Are stewardship and decision usefulness complementary of conflicting objectives of financial accounting?

Size: px
Start display at page:

Download "Are stewardship and decision usefulness complementary of conflicting objectives of financial accounting?"

Transcription

1 Are stewardshp and decson usefulness complementary of conflctng objectves of fnancal accountng? Tagung des SFB 649 Ökonomsches Rsko - Motzen 5 June 2007 Joachm Gassen Insttute of Accountng and Audtng Center for Appled Statstcs and Economcs School of Busness and Economcs Humboldt-Unverstät zu Berln gassen@ww.hu-berln.de Decson Usefulness vs. Stewardshp 2 Walkthrough Idea and motvaton Background What s decson usefulness? What s stewardshp? Research desgn and results Emprcal metrcs for decson usefulness and stewardshp Data Test desgn Results Lmtatons and conclusons Joachm Gassen SFB 649 Motzen 5 June 2007

2 Decson Usefulness vs. Stewardshp 3 Idea and motvaton Snce Beaver/Demsk (979) accountng theory tends to agree on the nformaton content perspectve of accountng Two objectves of accountng Provdng valuaton relevant and contractng relevant nformaton to market partcpants These objectves are conflctng n theory But: In ther current jont conceptual framework project FASB and IASB state: Thus, the objectve of fnancal reportng stated n paragraph OB2 [decson usefulness] encompasses provdng nformaton useful n assessng management s stewardshp Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 4 What s the role of accountng nformaton? Two overlappng vews Valuaton vew (aka decson usefulness) manager (agent) accountng nfo other nfo market partcpants expected return expected rsk manager (agent) shareholder (prncpal) accountng nfo contract space other nfo Contractng vew (aka stewardshp) market partcpants expected return expected rsk Joachm Gassen SFB 649 Motzen 5 June

3 Decson Usefulness vs. Stewardshp 5 So... what was the research queston agan? Are stewardshp and decson usefulness complementary of conflctng objectves of fnancal accountng? Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 6 Emprcal measures for decson usefulness No normatve model predctng the decson usefulness of accountng tems Instead measure actual decsons whch are related to arrval of accountng nformaton wth suffcently hgh probablty Beng decson useful for valuaton means havng nformaton content from a valuaton perspectve Focus on quarterly earnngs announcements (3-day wndow) Frm-specfc undrectonal measures Average abnormal turnover (ATOVER) Average change n closng bd-ask spread (ΔBAS) Frm-specfc drectonal measures Coeffcent of a regresson of 3-day CARs on change n earnngs (ERC) Coeffcent of a regresson of 3-day CARs on earnngs surprse (FCERC) Combned metrc based on ranks of the above (DUSCORE) Joachm Gassen SFB 649 Motzen 5 June

4 Decson Usefulness vs. Stewardshp 7 Measure for stewardshp: asymmetrc earnngs tmelness Economc news translate n accountng earnngs over tme, ganng verfablty as uncertanty unravels Accountng earnngs have to be verfable n order to be a sutable contractng devce Pror: Managers are reluctant to dsclose bad news Because of tha recognzng bad news as a loss needs a lower verfablty level than recognzng good news as a gan Thus, asymmetrc tmelness of accountng earnngs are an overall measure for the supply of contractng effcent accountng nformaton Asymmetrc Tmelness Bad News Good News Earnngs (loss) t Earnngs(gan) t Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 8 Demand sde measures for stewardshp Stewardshp-related control rsk can be expected to be n part dversfable Thus t should matter more to stakeholders wth hgh transacton costs (debt holders: DEBT, lenders: ACC_PAY, lessors: RENTEXP, employees: EMPL) In equlbrum the contractng relevance of accountng can be expected to ncrease wth the relatve mportance of these stakeholder groups. Joachm Gassen SFB 649 Motzen 5 June

5 Decson Usefulness vs. Stewardshp 9 Operatonalzed research questons. Do frms wth more pronounced captal market reactons around quarterly earnngs announcements have more or less asymmetrc tmely earnngs? 2. In a determnant model controllng for the nformaton envronment and other earnngs attrbutes: - Do frms wth more asymmetrc tmely earnngs experence more or less pronounced captal market reactons around quarterly earnngs announcements? - Do frms wth more hgh transacton cost stakeholders experence more or less pronounced captal market reactons around quarterly earnngs announcements? 3. In a determnant model controllng for the nformaton envronment: Do the ntensty of captal market reactons around quarterly earnngs announcements and/or asymmetrc earnngs tmelness have an mpact on the value relevance of accountng earnngs, measured by the relatve return to a hedge portfolo based on perfect accountng foresght? Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 0 Data Frm-specfc sample based on frm tme-seres data Cross-secton of quarterly Compusta IBES and daly CRSP data Requrng quarterly IBES forecasts bases the sample towards bg and more vsble frms ERC and FCERC are estmated based on frm-specfc tme-seres regressons, requrng a mnmum of 0 quarterly observatons CONS s estmated based on frm-specfc tme-seres regressons, requrng a mnmum of 0 quarterly observatons wth at least 5 observatons wth negatve returns Only frms wth non-mssng metrcs are ncluded n the analyss: Cross-sectonal sample conssts of frms, based on 9,86 frm-quarter observatons (panel sample). Stablty checks on full sample of quarterly Compustat data ( ): Up to 3,907 observatons Joachm Gassen SFB 649 Motzen 5 June

6 Decson Usefulness vs. Stewardshp Some descrptves for the cross-sectonal sample (n=) Varable Frst Quartle Medan Thrd Quartle Mean Std. Dev. ATOVER ΔBAS ERC FCERC CONS Varable ATOVER ΔBAS ERC FCERC DUSCORE CONS ATOVER ΔBAS ERC FCERC DUSCORE CONS Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 2 NI Results RQ = γ tyeart + t= 990 j= δ FFINDUSTRY + β NEG j β RET + β RET * DUSCORE + β RET * NEG + β RET * NEG * DUSCORE + ε β DUSCORE + β NEG * DUSCORE t NEG DUSCORE NEG *DUSCORE RET RET *DUSCORE RET *NEG RET *NEG *DUSCORE R n Estmate Panel Sample 9,86 Prob. Joachm Gassen SFB 649 Motzen 5 June

7 Decson Usefulness vs. Stewardshp 3 Results RQ 2: CONS as supply-sde stewardshp metrc n DUVAR = δffindustry + βsize + β2 log( NUMEST ) + β3mtb + = β PRED + β PERS + β ZRETURN + β CONS + ε DUVAR = ATOVER Estmate 6 DUVAR = ΔBAS Estmate SIZE log(numest ) MTB PRED PERS ZRETURN CONS R DUVAR = ERC Estmate DUVAR = FCERC Estmate DUVAR = DUSCORE Estmate Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 4 Results RQ 2: Demand-sde stewardshp metrcs, DUSCORE SIZE log(numest ) MTB PRED PERS ZRETURN DEBT ACC_PAY RENTEXP EMPL CONS R 2 n Estmate ,978 Estmate ,978 Estmate ,978 Estmate ,978 Estmate ,978 Joachm Gassen SFB 649 Motzen 5 June

8 Decson Usefulness vs. Stewardshp 5 Results RQ 3: Impact on value relevance SIZE log(numest ) ZRETURN CONS ATOVER ΔBAS ERC FCERC DUSCORE R n Dep. Var = RHRET Estmate Prob. Dep. Var = RHRET Estmate Prob. Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 6 Some lmtatons Robustness: Checked for senstvty to Outlers Requred length of the frm-specfc tme-seres Alternatve specfcatons of the earnngs change varable Addtonal control varables amng at the operatonal envronment of the frm ncluded n the determnant models Internal Valdty Measures: Do they capture the underlyng economc concept of decson usefulness and stewardshp? Potentally omtted varables n determnant models Functonal form: determnants of value relevance, decson usefulness and value relevance consttute a smultaneous equaton problem External Valdty: Non IBES frms? Outsde U.S.? Other tme perods? Joachm Gassen SFB 649 Motzen 5 June

9 Decson Usefulness vs. Stewardshp 7 Conclusons Stressng the mportance of the lmtatons dscussed above: Lke predcted by theory, stewardshp and decson usefulness seem to be conflctng objectves of fnancal accountng Both have a postve mpact on value relevance The valuaton relevance of accountng appears to be more pronounced for frms from poor nformaton envronments For frms from rcher nformaton envronments, accountng appears to play prmary a confrmatory role What do we learn from ths about rsk? Informaton about rsky assets s used by two dfferent channels contractng valuaton As they both at least partly conflc nformaton desgn needs to address both Lnk between nformaton and cost of captal mght be drven by both as well Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 8 Do both vews produce the same rankng of accountng systems? Smple state dependent nvestment and ncentve problem state of nature m provdes low effort m provdes hgh effort pay-off to nvestor bad so so good dscomfort 3 5 Two possble accountng systems Dsclose the state of nature Dsclose the effort of the manager The contractng vew would favor the latter, whle the valuaton vew would favor the former, assumng that early uncertanty unravelng s preferred by the nvestor Joachm Gassen SFB 649 Motzen 5 June

10 Decson Usefulness vs. Stewardshp 9 Decson usefulness metrcs ATOVER ΔBAS ERC FCERC DUSCORE Cumulatve daly turnover from the day pror to the day after the Compustat quarterly earnngs announcement date mnus the average daly turnover of a combned pre and post wndow, the pre wndow begnnng 30 days and endng 5 days pror and the post wndow begnnng 5 days and endng 30 days post the earnngs announcement date. Averaged over all avalable observatons of frm, requrng a mnmum of ten observatons. Dfference between the average BAS d, from a wndow begnnng 2 days and endng 5 days post the quarterly earnngs announcement date and the average BAS d, from a wndow begnnng 5 days and endng 2 days pror the earnngs announcement date. Averaged over all avalable observatons of frm, requrng a mnmum of ten observatons. Coeffcent α, from the regresson: CAR = α 0, + α, ΔNI + ε over the tme seres of quarterly observatons of frm, requrng a mnmum of ten observatons. Coeffcent α, from the regresson: CAR = α 0, + α, FCEt, + ε over the tme seres of quarterly observatons of frm, requrng a mnmum of ten observatons. Sum of the decle ranks of ATOVER, - ΔBAS, ERC, and FCERC, [0,] dstrbuted. Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 20 Stewardshp metrcs CONS Knk n the regresson lne of the regresson, NI = β 0, + β, NEGt, + β2, RETt, + β3, NEGt, * RETt, + ε calculated n degrees as CONS = arctan( β2, + β3, ) arctan( β2, ) for each frm, requrng a mnmum of ten observatons and a mnmum of fve observatons wth NEG equal to one. DEBT Average of total debt dvded by total assets for frm. ACC_PAY RENTEXP Average of accounts payable dvded by total assets for frm. Average of rental expenses dvded by net sales for frm. EMPL Average of employees n thousands dvded by net sales n mllon USD for frm. Joachm Gassen SFB 649 Motzen 5 June

11 Decson Usefulness vs. Stewardshp 2 The CONS-metrc NI Knk α n the regresson lne of the regresson: NI = β 0, + β, NEGt, + β2, RETt, + β3, NEGt, * RETt, + ε Calculated n degrees as CONS = arctan( β2, + β3, ) arctan( β2, ) for each frm, requrng a mnmum of ten observatons and a mnmum of fve observatons wth NEG equal to one. β 2 β 3 γ δ α RET α = δ γ γ = arctan β δ = arctan ( β2 + β3) ( β2 + β3) arctan β2 Joachm Gassen SFB 649 Motzen 5 June α = arctan Decson Usefulness vs. Stewardshp 22 Results RQ2: ERC estmated on postve earnngs changes only POSERC = δ FFINDUSTRY + βsize + β 2 log( NUMEST ) + β 3MTB + = β PRED + β PERS + β ZRETURN + β CONS + ε SIZE log(numest ) MTB PRED PERS ZRETURN CONS R n Dep. Var. = POSERC Estmate 2,798 Prob. Joachm Gassen SFB 649 Motzen 5 June 2007

12 Decson Usefulness vs. Stewardshp 23 Some related lterature Analytcal models comparng stewardshp and decson usefulness: Gjesdal (JAR, 98), Lang (CAR, 2000), Arya/Glover/Mttendorf/Zhang (RAS, 2004), Chrstensen/Demsk (SBR, 2004) Management compensaton role and valuaton role of earnngs: Bushman/Engel/Smth (JAR, 2006) Decson usefulness and ts determnants: Landsman/Maydew (JAR, 2002), Francs/Schpper/Vncent (TAR, 2002), DeFond/Hung/Trezevant (JAE, 2007) Fnancal accountng and complementary/competng nformaton sources: Francs/Schpper/Vncent (JAE, 2002), Chen/Cheng/Lo (WP, 2006) Earnngs attrbutes: Lo/Lys (WP, 2000), Schpper/Vncent (AH, 2003), Francs/LaFond/Ohlson/Schpper (TAR, 2004) Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 24 FASB/IASB defnton of decson usefulness n OB2 nformaton that s useful to present and potental nvestors and credtors and others n makng nvestmen cred and smlar resource allocaton decsons nformaton that s useful n makng nvestmen cred and smlar resource allocaton decsons nformaton that s useful n makng resource allocaton decsons nformaton that s useful n makng decsons nformaton Joachm Gassen SFB 649 Motzen 5 June

13 Decson Usefulness vs. Stewardshp 25 Narrower defnton (OB3) fnancal reportng should provde nformaton to help present and potental nvestors and credtors and others to assess the amounts, tmng, and uncertanty of the entty s future cash nflows and outflows Lendng from Chrstensen/Demsk (2003, pp. 47 ff.): E T t j [ PV θ ] = E[ CF θ ]( + r) t t j t j= t+ Informaton content n a valuaton settng (valuaton relevance of nformaton) exst for any change n θ f and only f value vares systematcally wth the nformaton change δe [ PV θ ] δe[ CF θ ] δθ t t t j t 0 j 0 δθt Joachm Gassen SFB 649 Motzen 5 June 2007 Decson Usefulness vs. Stewardshp 26 Defnton of stewardshp FASB/IASB explan the stewardshp role as follows: Management of an entty s accountable to owners (shareholders) for the custody and safekeepng of the entty s economc resources and for ther effcent and proftable use (OB 27) Stewardshp related nformaton provdes users wth nformaton about how management dscharged ts stewardshp role Thus, stewardshp related nformaton contans nformaton about management s actons for controllng purposes (Gjesdal (98), Bushman et al. (2006)) Conceptual defnton of stewardshp s closely related to nformaton content n a contractng settng (contractng relevance) as defned by Chrstensen/Demsk (2003, pp. 229 f.) Joachm Gassen SFB 649 Motzen 5 June

Are stewardship and valuation usefulness compatible or alternative objectives of financial accounting?

Are stewardship and valuation usefulness compatible or alternative objectives of financial accounting? SFB 649 Dscusson Paper 2008-028 Are stewardshp and valuaton usefulness compatble or alternatve objectves of fnancal accountng? Joachm Gassen* * Humboldt-Unverstät zu Berln, Germany SFB 6 4 9 E C O N O

More information

An Alternative Way to Measure Private Equity Performance

An Alternative Way to Measure Private Equity Performance An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate

More information

DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS?

DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS? DO LOSS FIRMS MANAGE EARNINGS AROUND SEASONED EQUITY OFFERINGS? Fernando Comran, Unversty of San Francsco, School of Management, 2130 Fulton Street, CA 94117, Unted States, fcomran@usfca.edu Tatana Fedyk,

More information

Can Auto Liability Insurance Purchases Signal Risk Attitude?

Can Auto Liability Insurance Purchases Signal Risk Attitude? Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang

More information

Two Faces of Intra-Industry Information Transfers: Evidence from Management Earnings and Revenue Forecasts

Two Faces of Intra-Industry Information Transfers: Evidence from Management Earnings and Revenue Forecasts Two Faces of Intra-Industry Informaton Transfers: Evdence from Management Earnngs and Revenue Forecasts Yongtae Km Leavey School of Busness Santa Clara Unversty Santa Clara, CA 95053-0380 TEL: (408) 554-4667,

More information

The impact of hard discount control mechanism on the discount volatility of UK closed-end funds

The impact of hard discount control mechanism on the discount volatility of UK closed-end funds Investment Management and Fnancal Innovatons, Volume 10, Issue 3, 2013 Ahmed F. Salhn (Egypt) The mpact of hard dscount control mechansm on the dscount volatlty of UK closed-end funds Abstract The mpact

More information

Management Quality, Financial and Investment Policies, and. Asymmetric Information

Management Quality, Financial and Investment Policies, and. Asymmetric Information Management Qualty, Fnancal and Investment Polces, and Asymmetrc Informaton Thomas J. Chemmanur * Imants Paegls ** and Karen Smonyan *** Current verson: December 2007 * Professor of Fnance, Carroll School

More information

1. Measuring association using correlation and regression

1. Measuring association using correlation and regression How to measure assocaton I: Correlaton. 1. Measurng assocaton usng correlaton and regresson We often would lke to know how one varable, such as a mother's weght, s related to another varable, such as a

More information

Do stock prices underreact to SEO announcements? Evidence from SEO Valuation

Do stock prices underreact to SEO announcements? Evidence from SEO Valuation Do stock prces underreact to SEO announcements? Evdence from SEO Valuaton Amyatosh K. Purnanandam Bhaskaran Swamnathan * Frst Draft: December 2005 Comments Welcome * Purnanandam s an Assstant Professor

More information

Sulaiman Mouselli Damascus University, Damascus, Syria. and. Khaled Hussainey* Stirling University, Stirling, UK

Sulaiman Mouselli Damascus University, Damascus, Syria. and. Khaled Hussainey* Stirling University, Stirling, UK CORPORATE GOVERNANCE, ANALYST FOLLOWING AND FIRM VALUE Sulaman Mousell Damascus Unversty, Damascus, Syra and Khaled Hussaney* Strlng Unversty, Strlng, UK Ths paper s accepted for publcaton at: Corporate

More information

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000 Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from

More information

Causal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting

Causal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting Causal, Explanatory Forecastng Assumes cause-and-effect relatonshp between system nputs and ts output Forecastng wth Regresson Analyss Rchard S. Barr Inputs System Cause + Effect Relatonshp The job of

More information

Gender differences in revealed risk taking: evidence from mutual fund investors

Gender differences in revealed risk taking: evidence from mutual fund investors Economcs Letters 76 (2002) 151 158 www.elsever.com/ locate/ econbase Gender dfferences n revealed rsk takng: evdence from mutual fund nvestors a b c, * Peggy D. Dwyer, James H. Glkeson, John A. Lst a Unversty

More information

Forecasting the Direction and Strength of Stock Market Movement

Forecasting the Direction and Strength of Stock Market Movement Forecastng the Drecton and Strength of Stock Market Movement Jngwe Chen Mng Chen Nan Ye cjngwe@stanford.edu mchen5@stanford.edu nanye@stanford.edu Abstract - Stock market s one of the most complcated systems

More information

7.5. Present Value of an Annuity. Investigate

7.5. Present Value of an Annuity. Investigate 7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on

More information

Are Women Better Loan Officers?

Are Women Better Loan Officers? Are Women Better Loan Offcers? Ths verson: February 2009 Thorsten Beck * CentER, Dept. of Economcs, Tlburg Unversty and CEPR Patrck Behr Goethe Unversty Frankfurt André Güttler European Busness School

More information

STAMP DUTY ON SHARES AND ITS EFFECT ON SHARE PRICES

STAMP DUTY ON SHARES AND ITS EFFECT ON SHARE PRICES STAMP UTY ON SHARES AN ITS EFFECT ON SHARE PRICES Steve Bond Mke Hawkns Alexander Klemm THE INSTITUTE FOR FISCAL STUIES WP04/11 STAMP UTY ON SHARES AN ITS EFFECT ON SHARE PRICES Steve Bond (IFS and Unversty

More information

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy 4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.

More information

The Current Employment Statistics (CES) survey,

The Current Employment Statistics (CES) survey, Busness Brths and Deaths Impact of busness brths and deaths n the payroll survey The CES probablty-based sample redesgn accounts for most busness brth employment through the mputaton of busness deaths,

More information

Chapter 11 Practice Problems Answers

Chapter 11 Practice Problems Answers Chapter 11 Practce Problems Answers 1. Would you be more wllng to lend to a frend f she put all of her lfe savngs nto her busness than you would f she had not done so? Why? Ths problem s ntended to make

More information

HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA*

HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* Luísa Farnha** 1. INTRODUCTION The rapd growth n Portuguese households ndebtedness n the past few years ncreased the concerns that debt

More information

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading The Choce of Drect Dealng or Electronc Brokerage n Foregn Exchange Tradng Mchael Melvn Arzona State Unversty & Ln Wen Unversty of Redlands MARKET PARTICIPANTS: Customers End-users Multnatonal frms Central

More information

How To Calculate The Accountng Perod Of Nequalty

How To Calculate The Accountng Perod Of Nequalty Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.

More information

Journal of Empirical Finance

Journal of Empirical Finance Journal of Emprcal Fnance 16 (2009) 126 135 Contents lsts avalable at ScenceDrect Journal of Emprcal Fnance journal homepage: www.elsever.com/locate/jempfn Costly trade, manageral myopa, and long-term

More information

Lecture 14: Implementing CAPM

Lecture 14: Implementing CAPM Lecture 14: Implementng CAPM Queston: So, how do I apply the CAPM? Current readng: Brealey and Myers, Chapter 9 Reader, Chapter 15 M. Spegel and R. Stanton, 2000 1 Key Results So Far All nvestors should

More information

Management Quality and Equity Issue Characteristics: A Comparison of SEOs and IPOs

Management Quality and Equity Issue Characteristics: A Comparison of SEOs and IPOs Management Qualty and Equty Issue Characterstcs: A Comparson of SEOs and IPOs Thomas J. Chemmanur * Imants Paegls ** and Karen Smonyan *** Current verson: November 2009 (Accepted, Fnancal Management, February

More information

The Short-term and Long-term Market

The Short-term and Long-term Market A Presentaton on Market Effcences to Northfeld Informaton Servces Annual Conference he Short-term and Long-term Market Effcences en Post Offce Square Boston, MA 0209 www.acadan-asset.com Charles H. Wang,

More information

The Journal of Applied Business Research January/February 2010 Volume 26, Number 1

The Journal of Applied Business Research January/February 2010 Volume 26, Number 1 Product Dversfcaton In Compettve R&D-Intensve Frms: An Emprcal Study Of The Computer Software Industry C. Catherne Chang, Elon Unversty, USA ABSTRACT Ths paper studes the effect of dversfcaton nto dfferent

More information

What is Candidate Sampling

What is Candidate Sampling What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble

More information

Bank Credit Conditions and their Influence on Productivity Growth: Company-level Evidence

Bank Credit Conditions and their Influence on Productivity Growth: Company-level Evidence Bank Credt Condtons and ther Influence on Productvty Growth: Company-level Evdence Rebecca Rley*, Chara Rosazza Bondbene* and Garry Young** *Natonal Insttute of Economc and Socal Research & Centre For

More information

Staff Paper. Farm Savings Accounts: Examining Income Variability, Eligibility, and Benefits. Brent Gloy, Eddy LaDue, and Charles Cuykendall

Staff Paper. Farm Savings Accounts: Examining Income Variability, Eligibility, and Benefits. Brent Gloy, Eddy LaDue, and Charles Cuykendall SP 2005-02 August 2005 Staff Paper Department of Appled Economcs and Management Cornell Unversty, Ithaca, New York 14853-7801 USA Farm Savngs Accounts: Examnng Income Varablty, Elgblty, and Benefts Brent

More information

Analysis of Premium Liabilities for Australian Lines of Business

Analysis of Premium Liabilities for Australian Lines of Business Summary of Analyss of Premum Labltes for Australan Lnes of Busness Emly Tao Honours Research Paper, The Unversty of Melbourne Emly Tao Acknowledgements I am grateful to the Australan Prudental Regulaton

More information

SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME

SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME August 7 - August 12, 2006 n Baden-Baden, Germany SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME Vladmr Šmovć 1, and Vladmr Šmovć 2, PhD 1 Faculty of Electrcal Engneerng and Computng, Unska 3, 10000

More information

Research Division Federal Reserve Bank of St. Louis Working Paper Series

Research Division Federal Reserve Bank of St. Louis Working Paper Series Research Dvson Federal Reserve Bank of St. Lous Workng Paper Seres Beyond the Numbers: An Analyss of Optmstc and Pessmstc Language n Earnngs Press Releases Angela K. Davs Jeremy M. Pger and Lsa M. Sedor

More information

Solution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt.

Solution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt. Chapter 9 Revew problems 9.1 Interest rate measurement Example 9.1. Fund A accumulates at a smple nterest rate of 10%. Fund B accumulates at a smple dscount rate of 5%. Fnd the pont n tme at whch the forces

More information

Day-of-the-Week Trading Patterns of Individual and Institutional Investors

Day-of-the-Week Trading Patterns of Individual and Institutional Investors Day-of-the-Week Tradng Patterns of Indvdual and Instutonal Investors Joel N. Morse, Hoang Nguyen, and Hao M. Quach Ths study examnes the day-of-the-week tradng patterns of ndvdual and nstutonal nvestors.

More information

The impact of bank capital requirements on bank risk: an econometric puzzle and a proposed solution

The impact of bank capital requirements on bank risk: an econometric puzzle and a proposed solution Banks and Bank Systems, Volume 4, Issue 1, 009 Robert L. Porter (USA) The mpact of bank captal requrements on bank rsk: an econometrc puzzle and a proposed soluton Abstract The relatonshp between bank

More information

Chapter 15: Debt and Taxes

Chapter 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 information

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120 Kel Insttute for World Economcs Duesternbrooker Weg 45 Kel (Germany) Kel Workng Paper No. Path Dependences n enture Captal Markets by Andrea Schertler July The responsblty for the contents of the workng

More information

Financial Instability and Life Insurance Demand + Mahito Okura *

Financial Instability and Life Insurance Demand + Mahito Okura * Fnancal Instablty and Lfe Insurance Demand + Mahto Okura * Norhro Kasuga ** Abstract Ths paper estmates prvate lfe nsurance and Kampo demand functons usng household-level data provded by the Postal Servces

More information

Reporting Forms ARF 113.0A, ARF 113.0B, ARF 113.0C and ARF 113.0D FIRB Corporate (including SME Corporate), Sovereign and Bank Instruction Guide

Reporting Forms ARF 113.0A, ARF 113.0B, ARF 113.0C and ARF 113.0D FIRB Corporate (including SME Corporate), Sovereign and Bank Instruction Guide Reportng Forms ARF 113.0A, ARF 113.0B, ARF 113.0C and ARF 113.0D FIRB Corporate (ncludng SME Corporate), Soveregn and Bank Instructon Gude Ths nstructon gude s desgned to assst n the completon of the FIRB

More information

Transaction Costs and Strategic Trading of German Investment Management Firms: Empirical Evidence from European Stock Markets

Transaction Costs and Strategic Trading of German Investment Management Firms: Empirical Evidence from European Stock Markets Transacton Costs and Strategc Tradng of German Investment Management Frms: Emprcal Evdence from European Stock Markets Lutz Johannng* Endowed Char for Asset Management European Busness School Schloß Rechartshausen

More information

The Probability of Informed Trading and the Performance of Stock in an Order-Driven Market

The Probability of Informed Trading and the Performance of Stock in an Order-Driven Market Asa-Pacfc Journal of Fnancal Studes (2007) v36 n6 pp871-896 The Probablty of Informed Tradng and the Performance of Stock n an Order-Drven Market Ta Ma * Natonal Sun Yat-Sen Unversty, Tawan Mng-hua Hseh

More information

The Value Relevance of goodwill impairments: UK Evidence

The Value Relevance of goodwill impairments: UK Evidence The Value Relevance of goodwll mparments: UK Evdence Naser M. AbuGhazaleh (Correspondng author) College of Busness Admnstraton, Gulf Unversty for Scence and Technology (GUST) P.O. Box 7207, Hawally, 32093,

More information

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ). REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or

More information

Beating the Odds: Arbitrage and Wining Strategies in the Football Betting Market

Beating the Odds: Arbitrage and Wining Strategies in the Football Betting Market Beatng the Odds: Arbtrage and Wnng Strateges n the Football Bettng Market NIKOLAOS VLASTAKIS, GEORGE DOTSIS and RAPHAEL N. MARKELLOS* ABSTRACT We examne the potental for generatng postve returns from wagerng

More information

When do data mining results violate privacy? Individual Privacy: Protect the record

When do data mining results violate privacy? Individual Privacy: Protect the record When do data mnng results volate prvacy? Chrs Clfton March 17, 2004 Ths s jont work wth Jashun Jn and Murat Kantarcıoğlu Indvdual Prvacy: Protect the record Indvdual tem n database must not be dsclosed

More information

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.

More information

Construction Rules for Morningstar Canada Target Dividend Index SM

Construction Rules for Morningstar Canada Target Dividend Index SM Constructon Rules for Mornngstar Canada Target Dvdend Index SM Mornngstar Methodology Paper October 2014 Verson 1.2 2014 Mornngstar, Inc. All rghts reserved. The nformaton n ths document s the property

More information

Underwriting Risk. Glenn Meyers. Insurance Services Office, Inc.

Underwriting Risk. Glenn Meyers. Insurance Services Office, Inc. Underwrtng Rsk By Glenn Meyers Insurance Servces Offce, Inc. Abstract In a compettve nsurance market, nsurers have lmted nfluence on the premum charged for an nsurance contract. hey must decde whether

More information

ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING

ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING Matthew J. Lberatore, Department of Management and Operatons, Vllanova Unversty, Vllanova, PA 19085, 610-519-4390,

More information

This study examines whether the framing mode (narrow versus broad) influences the stock investment decisions

This study examines whether the framing mode (narrow versus broad) influences the stock investment decisions MANAGEMENT SCIENCE Vol. 54, No. 6, June 2008, pp. 1052 1064 ssn 0025-1909 essn 1526-5501 08 5406 1052 nforms do 10.1287/mnsc.1070.0845 2008 INFORMS How Do Decson Frames Influence the Stock Investment Choces

More information

The Investor Recognition Hypothesis:

The Investor Recognition Hypothesis: The Investor Recognton Hypothess: the New Zealand Penny Stocks Danel JP Cha, Department of Accountng and Fnance, onash Unversty, Clayton 3168, elbourne, Australa, and Danel FS Cho, Department of Fnance,

More information

Online Appendix Supplemental Material for Market Microstructure Invariance: Empirical Hypotheses

Online Appendix Supplemental Material for Market Microstructure Invariance: Empirical Hypotheses Onlne Appendx Supplemental Materal for Market Mcrostructure Invarance: Emprcal Hypotheses Albert S. Kyle Unversty of Maryland akyle@rhsmth.umd.edu Anna A. Obzhaeva New Economc School aobzhaeva@nes.ru Table

More information

Vasicek s Model of Distribution of Losses in a Large, Homogeneous Portfolio

Vasicek s Model of Distribution of Losses in a Large, Homogeneous Portfolio Vascek s Model of Dstrbuton of Losses n a Large, Homogeneous Portfolo Stephen M Schaefer London Busness School Credt Rsk Electve Summer 2012 Vascek s Model Important method for calculatng dstrbuton of

More information

Transition Matrix Models of Consumer Credit Ratings

Transition Matrix Models of Consumer Credit Ratings Transton Matrx Models of Consumer Credt Ratngs Abstract Although the corporate credt rsk lterature has many studes modellng the change n the credt rsk of corporate bonds over tme, there s far less analyss

More information

Understanding the Impact of Marketing Actions in Traditional Channels on the Internet: Evidence from a Large Scale Field Experiment

Understanding the Impact of Marketing Actions in Traditional Channels on the Internet: Evidence from a Large Scale Field Experiment A research and educaton ntatve at the MT Sloan School of Management Understandng the mpact of Marketng Actons n Tradtonal Channels on the nternet: Evdence from a Large Scale Feld Experment Paper 216 Erc

More information

Prediction of Disability Frequencies in Life Insurance

Prediction of Disability Frequencies in Life Insurance Predcton of Dsablty Frequences n Lfe Insurance Bernhard Köng Fran Weber Maro V. Wüthrch October 28, 2011 Abstract For the predcton of dsablty frequences, not only the observed, but also the ncurred but

More information

Chapter 15 Debt and Taxes

Chapter 15 Debt and Taxes hapter 15 Debt and Taxes 15-1. Pelamed Pharmaceutcals has EBIT of $325 mllon n 2006. In addton, Pelamed has nterest expenses of $125 mllon and a corporate tax rate of 40%. a. What s Pelamed s 2006 net

More information

Time Value of Money Module

Time Value of Money Module Tme Value of Money Module O BJECTIVES After readng ths Module, you wll be able to: Understand smple nterest and compound nterest. 2 Compute and use the future value of a sngle sum. 3 Compute and use the

More information

Return decomposing of absolute-performance multi-asset class portfolios. Working Paper - Nummer: 16

Return decomposing of absolute-performance multi-asset class portfolios. Working Paper - Nummer: 16 Return decomposng of absolute-performance mult-asset class portfolos Workng Paper - Nummer: 16 2007 by Dr. Stefan J. Illmer und Wolfgang Marty; n: Fnancal Markets and Portfolo Management; March 2007; Volume

More information

How To Find The Dsablty Frequency Of A Clam

How To Find The Dsablty Frequency Of A Clam 1 Predcton of Dsablty Frequences n Lfe Insurance Bernhard Köng 1, Fran Weber 1, Maro V. Wüthrch 2 Abstract: For the predcton of dsablty frequences, not only the observed, but also the ncurred but not yet

More information

! # %& ( ) +,../ 0 1 2 3 4 0 4 # 5##&.6 7% 8 # 0 4 2 #...

! # %& ( ) +,../ 0 1 2 3 4 0 4 # 5##&.6 7% 8 # 0 4 2 #... ! # %& ( ) +,../ 0 1 2 3 4 0 4 # 5##&.6 7% 8 # 0 4 2 #... 9 Sheffeld Economc Research Paper Seres SERP Number: 2011010 ISSN 1749-8368 Sarah Brown, Aurora Ortz-Núñez and Karl Taylor Educatonal loans and

More information

Fuzzy TOPSIS Method in the Selection of Investment Boards by Incorporating Operational Risks

Fuzzy TOPSIS Method in the Selection of Investment Boards by Incorporating Operational Risks , July 6-8, 2011, London, U.K. Fuzzy TOPSIS Method n the Selecton of Investment Boards by Incorporatng Operatonal Rsks Elssa Nada Mad, and Abu Osman Md Tap Abstract Mult Crtera Decson Makng (MCDM) nvolves

More information

The OC Curve of Attribute Acceptance Plans

The OC Curve of Attribute Acceptance Plans The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4

More information

A Critical Note on MCEV Calculations Used in the Life Insurance Industry

A Critical Note on MCEV Calculations Used in the Life Insurance Industry A Crtcal Note on MCEV Calculatons Used n the Lfe Insurance Industry Faban Suarez 1 and Steven Vanduffel 2 Abstract. Snce the begnnng of the development of the socalled embedded value methodology, actuares

More information

Hollinger Canadian Publishing Holdings Co. ( HCPH ) proceeding under the Companies Creditors Arrangement Act ( CCAA )

Hollinger Canadian Publishing Holdings Co. ( HCPH ) proceeding under the Companies Creditors Arrangement Act ( CCAA ) February 17, 2011 Andrew J. Hatnay ahatnay@kmlaw.ca Dear Sr/Madam: Re: Re: Hollnger Canadan Publshng Holdngs Co. ( HCPH ) proceedng under the Companes Credtors Arrangement Act ( CCAA ) Update on CCAA Proceedngs

More information

THE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek

THE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek HE DISRIBUION OF LOAN PORFOLIO VALUE * Oldrch Alfons Vascek he amount of captal necessary to support a portfolo of debt securtes depends on the probablty dstrbuton of the portfolo loss. Consder a portfolo

More information

EUROPEAN. ThePriceandRiskEfects ofoptionintroductionsonthenordicmarkets. EconomicPapers434 December2010. StafanLindén EUROPEANCOMMISSION

EUROPEAN. ThePriceandRiskEfects ofoptionintroductionsonthenordicmarkets. EconomicPapers434 December2010. StafanLindén EUROPEANCOMMISSION EUROPEAN ECONOMY EconomcPapers434 December heprceandrskefects ofoptonintroductonsonthenordcmarkets StafanLndén EUROPEANCOMMISSION Economc Papers are wrtten by the Staff of the Drectorate-General for Economc

More information

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading

The Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading The Choce of Drect Dealng or Electronc Brokerage n Foregn Exchange Tradng Mchael Melvn & Ln Wen Arzona State Unversty Introducton Electronc Brokerage n Foregn Exchange Start from a base of zero n 1992

More information

Factors Affecting Outsourcing for Information Technology Services in Rural Hospitals: Theory and Evidence

Factors Affecting Outsourcing for Information Technology Services in Rural Hospitals: Theory and Evidence Factors Affectng Outsourcng for Informaton Technology Servces n Rural Hosptals: Theory and Evdence Bran E. Whtacre Department of Agrcultural Economcs Oklahoma State Unversty bran.whtacre@okstate.edu J.

More information

Disclosure Standards and Market Efficiency: Evidence from Analysts' Forecasts

Disclosure Standards and Market Efficiency: Evidence from Analysts' Forecasts Dsclosure Standards and Market Effcency: Evdence from Analysts' Forecasts Hu Tong * November 6, 004 Abstract Snce the Mexcan and Asan crses, there has been a prolferaton of nternatonal ntatves, ncludng

More information

DEFINING %COMPLETE IN MICROSOFT PROJECT

DEFINING %COMPLETE IN MICROSOFT PROJECT CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,

More information

Efficient Project Portfolio as a tool for Enterprise Risk Management

Efficient Project Portfolio as a tool for Enterprise Risk Management Effcent Proect Portfolo as a tool for Enterprse Rsk Management Valentn O. Nkonov Ural State Techncal Unversty Growth Traectory Consultng Company January 5, 27 Effcent Proect Portfolo as a tool for Enterprse

More information

Small Business Loan Turndowns, Personal Wealth and Discrimination

Small Business Loan Turndowns, Personal Wealth and Discrimination Small usness Loan Turndowns, Personal ealth and Dscrmnaton Ken Cavalluzzo Georgetown Unversty ashngton, DC 20057 cavalluk@gunet.georgetown.edu 202-687-8401 John olken oard of Governors Federal Reserve

More information

Impact of Attribution Metrics on Return on Keyword Investment. in Paid Search Advertising

Impact of Attribution Metrics on Return on Keyword Investment. in Paid Search Advertising Impact of Attrbuton Metrcs on Return on Keyword Investment n Pad Search Advertsng Hongshuang (Alce) L 1 P. K. Kannan Sva Vswanathan Abhshek Pan June 3, 2014 1 Hongshuang (Alce) L s Assstant Professor of

More information

Calculation of Sampling Weights

Calculation of Sampling Weights Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample

More information

Price Impact Asymmetry of Block Trades: An Institutional Trading Explanation

Price Impact Asymmetry of Block Trades: An Institutional Trading Explanation Prce Impact Asymmetry of Block Trades: An Insttutonal Tradng Explanaton Gdeon Saar 1 Frst Draft: Aprl 1997 Current verson: October 1999 1 Stern School of Busness, New York Unversty, 44 West Fourth Street,

More information

MERGERS AND ACQUISITIONS IN THE SPANISH BANKING INDUSTRY: SOME EMPIRICAL EVIDENCE

MERGERS AND ACQUISITIONS IN THE SPANISH BANKING INDUSTRY: SOME EMPIRICAL EVIDENCE MERGERS AN ACQUISITIONS IN THE SPANISH BANKING INUSTRY: SOME EMPIRICA EVIENCE Ignaco Fuentes and Teresa Sastre Banco de España Banco de España Servco de Estudos ocumento de Trabajo n.º 9924 MERGERS AN

More information

Intra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error

Intra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor

More information

An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services

An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services An Evaluaton of the Extended Logstc, Smple Logstc, and Gompertz Models for Forecastng Short Lfecycle Products and Servces Charles V. Trappey a,1, Hsn-yng Wu b a Professor (Management Scence), Natonal Chao

More information

Course outline. Financial Time Series Analysis. Overview. Data analysis. Predictive signal. Trading strategy

Course outline. Financial Time Series Analysis. Overview. Data analysis. Predictive signal. Trading strategy Fnancal Tme Seres Analyss Patrck McSharry patrck@mcsharry.net www.mcsharry.net Trnty Term 2014 Mathematcal Insttute Unversty of Oxford Course outlne 1. Data analyss, probablty, correlatons, vsualsaton

More information

Corporate Real Estate Sales and Agency Costs of Managerial Discretion

Corporate Real Estate Sales and Agency Costs of Managerial Discretion Corporate Real Estate Sales and Agency Costs of Manageral Dscreton Mng-Long Lee * Department of Fnance Natonal Yunln Unversty of Scence & Technology Yunln, Tawan Mng-Te Lee Department of Accountng Tamkang

More information

A Model of Private Equity Fund Compensation

A Model of Private Equity Fund Compensation A Model of Prvate Equty Fund Compensaton Wonho Wlson Cho Andrew Metrck Ayako Yasuda KAIST Yale School of Management Unversty of Calforna at Davs June 26, 2011 Abstract: Ths paper analyzes the economcs

More information

An Interest-Oriented Network Evolution Mechanism for Online Communities

An Interest-Oriented Network Evolution Mechanism for Online Communities An Interest-Orented Network Evoluton Mechansm for Onlne Communtes Cahong Sun and Xaopng Yang School of Informaton, Renmn Unversty of Chna, Bejng 100872, P.R. Chna {chsun,yang}@ruc.edu.cn Abstract. Onlne

More information

High LTV Loans and Credit Risk

High LTV Loans and Credit Risk Hgh LTV Loans and Credt Rsk Brent Ambrose Professor of Fnance and Kentucky Real Estate Professor Unversty of Kentucky Lexngton, KY 40506-0034 (859) 257-7726 ambrose@uky.edu and Anthony B. Sanders John

More information

SIMPLE LINEAR CORRELATION

SIMPLE LINEAR CORRELATION SIMPLE LINEAR CORRELATION Smple lnear correlaton s a measure of the degree to whch two varables vary together, or a measure of the ntensty of the assocaton between two varables. Correlaton often s abused.

More information

THE IMPLIED VOLATILITY OF ETF AND INDEX OPTIONS

THE IMPLIED VOLATILITY OF ETF AND INDEX OPTIONS The Internatonal Journal of Busness and Fnance Research Volume 5 Number 4 2011 THE IMPLIED VOLATILITY OF ETF AND INDEX OPTIONS Stoyu I. Ivanov, San Jose State Unversty Jeff Whtworth, Unversty of Houston-Clear

More information

How To Trade Water Quality

How To Trade Water Quality Movng Beyond Open Markets for Water Qualty Tradng: The Gans from Structured Blateral Trades Tanl Zhao Yukako Sado Rchard N. Bosvert Gregory L. Poe Cornell Unversty EAERE Preconference on Water Economcs

More information

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12 14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed

More information

The timing ability of hybrid funds of funds

The timing ability of hybrid funds of funds The tmng ablty of hybrd funds of funds Javer Rodríguez* Graduate School of Busness Admnstraton Unversty of Puerto Rco PO 23332 San Juan, PR 00931 Abstract Hybrd mutual funds are funds that nvest n a combnaton

More information

Interest Rate Futures

Interest Rate Futures Interest Rate Futures Chapter 6 6.1 Day Count Conventons n the U.S. (Page 129) Treasury Bonds: Corporate Bonds: Money Market Instruments: Actual/Actual (n perod) 30/360 Actual/360 The day count conventon

More information

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design Presenter Ye Zhang uke Economcs A yz137@duke.edu How to Sell Innovatve Ideas: Property rght, Informaton evelaton and Contract esgn ay 31 2011 Based on James Anton & ennes Yao s two papers 1. Expropraton

More information

Scaling Models for the Severity and Frequency of External Operational Loss Data

Scaling Models for the Severity and Frequency of External Operational Loss Data Scalng Models for the Severty and Frequency of External Operatonal Loss Data Hela Dahen * Department of Fnance and Canada Research Char n Rsk Management, HEC Montreal, Canada Georges Donne * Department

More information

Evaluating credit risk models: A critique and a new proposal

Evaluating credit risk models: A critique and a new proposal Evaluatng credt rsk models: A crtque and a new proposal Hergen Frerchs* Gunter Löffler Unversty of Frankfurt (Man) February 14, 2001 Abstract Evaluatng the qualty of credt portfolo rsk models s an mportant

More information

Using Series to Analyze Financial Situations: Present Value

Using Series to Analyze Financial Situations: Present Value 2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated

More information

The Use of Analytics for Claim Fraud Detection Roosevelt C. Mosley, Jr., FCAS, MAAA Nick Kucera Pinnacle Actuarial Resources Inc.

The Use of Analytics for Claim Fraud Detection Roosevelt C. Mosley, Jr., FCAS, MAAA Nick Kucera Pinnacle Actuarial Resources Inc. Paper 1837-2014 The Use of Analytcs for Clam Fraud Detecton Roosevelt C. Mosley, Jr., FCAS, MAAA Nck Kucera Pnnacle Actuaral Resources Inc., Bloomngton, IL ABSTRACT As t has been wdely reported n the nsurance

More information

Reporting Instructions for Schedules A through S

Reporting Instructions for Schedules A through S FFIEC 0 Reportng Instructons for Schedules A through S FFIEC 0 FFIEC 0 CONTENTS INSTRUCTIONS FOR PREPARATION OF FFIEC 0 Rsk-Based Captal Reportng for Insttutons Subject to the Advanced Captal Adequacy

More information

Chapter 8 Group-based Lending and Adverse Selection: A Study on Risk Behavior and Group Formation 1

Chapter 8 Group-based Lending and Adverse Selection: A Study on Risk Behavior and Group Formation 1 Chapter 8 Group-based Lendng and Adverse Selecton: A Study on Rsk Behavor and Group Formaton 1 8.1 Introducton Ths chapter deals wth group formaton and the adverse selecton problem. In several theoretcal

More information

Foreign Direct Investment in a World of Multiple Taxes

Foreign Direct Investment in a World of Multiple Taxes Foregn Drect Investment n a World of Multple Taxes by Mhr A. Desa Harvard Unversty and NBER James R. Hnes Jr. Unversty of Mchgan and NBER July 2001 We thank Yumng Zou for excellent research assstance,

More information