free cash flows in he firms wih new and old-srucured economy in Ausralia. He observed ha here is posiive relaionship beween discreionary accrual iems and free cash flows in he firms wih an oldsrucured economy (usually have low growh) because hese firms managers ry o compensae heir weak performance hrough discreionary accrual iems, bu he didn find significan relaionship in he firms wih a newsrucured economy (wih high growh). Chung, e al. (2005) invesigaed he relaionship beween earning managemen and free cash flows in firms wih low growh during he period of Their research sample consiss of American firms. Their resuls indicae posiive significan relaionship beween earnings managemen and free cash flows. Addiionally, afer survey on relaionships among insiuional sakeholders, audi firms and high audi qualiy hey found ou ha he menioned variables lead o a decrease in he relaionship beween earnings managemen and free cash flows and preven managers from managing he earnings. Opler and Timen (1993) saed ha firms wih high growh opporuniy are more probabiliy o have low free cash flows, since available cash is invesed on projecs wih posiive NPV. Tsui and Gul (2000) invesigaed audi fee in high free cash flows and low growh firms in Hongkong. Their findings show, in his sor of firms, because of relaed agency problems of high cash flows, audi fee is high. Also, hey explained ha according o Jensen heory, deb facor can have imporan role in he audi fee reducion. According o Jensen heory, Jagi and Gul (2000) highlighed ha deb facor adjuss he relaionship beween earning managemen and free cash flows in low growh firms. In oher words, more deb raio in hese firms cause managers can inves less in negaive NPV projecs. Richardson (2006) found in firms wih high free cash flows, he invesmen is more han opimal level. In his research sample, during , on average 20 percen of non- financial firms invesed heir free cash flows over opimal level. Buki & Iskandar (2009) sudied abou Surplus Free Cash Flow, Earnings Managemen and Audi Commiee and found ha independen audi commiee helps companies wih high surplus free cash flow o reduce income-increasing earnings managemen pracices. Wang and e al (2010) sudied impac of composiions and characerisics of board of direcors and earnings managemen on fraud and concluded ha discreionary working capial accrual has no influence on fraud and he ineracion of insiuional direcor holding and he discreionary working capial accrual has negaive influence on fraud before he ac of he independen direcors and audior, bu he discreionary working capial accrual has negaive influence on fraud aferward. The conclusive sum of his rerospecive review of relevan lieraure produced ill dae on he offered subjec reveals wide room for he validiy and originaes of his work and reflecs some decisive evidences ha affirm is viabiliy, as may be marked here i. Nor has any previous research examined he free cash flows and Earnings managemen and he exisence of free cash flows and Earnings managemen relaionship of firms lised in Indian sock exchange. Objecives of he Sudy The main objec of he presen sudy is o examine he inquiry of dispariy beween free cash flows in Indian Sock Exchange wih an emphasis on earnings managemen. More specifically i seeks o dwells upon mainly he following issues: i. To observe he free cash flows and earnings managemen siuaion under he sudy; ii. To compare he free cash flows and earnings managemen siuaion under he sudy; iii. To explore he free cash flows and earnings managemen associaion; Mehodology of he Sudy Research Hypohesis There is a difference among firms free cash flows lised in Indian Sock Exchange wih an emphasis on earnings managemen. Sub hypoheses H1: There is a difference among firms free cash flows lised in Indian Sock Exchange wih an emphasis on discreionary accrual iems of earning managemen. H2: There is a difference among firms free cash flows lised in Indian Sock Exchange wih an emphasis on nondiscreionary accrual iems of earning managemen. Bhundia A. - A Comparaive Sudy Beween and Earnings Managemen
4 126 Business Inelligence Journal January Research Design Research mehodology which is used in his sudy is he correlaion ype. Since research aimed o invesigae and compare firm's free cash flow wih an emphasis on earning managemen, Correlaion mehod is used for free cash flows and earning managemen variables. Saisical analysis is done by Eviews 6 sofware. Documenal along wih survey-field mehods are used in daa collecion. Survey-field mehod for collecing daa is from he financial saemens of firms lised in Indian Sock Exchange and documenal mehod is for lieraure sudy and research background review. In Survey-field mehod, required daa for research variables measuremen were acquired by using daa bases of Indian Sock Exchange. Research daa sample consiss of he lised firms in Indian Sock Exchange a all sors of indusry during he period of Sysemaic-eliminaion random sampling is used for daa sampling. Taking hese characerisic ino consideraion, daa sample reduced by 215 firms and from his number 142 firms seleced, considering firms homogeneiy and saisical guidance. Research Variables A -1 is oal asses carrying value of firm (i) in year (-1) Adjused Jones model (inroduced by Dechow, e al. 1995) is used for EM measuremen, for is abiliy o solve presen research problem. The model is as follow: NDA = α (1/A ΔREC 1 }/A i 1 i 1 ) + α ) + α ({ REV 3 2 (PPE /A i 1 Where: NDA is discreionary accrual iems a year () Ai-1 is oal asse of firm (i) a year (-1) ΔREV is he difference beween percen years sale o previous year ΔREC is he difference beween presen ne receivables o previous year PPE is gross plan, propery and equipmen in year () α1, α2, α3 are firm's special parameers and calculaed by following equaion: TA / A i 1 + α ( PPE 3 = α (1/ A 1 / A i 1 i 1 ) + ε ) ) + α ( REV / A 2 i 1 ) Research variables are free cash flows as an independen variable and earning managemen as a dependen variable. Len and Pulson model (1989) is applied for measuring free cash flows. According o his model free cash flow is calculaed by deducing oal of axes, ineres cos and dividend from operaing income before depreciaion and sandardized by dividing i o asses as following: FCF PSDIV = ( INC CSDIV TAX ) / A INTEP 1 Where: FCF is FCF of firm (i) a year () INC is operaing income afer depreciaion of firm (i) a year () TAX is oal axes of firm (i) a year () INTEP is ineres expense of firm (i) a year () PSDIV is preferred sock holders dividends of firm (i) in year () CSDIV is common sock holders dividends of firm (i) in year () TA is a proxy for oal accrual iems a year () oal accrual iems is calculaed by following equaion: TA i = NI CFO And discreionary accruals (DA ) is calculaed by he difference beween oal accruals and non- discreionary accruals as following: DA i = TAi / Ai 1 NDA A -1 is oal asses carrying value of firm (i) in year (-1). Empirical Resuls and Analysis Descripive saisic of research variables are shown in Table-1. Free cash flows as he independen variable have he mos co-efficien of variaion and dispersion (400) and vice versa, discreionary and non-discreionary accruals as he dependen variable have fewer coefficien of variaion i Business Inelligence Journal - January, 2012 Vol.5 No.1
5 127 han free cash flows (69.3 and respecively). The low persisence of free cash flows shows ha, o some exen, level of free cash flows is independen from discreionary and non-discreionary accruals and can' explain hese variaions. Variables Crieria Table 1: Descripive Saisics Discreionary Non- Discreionary Mean Median Maximum Minimum Sd. Dev C.V. (%) Table-6. I should be noiced ha, since free cash flows daa isn normal and has posiive skewness, he median is used for dividing daa ino wo groups- high and low free cash flows. Finding of free cash flows effec on discreionary accruals in able 3 show posiive relaion beween hese wo variables; i means ha increasing free cash flows in firm causes increasing discreionary accruals. Also, he relaionship beween free cash flows and discreionary accruals wih aking regression coefficien of free cash flows (0.037) and -saisic (0.684) ino consideraion is no significan and shows ha discreionary accruals is relaively independen from level of free cash flows. Resuls of F-saisic indicae model in whole is significan and considering Durbin-Wason saisic, i hasn auo-correlaion problem. Resuls of coefficien of deerminaion show ha of discreionary accruals variaions is relaed o he firm's free cash flows. Pool uni roo es is used for invesigaion of variables persisency. Resuls from pool uni roo es of Levin, lin and chu saisic and also Im, Pesaran and Shin-W saisic is shown in Table-2. All research variables including dependen and independen variables are persisen in sudied period. Mehod Lev Lin & Chu Breiung -sa Im, Pesaran & Shin W-sa ADF-Fisher Chi-square PP-Fisher Chi-square Discreionary -44/32-2/76-7/85 126/25 289/37 Hadri Z-sa 8/48 Nondiscreionary -27/69-3/25-9/34 279/02 331/26 11/99-114/23-3/82 (0/0001) -26/34 309/53 351/58 14/79 To analysis sub-hypohesis 1 and 2, free cash flows effecs on discreionary and non- discreionary accruals of earning managemen along wih compare means es for discreionary and non-discreionary accruals in firms wih low and high free cash flows are shown in Table-3 and Table-3: Associaions beween Discreionary and Free Cash based on Regression Model Dependen Variable: Discreionary Mehod: Leas Squares Variables Coefficien -Saisic Probabiliy Discreionary R-squared Durbin- Wason Sa F-saisic Prop. (F-saisic) Resuls of free cash flows effec on non-discreionary accruals which is shown on able 4 indicae negaive relaion beween wo variables. The relaionship beween firms free cash flows and non-discreionary accrual wih aking regression coefficien of free cash flows variable (-0.016) is very weak and -saisic (0.771) is no significan which indicaes non-discreionary accruals is independen from firms free cash flows. Resuls of F-saisic show ha model isn significan in whole and here isn auo-correlaion problem considering Durbin-Wason saisic. Resuls of coefficien of deerminaion shows of non-discreionary accruals variaions is reversely relaed o firms free cash flows. Bhundia A. - A Comparaive Sudy Beween and Earnings Managemen
6 128 Business Inelligence Journal January Table-4: Associaions beween Non-discreionary and based on Regression Model Dependen Variable: Discreionary Mehod: Leas Squares Variables Coefficien -Saisic Probabiliy Nondiscreionary R-squared Durbin-Wason Sa F-saisic Prop. (F-saisic) In order o complee research resuls, compare means es is also conduced for discreionary accruals and nondiscreionary accruals in firms wih high and low free cash flows which is shown in Table-5 and Table-6. ANOVA and -saisic which is shown in Table-5 indicaes ha here isn significan difference among discreionary accruals means in firms wih high and low free cash flows. Conclusions of he Sudy To es research hypohesis, wo regression models wih a consan effecs are esimaed which is explained as followings: 1. According o Len and pulson model variaions of discreionary accruals is relaed o firms free cash flows; 2. There is weak and negaive relaion beween nondiscreionary accruals and level of free cash flows according o Len and Pulson model and of nondiscreionary accruals variaions is relaed o free cash flows, reversely; 3. Resuls of Anova and -saisic indicae ha here isn significan difference among discreionary accrual means in firms wih high and low free cash flows; 4. Resuls of Anova and -saisic indicae ha here isn significan difference among non-discreionary accrual means in firms wih high and low free cash flows. Research resuls are consisen wih Jaggi and Gul (2000), Jones (2001) and Chung, e al. (2005). Limiaions of he Sudy Table-5: Compare Means Tes of Discreionary in Firms wih High and Low Mehod df Value Probabiliy -es ANOVA F-saisic Table-6: Compare Means Tes of Non-discreionary in Firms wih High and Low Mehod df Value Probabiliy -es ANOVA F-saisic ANOVA and -saisic which is shown in Table-6 indicaes ha here isn significan difference among nondiscreionary accruals means in firms wih high and low free cash flows. The findings have imporan implicaions for policy makers and praciioners. The resuls reveal an associaion, no a causal link, beween surplus free cash flow condiion and he level of earnings managemen. Also, inferences in his paper are limied by he seleced sample and ime period, and he sample size is relaively small. A larger sample size may be necessary in order o obain a more saisical power for he daa analysis and significan resuls of hypohesis esing. Thus, fuure research may employ a larger sample size in order o also improve he generalizabiliy of resuls. References Buk R. B. & Iskandar, T. M. (2009), Surplus Flow, Earnings Managemen and Audi Commiee", In. Journal of Economics and Managemen, 3(1), Chung, R, Firh, M & Kim, J. (2005), "Earning Managemen, Surplus Flow, and Exernal Monioring", Journal of Business Research, 58, Business Inelligence Journal - January, 2012 Vol.5 No.1
7 129 Copeland, T. E., Weson, J. F & Shasr K. (2005), "Financial Theory and Capial Policy", Boson, MA, Addison-Wesley. Dechow, P. and G. S. (2006). "The Persisence of Earnings and Cash and he Role of Special Iems: Implicaions for he Accrual Anomaly", Review of Accouning Sudies, 11, (2/3). Dechow, P. M., Sloan, R. G. & Sweeney, A. P. (1995), "Deecing Earnings Managemen", Accouning Review, 70, Jagg B., & Gul, A. (2000), "Evidence of Accrual Managerial: A Tes of he Flow and Deb Monioring Hypohesis", Working Paper, www. ssrn. com. Jensen M. C. (1986), "Agency Coss of Flow, Corporae Finance and Takeovers", Am Econ Rev, 76, Jensen M. C. & Meckling W. H. (1976), "Theory of he Firm: Managerial Behavior, Agency Coss, and Capial Srucure", J Finance Econ, 3 (4), Jones, J. (1991), "Earnings Managemen during Impor Relief Invesigaions", Journal Accouning Research, 29, Jones, S. & Sharma, R. (2001), "The Impac of Free Cash Flow, Financial Leverage and Accouning Regulaion on Earnings Managemen in Ausralia s old and new Economies", Managerial Finance, 27 (12), Len, K., & Poulsen, A. (1989), " Flow and Sock Holder Gains in Going Privae Transacions", Journal of finance,44, Malla-Nazar M. & Karimizand, S. (2007), "The Survey on Relaionship beween Income Smoohing and Indusry Type in Lised Firms in TSE", Accouning and Audi Review, 47, Morad M., Salehi M. & Shirdel, J. (2011) "An Invesigaion of he Relaionship beween Audi Firm Size and Earning Managemen in Quoed Companies in Tehran sock exchange", African Journal of Business Managemen, 5 (8), Noravesh, E., Nikbakh, M. R. and Sepas S. (2005) "The Invesigaion of Earning Managemen in TSE", Journal of human and social sciences of Shiraz universiy, 2, Opler,. & Timan, S. (1993), "The Deerminans of Leveraged Buyou Aciviy: Flow vs. Financial Disress Coss", Journal of Finance, 48, Richardson, S. (2006), "Over-Invesmen of Flow", Review of Accouning Sudies, 11, Porns J., Gary, A. M., Soon Suk, Y. & Young S. K. (2008), "Is Earnings Managemen Opporunisic or Beneficial? An Agency Theory Perspecive", Inernaional Review of Financial Analysis, 17, Saleh M. (2009a). "In he Name of Independence: Wih Regard o Pracicing Non-Audi Service", In. J. Bus. Res., 2(2), Tsu J., Jagg B., & Gul, F. (2001), "CEO Dominaion, Growh Opporuniies, and Their Impac on Audi Fees", Journal of Accouning, Audiing and Finance, 16, Wang, Y. H., Chuang, C. C. & Lee, S. Y. (2010). "Impac of Composiions and Characerisics of Board of Direcors and Earnings Managemen on Fraud", African Journal of Business Managemen, 4 (4), Bhundia A. - A Comparaive Sudy Beween and Earnings Managemen
Contrarian insider trading and earnings management around seasoned equity offerings; SEOs
Journal of Finance and Accounancy Conrarian insider rading and earnings managemen around seasoned equiy offerings; SEOs ABSTRACT Lorea Baryeh Towson Universiy This sudy aemps o resolve he differences in
The Effect of Working Capital Management on Reducing the Stock Price Crash Risk(Case Study: Companies Listed in Tehran Stock Exchange)
Inernaional Research Journal of Applied and Basic Sciences 2013 Available online a www.irjabs.com ISSN 2251-838X / Vol, 6 (9): 1222-1228 Science Explorer Publicaions The Effec of Working Capial Managemen
SURVEYING THE RELATIONSHIP BETWEEN STOCK MARKET MAKER AND LIQUIDITY IN TEHRAN STOCK EXCHANGE COMPANIES
Inernaional Journal of Accouning Research Vol., No. 7, 4 SURVEYING THE RELATIONSHIP BETWEEN STOCK MARKET MAKER AND LIQUIDITY IN TEHRAN STOCK EXCHANGE COMPANIES Mohammad Ebrahimi Erdi, Dr. Azim Aslani,
How does working capital management affect SMEs profitability? This paper analyzes the relation between working capital management and profitability
How does working capial managemen affec SMEs profiabiliy? Absrac This paper analyzes he relaion beween working capial managemen and profiabiliy for small and medium-sized firms by conrolling for unobservable
THE EFFECT OF CORPORATE GOVERNANCE FACTORS ON CASH FLOW RESULTING FROM OPERATING ACTIVITIES AND FIRM FINANCING
An Open Access, Online Inernaional Journal Available a www.cibech.org/sp.ed/jls/2014/04/jls.hm Research Aricle THE EECT O CORPORATE GOVERNANCE ACTORS ON CASH LOW RESULTING ROM OPERATING ACTIVITIES AND
BALANCE OF PAYMENTS. First quarter 2008. Balance of payments
BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, [email protected] Camilla Bergeling +46 8 506 942 06, [email protected]
Chapter 6: Business Valuation (Income Approach)
Chaper 6: Business Valuaion (Income Approach) Cash flow deerminaion is one of he mos criical elemens o a business valuaion. Everyhing may be secondary. If cash flow is high, hen he value is high; if he
USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES
USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were
Chapter 1.6 Financial Management
Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1
Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry
Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Robyn Swif Economics and Business Saisics Deparmen of Accouning, Finance and Economics Griffih Universiy Nahan
VALUE BASED FINANCIAL PERFORMANCE MEASURES: AN EVALUATION OF RELATIVE AND INCREMENTAL INFORMATION CONTENT
VALUE BASED FINANCIAL PERFORMANCE MEASURES: AN EVALUATION OF RELATIVE AND INCREMENTAL INFORMATION CONTENT Pierre Erasmus Absrac Value-based (VB) financial performance measures are ofen advanced as improvemens
Chapter 8: Regression with Lagged Explanatory Variables
Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One
Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**
Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia
PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE
Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees
Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand
36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,
How To Calculate Price Elasiciy Per Capia Per Capi
Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh
Journal Of Business & Economics Research September 2005 Volume 3, Number 9
Opion Pricing And Mone Carlo Simulaions George M. Jabbour, (Email: [email protected]), George Washingon Universiy Yi-Kang Liu, ([email protected]), George Washingon Universiy ABSTRACT The advanage of Mone Carlo
THE INTERPLAY BETWEEN DIRECTOR COMPENSATION AND CEO COMPENSATION
The Inernaional Journal of Business and Finance Research VOLUME 8 NUMBER 2 2014 THE INTERPLAY BETWEEN DIRECTOR COMPENSATION AND CEO COMPENSATION Dan Lin, Takming Universiy of Science and Technology Lu
Earnings Timeliness and Seasoned Equity Offering Announcement Effect
Inernaional Journal of Humaniies and Social Science Vol. 1 No. 0; December 011 Earnings Timeliness and Seasoned Equiy Offering Announcemen Effec Yuequan Wang School of Accouning and Finance The Hong Kong
Idealistic characteristics of Islamic Azad University masters - Islamshahr Branch from Students Perspective
Available online a www.pelagiaresearchlibrary.com European Journal Experimenal Biology, 202, 2 (5):88789 ISSN: 2248 925 CODEN (USA): EJEBAU Idealisic characerisics Islamic Azad Universiy masers Islamshahr
Copyright Undertaking
Copyrigh Underaking This hesis is proeced by copyrigh, wih all righs reserved. By reading and using he hesis, he reader undersands and agrees o he following erms: 1. The reader will abide by he rules and
Corporate governance reform and earnings management
Invesmen Managemen and Financial Innovaions, Volume 8, Issue 4, 2011 Juo-Lien Wang (Taiwan), Her-Jiun Sheu (Taiwan), Huimin Chung (Taiwan) Corporae governance reform and earnings managemen Absrac This
The Determinants of Trade Credit: Vietnam Experience
Proceedings of he Second Asia-Pacific Conference on Global Business, Economics, Finance and Social Sciences (AP15Vienam Conference) ISBN: 978-1-63415-833-6 Danang, Vienam, 10-12 July 2015 Paper ID: V536
DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR
Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios
Does the Market Detect Firms Real Earnings Management? Wei Li. Department of Accounting University of Melbourne [email protected].
Does he Marke Deec Firms Real Earnings Managemen? Wei Li Deparmen of Accouning Universiy of Melbourne [email protected] Yunyan Zhang Deparmen of Accouning Universiy of Melbourne [email protected]
The Implications of Capital Investments for Future Profitability and Stock Returns an Overinvestment Perspective
The Implicaions of Capial Invesmens for Fuure Profiabiliy and Sock Reurns an Overinvesmen Perspecive Donglin Li* Haas School of Business, Universiy of California, Berkeley, CA9470 Phone: (510) 549 318
LEASING VERSUSBUYING
LEASNG VERSUSBUYNG Conribued by James D. Blum and LeRoy D. Brooks Assisan Professors of Business Adminisraion Deparmen of Business Adminisraion Universiy of Delaware Newark, Delaware The auhors discuss
The Interest Rate Risk of Mortgage Loan Portfolio of Banks
The Ineres Rae Risk of Morgage Loan Porfolio of Banks A Case Sudy of he Hong Kong Marke Jim Wong Hong Kong Moneary Auhoriy Paper presened a he Exper Forum on Advanced Techniques on Sress Tesing: Applicaions
Markit Excess Return Credit Indices Guide for price based indices
Marki Excess Reurn Credi Indices Guide for price based indices Sepember 2011 Marki Excess Reurn Credi Indices Guide for price based indices Conens Inroducion...3 Index Calculaion Mehodology...4 Semi-annual
Optimal Investment and Consumption Decision of Family with Life Insurance
Opimal Invesmen and Consumpion Decision of Family wih Life Insurance Minsuk Kwak 1 2 Yong Hyun Shin 3 U Jin Choi 4 6h World Congress of he Bachelier Finance Sociey Torono, Canada June 25, 2010 1 Speaker
Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya.
Principal componens of sock marke dynamics Mehodology and applicaions in brief o be updaed Andrei Bouzaev, [email protected] Why principal componens are needed Objecives undersand he evidence of more han one
Financial Accounting Characteristics and Debt Covenants
Financial Accouning Characerisics and Deb Covenans Richard Frankel Washingon Universiy in S. Louis [email protected] Lubomir Liov Washingon Universiy in S. Louis [email protected] Firs draf: January 2006 Curren
Why Did the Demand for Cash Decrease Recently in Korea?
Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in
Measuring macroeconomic volatility Applications to export revenue data, 1970-2005
FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a
WORKING CAPITAL ACCRUALS AND EARNINGS MANAGEMENT 1
Invesmen Managemen and Financial Innovaions, Volume 4, Issue 2, 2007 33 WORKING CAPITAL ACCRUALS AND EARNINGS MANAGEMENT Joseph Kersein *, Aul Rai ** Absrac We reexamine marke reacions o large and small
4. International Parity Conditions
4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency
Performance Center Overview. Performance Center Overview 1
Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener
Present Value Methodology
Presen Value Mehodology Econ 422 Invesmen, Capial & Finance Universiy of Washingon Eric Zivo Las updaed: April 11, 2010 Presen Value Concep Wealh in Fisher Model: W = Y 0 + Y 1 /(1+r) The consumer/producer
Distributing Human Resources among Software Development Projects 1
Disribuing Human Resources among Sofware Developmen Proecs Macario Polo, María Dolores Maeos, Mario Piaini and rancisco Ruiz Summary This paper presens a mehod for esimaing he disribuion of human resources
Estimating Time-Varying Equity Risk Premium The Japanese Stock Market 1980-2012
Norhfield Asia Research Seminar Hong Kong, November 19, 2013 Esimaing Time-Varying Equiy Risk Premium The Japanese Sock Marke 1980-2012 Ibboson Associaes Japan Presiden Kasunari Yamaguchi, PhD/CFA/CMA
Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.
Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised
Impact of scripless trading on business practices of Sub-brokers.
Impac of scripless rading on business pracices of Sub-brokers. For furher deails, please conac: Mr. T. Koshy Vice Presiden Naional Securiies Deposiory Ld. Tradeworld, 5 h Floor, Kamala Mills Compound,
Morningstar Investor Return
Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion
I. Basic Concepts (Ch. 1-4)
(Ch. 1-4) A. Real vs. Financial Asses (Ch 1.2) Real asses (buildings, machinery, ec.) appear on he asse side of he balance shee. Financial asses (bonds, socks) appear on boh sides of he balance shee. Creaing
Capital Investment Measures, Future Earnings and Future Returns: The UK Evidence
Capial Invesmen Measures, Fuure Earnings and Fuure Reurns: The UK Evidence Nikola Perovic 1 School of Economics, Finance and Managemen, Universiy of Brisol Suar Manson Essex Business School, Universiy
The Impact of Debt Financing on Firm Investment Behavior: Evidence from China
Inernaional Journal of Digial Conen Technology and is Applicaions Volume 4, Number 9, December 2010 The Impac of Deb Financing on Firm Invesmen Behavior: Evidence from China 1 Li Jiming, 2 Shi Chengqin,
The Influence of Iran's Entrance into the WTO on Major Indexes of Tehran Stock Exchange
2013, TexRoad Publicaion ISSN: 2090-4274 Journal of Applied Environmenal and Biological Sciences www.exroad.com The Influence of Iran's Enrance ino he WTO on Major Indexes of Tehran Sock Exchange Darush
The Behavior of China s Stock Prices in Response to the Proposal and Approval of Bonus Issues
The Behavior of China s Sock Prices in Response o he Proposal and Approval of Bonus Issues Michelle L. Barnes a* and Shiguang Ma b a Federal Reserve Bank of Boson Research, T-8 600 Alanic Avenue Boson,
Investigation of Human Resource Management Practices (HRM) in Hospitals of Jalgaon District
BUSINESS AND TECHNOLOGY (IJSSBT), Vol. 1,.2, FEBRUARY 213 Invesigaion of Human Resource Managemen Pracices (HRM) in Hospials of Jalgaon Disric Saroj B. Pail*; Dr. P.T.Choudhari** *Research Scholar, rh
The Grantor Retained Annuity Trust (GRAT)
WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business
Market Analysis and Models of Investment. Product Development and Whole Life Cycle Costing
The Universiy of Liverpool School of Archiecure and Building Engineering WINDS PROJECT COURSE SYNTHESIS SECTION 3 UNIT 11 Marke Analysis and Models of Invesmen. Produc Developmen and Whole Life Cycle Cosing
Fifth Quantitative Impact Study of Solvency II (QIS 5) National guidance on valuation of technical provisions for German SLT health insurance
Fifh Quaniaive Impac Sudy of Solvency II (QIS 5) Naional guidance on valuaion of echnical provisions for German SLT healh insurance Conens 1 Inroducion... 2 2 Calculaion of bes-esimae provisions... 3 2.1
Individual Health Insurance April 30, 2008 Pages 167-170
Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve
Appendix D Flexibility Factor/Margin of Choice Desktop Research
Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4
Ownership structure, liquidity, and trade informativeness
Journal of Finance and Accounancy ABSTRACT Ownership srucure, liquidiy, and rade informaiveness Dan Zhou California Sae Universiy a Bakersfield In his paper, we examine he relaionship beween ownership
CEO Incentives and the Cost of Debt
CEO Incenives and he Cos of Deb Kenneh W. Shaw Universiy of Missouri-Columbia ABSTRACT Moivaed by concerns ha sock-based compensaion migh lead o excessive risk-aking, his paper examines he relaions beween
The Influence of Positive Feedback Trading on Return Autocorrelation: Evidence for the German Stock Market
The Influence of Posiive Feedback Trading on Reurn Auocorrelaion: Evidence for he German Sock Marke Absrac: In his paper we provide empirical findings on he significance of posiive feedback rading for
TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS
TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS RICHARD J. POVINELLI AND XIN FENG Deparmen of Elecrical and Compuer Engineering Marquee Universiy, P.O.
INTERNATIONAL REAL ESTATE REVIEW 2003 Vol. 6 No. 1: pp. 43-62. Banking System, Real Estate Markets, and Nonperforming Loans
Banking Sysem, Real Esae Markes, and Nonperforming Loans 43 INTERNATIONAL REAL ESTATE REVIEW 2003 Vol. 6 No. 1: pp. 43-62 Banking Sysem, Real Esae Markes, and Nonperforming Loans Wen-Chieh Wu Deparmen
International Business & Economics Research Journal March 2007 Volume 6, Number 3
Weak Form Efficiency In Indian Sock Markes Rakesh Gupa, (E-mail: [email protected]), Cenral Queensland Universiy, Ausralia Parikshi K. Basu, (E-mail: [email protected]), Charles Sur Universiy, Ausralia
The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas
The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he
Market Efficiency or Not? The Behaviour of China s Stock Prices in Response to the Announcement of Bonus Issues
Discussion Paper No. 0120 Marke Efficiency or No? The Behaviour of China s Sock Prices in Response o he Announcemen of Bonus Issues Michelle L. Barnes and Shiguang Ma May 2001 Adelaide Universiy SA 5005,
Does Stock Price Synchronicity Represent Firm-Specific Information? The International Evidence
Does Sock Price Synchroniciy Represen Firm-Specific Informaion? The Inernaional Evidence Hollis Ashbaugh-Skaife Universiy of Wisconsin Madison 975 Universiy Avenue Madison, WI 53706 608-63-7979 [email protected]
Anticipating the future from the past: the valuation implication of mergers and acquisitions 1
Anicipaing he fuure from he pas: he valuaion implicaion of mergers and acquisiions 1 Ning Zhang Deparmen of Accouning, Fuqua School of Business Duke Universiy June, 2012 Preliminary and commens welcome
MSCI Index Calculation Methodology
Index Mehodology MSCI Index Calculaion Mehodology Index Calculaion Mehodology for he MSCI Equiy Indices Index Mehodology MSCI Index Calculaion Mehodology Conens Conens... 2 Inroducion... 5 MSCI Equiy Indices...
Research on Inventory Sharing and Pricing Strategy of Multichannel Retailer with Channel Preference in Internet Environment
Vol. 7, No. 6 (04), pp. 365-374 hp://dx.doi.org/0.457/ijhi.04.7.6.3 Research on Invenory Sharing and Pricing Sraegy of Mulichannel Reailer wih Channel Preference in Inerne Environmen Hanzong Li College
Do Firms with Captive Financial Subsidiaries Manage Earnings More Successfully?
Do Firms wih Capive Financial Subsidiaries Manage Earnings More Successfully? Nikolay Halov Rady School of Managemen Universiy of California, San Diego [email protected] Lubomir P. Liov Universiy of Arizona
II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal
Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.
Macroeconomic functions of the Russian stock market
December, 2. 6. 2013 Macroeconomic funcions of he Russian sock marke Adam Marszk Faculy of Managemen and Economics Gdańsk Universiy of Technology Gdańsk, Poland [email protected] Absrac The purpose
Evidence from the Stock Market
UK Fund Manager Cascading and Herding Behaviour: New Evidence from he Sock Marke Yang-Cheng Lu Deparmen of Finance, Ming Chuan Universiy 250 Sec.5., Zhong-Shan Norh Rd., Taipe Taiwan E-Mail [email protected],
INTRODUCTION TO FORECASTING
INTRODUCTION TO FORECASTING INTRODUCTION: Wha is a forecas? Why do managers need o forecas? A forecas is an esimae of uncerain fuure evens (lierally, o "cas forward" by exrapolaing from pas and curren
Commission Costs, Illiquidity and Stock Returns
Commission Coss, Illiquidiy and Sock Reurns Jinliang Li* College of Business Adminisraion, Norheasern Universiy 413 Hayden Hall, Boson, MA 02115 Telephone: 617.373.4707 Email: [email protected] Rober Mooradian
Article The determinants of cash flows in Greek bond mutual funds. International Journal of Economic Sciences and Applied Research
econsor www.econsor.eu Der Open-Access-Publikaionsserver der ZBW Leibniz-Informaionszenrum Wirschaf The Open Access Publicaion Server of he ZBW Leibniz Informaion Cenre for Economics Grose, Chrisos Aricle
ANALYSIS AND ACCOUNTING OF TOTAL CASH FLOW
Annals of he Universiy of Peroşani, Economics, 12(1), 2012, 205-216 205 ANALYSIS AND ACCOUNTING OF TOTAL CASH FLOW MELANIA ELENA MICULEAC ABSTRACT: In order o reach he objecive of supplying some relevan
Investor sentiment of lottery stock evidence from the Taiwan stock market
Invesmen Managemen and Financial Innovaions Volume 9 Issue 1 Yu-Min Wang (Taiwan) Chun-An Li (Taiwan) Chia-Fei Lin (Taiwan) Invesor senimen of loery sock evidence from he Taiwan sock marke Absrac This
Migration, Spillovers, and Trade Diversion: The Impact of Internationalization on Domestic Stock Market Activity
Migraion, Spillovers, and Trade Diversion: The mpac of nernaionalizaion on Domesic Sock Marke Aciviy Ross Levine and Sergio L. Schmukler Firs Draf: February 10, 003 This draf: April 8, 004 Absrac Wha is
Chapter Four: Methodology
Chaper Four: Mehodology 1 Assessmen of isk Managemen Sraegy Comparing Is Cos of isks 1.1 Inroducion If we wan o choose a appropriae risk managemen sraegy, no only we should idenify he influence ha risks
ANOMALIES IN INDIAN STOCK MARKET AN EMPIRICAL EVIDENCE FROM SEASONALITY EFFECT ON BSEIT INDEX
-Journal of Ars, Science & Commerce ANOMALIES IN INDIAN STOCK MARKET AN EMPIRICAL EVIDENCE FROM SEASONALITY EFFECT ON BSEIT INDEX Dr. Pedapalli Neeraja, M.Com., M.Phil. Ph.D. Assisan Professor Business
Are the Major Japanese Banks Uniform or Unique?
Are he Major Japanese Banks Uniform or Unique? Kahryn L. Dewener* Universiy of Washingon Yasushi Hamao Universiy of Souhern California Alan C. Hess Universiy of Washingon July 2004 Absrac We use banking
DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS
DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper
The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of
Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world
Vector Autoregressions (VARs): Operational Perspectives
Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians
Publicly-Traded versus Privately-Held: Implications for Bank Profitability, Growth, Risk, and Accounting Conservatism
ly-traded versus Privaely-Held: Implicaions for Bank Profiabiliy, Growh, Risk, and Accouning Conservaism D. Craig Nichols Assisan Professor of Accouning Johnson Graduae School of Managemen Cornell Universiy
ARCH 2013.1 Proceedings
Aricle from: ARCH 213.1 Proceedings Augus 1-4, 212 Ghislain Leveille, Emmanuel Hamel A renewal model for medical malpracice Ghislain Léveillé École d acuaria Universié Laval, Québec, Canada 47h ARC Conference
THE IMPACT OF CUBES ON THE MARKET QUALITY OF NASDAQ 100 INDEX FUTURES
Invesmen Managemen and Financial Innovaions, Volume 3, Issue 3, 2006 117 THE IMPACT OF CUBES ON THE MARKET QUALITY OF NASDAQ 100 INDEX FUTURES Seyfein Unal, M. Mesu Kayali, Cuney Koyuncu Absrac Using Hasbrouck
