Skip to main content
Erschienen in: Review of Quantitative Finance and Accounting 4/2015

01.05.2015 | Original Research

Litigation risk, information asymmetry and conditional conservatism

verfasst von: Zhefeng Liu, Fayez A. Elayan

Erschienen in: Review of Quantitative Finance and Accounting | Ausgabe 4/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This study examines whether a change in litigiousness explains variations in the relationship between information asymmetry and conditional conservatism. Prior literature documents a positive association between information asymmetry and conservatism. Prior literature also demonstrates that shareholder litigation concerns motivate managers and auditors to be conservative in preparing financial statements. In a more litigious environment, both managers and auditors have incentives to be more sensitive to expected litigation costs which increase with the level of information asymmetry. We hypothesize and find that higher levels of litigiousness enhance the association between information asymmetry and conservatism. This topic is important given the role of conservatism in accounting practice and the recent tendency for standard setters to view conservatism in a negative light. Prior research argues that conservatism is a favorable characteristic in equity markets because of its information role. This study attempts to gain a further understanding of what affects that role.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
The legal regime change was a result of a 1994 major US Supreme Court decision in Central Bank of Denver, N.A.V. First Interstate Bank of Denver case and the Private Securities Litigation Reform Act of 1995.
 
2
The increase in conditional conservatism is immediate in response to increases in the probability of litigation but delayed with a lag in response to increases in information asymmetry. C-score rises by 0.233 over a two-year period in response to increases in the probability of litigation compared with 0.056 in response to increases in information asymmetry.
 
3
Under Joint and Several Liability, auditors could be named to lawsuits because of their deep pockets rather than culpability.
 
5
Shortly after the enactment of the Act, shareholders managed to circumvent the Act and shift their cases to the state courts from the federal courts. As a result, litigiousness bounced back moderately (Grundfest and Perino 1997) until the US congress passed the Securities Litigation Uniform Standards Act in October 1998. This somewhat works against supporting our hypothesis. Note, though, that the vast majority of the literature still concludes a decrease in ex-ante litigation risk after the legal regime change. The judicial and legislative events will affect the ex-ante litigation risk at least over a short period of time.
 
6
Some studies (e.g., Givoly et al. 2007) have identified measurement error issues with the Basu model. But asymmetric timeliness is the most direct implication of conservatism (Ryan 2006). The Basu measure is conceptually superior and remains a premier, widely-used measure of earnings conservatism (Ball et al. 2010; Ryan 2006). We also follow Khan and Watts (2009) and use C_score as an alternative measure of conditional conservatism.
 
7
The purpose of using the annual returns ending three months after the fiscal year end is to ensure that the market response to the previous year’s earnings is excluded. We use net income (Compustat #172) instead of net income before extraordinary items (Compustat #18) because the latter may not capture all the conservative accounting choices made by the firm (Pope and Walker 1999).
 
8
See Easley et al. (1997, 2002) for more details.
 
9
We use dummy variables instead of continuous PIN or bid-ask spread variables to facilitate interpretation and allow for non-linearity as well as alleviate measurement error concerns. Results using continuous variables are qualitatively similar.
 
10
Compared with the Kim and Skinner (2012) sample, our sample of 44,519 (vs. 32,906) over 1996–2008 has a greater portion of firms in high-risk industries (0.357 vs. 0.263), a greater percentage of smaller firms (lagged assets 5.608 vs. 6.368), higher sales growth (0.156 vs. 0.113), lower return (0.076 vs. 0.123), less return skewness (0.319 vs. 0.334), much higher standard deviation (0.152 vs. 0.031) as well as greater turnover (1.88 vs. 1.21).
 
11
We thank Professor Soeren Hvidkjaer for making the PIN scores available on his website.
 
12
All the t-statistics in this paper are based on robust standard errors with cluster analysis at the firm-year level to control for cross-sectional and time-series correlation.
 
13
Incidentally, untabulated basic Basu (1997) model results show greater conditional conservatism for firms exposed to higher levels of ex-ante litigation risk (t = 1.83; p = 0.034 one-tailed), consistent with the litigation explanation for conservatism.
 
Literatur
Zurück zum Zitat Ali A, Kallapur S (2001) Securities price consequences of the Private Securities Litigation Reform Act and related events. Acc Rev 76:431–460CrossRef Ali A, Kallapur S (2001) Securities price consequences of the Private Securities Litigation Reform Act and related events. Acc Rev 76:431–460CrossRef
Zurück zum Zitat Avery T (1996) Securities litigation reform: the long and winding road to the Private Securities Litigation Reform Act of 1995. Bus Lawyer 51:335–378 Avery T (1996) Securities litigation reform: the long and winding road to the Private Securities Litigation Reform Act of 1995. Bus Lawyer 51:335–378
Zurück zum Zitat Ball RS, Kothari P, Robin A (2000) The effect of international institutional factors on properties of accounting earnings. J Acc Econ 29:1–51CrossRef Ball RS, Kothari P, Robin A (2000) The effect of international institutional factors on properties of accounting earnings. J Acc Econ 29:1–51CrossRef
Zurück zum Zitat Ball RS, Robbin A, Wu JS (2003) Incentives versus standards: properties of accounting income in four East Asian countries. J Acc Econ 36:235–270CrossRef Ball RS, Robbin A, Wu JS (2003) Incentives versus standards: properties of accounting income in four East Asian countries. J Acc Econ 36:235–270CrossRef
Zurück zum Zitat Ball RS, Kothari P, Nikolaev V (2010) Econometrics of the Basu asymmetric timeliness coefficient and accounting conservatism. Chicago booth research paper no. 09-16. Available at SSRN: http://ssrn.com/abstract=999710 Ball RS, Kothari P, Nikolaev V (2010) Econometrics of the Basu asymmetric timeliness coefficient and accounting conservatism. Chicago booth research paper no. 09-16. Available at SSRN: http://​ssrn.​com/​abstract=​999710
Zurück zum Zitat Basu S (1997) The conservatism principle and the asymmetric timeliness of earnings. J Acc Econ 24:3–37CrossRef Basu S (1997) The conservatism principle and the asymmetric timeliness of earnings. J Acc Econ 24:3–37CrossRef
Zurück zum Zitat Bonner S, Palmrose Z, Young S (1998) Fraud type and auditor litigation: an analysis of SEC accounting and auditing enforcement releases. Acc Rev 73:503–532 Bonner S, Palmrose Z, Young S (1998) Fraud type and auditor litigation: an analysis of SEC accounting and auditing enforcement releases. Acc Rev 73:503–532
Zurück zum Zitat Burgstahler D, Hail L, Leuz C (2006) The importance of reporting incentives: earnings management in European private and public firms. Acc Rev 81(5):983–1016CrossRef Burgstahler D, Hail L, Leuz C (2006) The importance of reporting incentives: earnings management in European private and public firms. Acc Rev 81(5):983–1016CrossRef
Zurück zum Zitat Bushman RM, Piotroski JD (2006) Financial reporting incentives for conservative accounting: the influence of legal and political institutions. J Acc Econ 42:107–148CrossRef Bushman RM, Piotroski JD (2006) Financial reporting incentives for conservative accounting: the influence of legal and political institutions. J Acc Econ 42:107–148CrossRef
Zurück zum Zitat Chan D, Pae S (1998) An analysis of the economic consequences of the proportionate liability rule. Contemp Acc Res 15:457–480CrossRef Chan D, Pae S (1998) An analysis of the economic consequences of the proportionate liability rule. Contemp Acc Res 15:457–480CrossRef
Zurück zum Zitat Chandra UC, Wasley C, Waymire G (2004) Income conservatism in the US technology sector. Working paper, University of Rochester Chandra UC, Wasley C, Waymire G (2004) Income conservatism in the US technology sector. Working paper, University of Rochester
Zurück zum Zitat Chung HH, Wynn JP (2008) Managerial legal liability coverage and earnings conservatism. J Acc Econ 46:135–153CrossRef Chung HH, Wynn JP (2008) Managerial legal liability coverage and earnings conservatism. J Acc Econ 46:135–153CrossRef
Zurück zum Zitat Coffee JC (2006) Reforming the securities class action: an essay on deterrence and its implementation. Columbia Law Rev 106:1534–1586 Coffee JC (2006) Reforming the securities class action: an essay on deterrence and its implementation. Columbia Law Rev 106:1534–1586
Zurück zum Zitat Daske H, Hail L, Leuz C, Verdi R (2008) Mandatory IFRS reporting around the world: early evidence on the economic consequences. J Acc Res 46:1085–1142 Daske H, Hail L, Leuz C, Verdi R (2008) Mandatory IFRS reporting around the world: early evidence on the economic consequences. J Acc Res 46:1085–1142
Zurück zum Zitat DeFond ML, Subramanyam KR (1998) Auditor changes and discretionary accruals. J Acc Econ 25:35–67CrossRef DeFond ML, Subramanyam KR (1998) Auditor changes and discretionary accruals. J Acc Econ 25:35–67CrossRef
Zurück zum Zitat DuCharme LL, Malatesta PH, Sefcik SE (2004) Earnings management, stock issues, and shareholder lawsuits. J Financ Econ 71:27–49CrossRef DuCharme LL, Malatesta PH, Sefcik SE (2004) Earnings management, stock issues, and shareholder lawsuits. J Financ Econ 71:27–49CrossRef
Zurück zum Zitat Easley D, Kiefer NM, O’Hara M (1997) One day in the life of a very common stock. Rev Financ Stu 10:805–835CrossRef Easley D, Kiefer NM, O’Hara M (1997) One day in the life of a very common stock. Rev Financ Stu 10:805–835CrossRef
Zurück zum Zitat Easley D, Hvidkjaer S, O’Hara M (2002) Is information risk a determinant of asset returns? J Financ 57:2185–2221CrossRef Easley D, Hvidkjaer S, O’Hara M (2002) Is information risk a determinant of asset returns? J Financ 57:2185–2221CrossRef
Zurück zum Zitat Easley D, Hvidkjaer S, O’Hara M (2010) Factoring information into returns. J Financ Quant Anal 45:293–309CrossRef Easley D, Hvidkjaer S, O’Hara M (2010) Factoring information into returns. J Financ Quant Anal 45:293–309CrossRef
Zurück zum Zitat Ertimur Y (2007) Discussion of “how disclosure quality affects the level of information asymmetry”. Rev Acc Stud 12:479–485CrossRef Ertimur Y (2007) Discussion of “how disclosure quality affects the level of information asymmetry”. Rev Acc Stud 12:479–485CrossRef
Zurück zum Zitat Francis JR, Krishnan J (2002) Evidence on auditor risk-management strategies before and after the Private Securities Litigation Reform Act of 1995. Asian Pacific J Acc Econ 9:135–157CrossRef Francis JR, Krishnan J (2002) Evidence on auditor risk-management strategies before and after the Private Securities Litigation Reform Act of 1995. Asian Pacific J Acc Econ 9:135–157CrossRef
Zurück zum Zitat Geiger MA, Raghunandan K (2001) Bankruptcies, audit reports, and the reform act. Audit J Pract Theory (March):187–196 Geiger MA, Raghunandan K (2001) Bankruptcies, audit reports, and the reform act. Audit J Pract Theory (March):187–196
Zurück zum Zitat Givoly D, Hayn CK, Natarajan A (2007) Measuring reporting conservatism. Acc Rev 82:65–106CrossRef Givoly D, Hayn CK, Natarajan A (2007) Measuring reporting conservatism. Acc Rev 82:65–106CrossRef
Zurück zum Zitat Gong G, Louis H, Sun AX (2008) Earnings management, lawsuits, and stock-for-stock acquirers’ market performance. J Acc Econ 46:62–77CrossRef Gong G, Louis H, Sun AX (2008) Earnings management, lawsuits, and stock-for-stock acquirers’ market performance. J Acc Econ 46:62–77CrossRef
Zurück zum Zitat Gottlieb E, Doroshow J (2002) Not in my back yard II: the high-tech hypocrites of “tort reform”. Center for Justice Democracy (April) Gottlieb E, Doroshow J (2002) Not in my back yard II: the high-tech hypocrites of “tort reform”. Center for Justice Democracy (April)
Zurück zum Zitat Greenberger RS (2002) Questioning the books: panel, in Enron’s Wake, to Review Lawsuit Curbs. Wall Street J (February 6):A8 Greenberger RS (2002) Questioning the books: panel, in Enron’s Wake, to Review Lawsuit Curbs. Wall Street J (February 6):A8
Zurück zum Zitat Griffiths I (1986) Creative accounting. Firethorn Press, London Griffiths I (1986) Creative accounting. Firethorn Press, London
Zurück zum Zitat Grundfest JA, Perino MA (1997) Securities litigation reform: the first year’s experience (Private Securities Litigation Reform Act of 1995) 29th Annual Institute on Securities Regulation. Pracising Law Institute, New York, pp 241–295 Grundfest JA, Perino MA (1997) Securities litigation reform: the first year’s experience (Private Securities Litigation Reform Act of 1995) 29th Annual Institute on Securities Regulation. Pracising Law Institute, New York, pp 241–295
Zurück zum Zitat Holthausen RW (2009) Accounting standards, financial reporting outcomes and enforcement. J Acc Res 47:447–458CrossRef Holthausen RW (2009) Accounting standards, financial reporting outcomes and enforcement. J Acc Res 47:447–458CrossRef
Zurück zum Zitat Huijgen C, Lubberink M (2005) Earnings conservatism, litigation and contracting: the case of cross-listed firms. J Bus Financ Acc 32:1275–1309CrossRef Huijgen C, Lubberink M (2005) Earnings conservatism, litigation and contracting: the case of cross-listed firms. J Bus Financ Acc 32:1275–1309CrossRef
Zurück zum Zitat Jackson H (2007) Variation in the intensity of financial regulation preliminary evidence and potential implications. Yale J Regul 24(2):253–291 Jackson H (2007) Variation in the intensity of financial regulation preliminary evidence and potential implications. Yale J Regul 24(2):253–291
Zurück zum Zitat Johnson MF, Kasznik R, Nelson KK (2000) Shareholder wealth effects of the Private Securities Litigation Reform Act of 1995. Rev Acc Stud 5:217–233CrossRef Johnson MF, Kasznik R, Nelson KK (2000) Shareholder wealth effects of the Private Securities Litigation Reform Act of 1995. Rev Acc Stud 5:217–233CrossRef
Zurück zum Zitat Jones RA, Wu YW (2010) Executive compensation, earnings management and shareholder litigation. Rev Quant Finan Acc 35:1–20CrossRef Jones RA, Wu YW (2010) Executive compensation, earnings management and shareholder litigation. Rev Quant Finan Acc 35:1–20CrossRef
Zurück zum Zitat Khan M, Watts RL (2009) Estimation and empirical properties of a firm-year measure of conservatism. J Acc Econ 48:132–150CrossRef Khan M, Watts RL (2009) Estimation and empirical properties of a firm-year measure of conservatism. J Acc Econ 48:132–150CrossRef
Zurück zum Zitat Kim KA (1999) Corporate governance and the role of Securities regulator in the aftermath of the Asian financial crisis. Rev Quant Finan Acc 2(4):515–519 Kim KA (1999) Corporate governance and the role of Securities regulator in the aftermath of the Asian financial crisis. Rev Quant Finan Acc 2(4):515–519
Zurück zum Zitat Kim I, Skinner DJ (2012) Measuring securities litigation risk. J Acc Econ 53:290–310CrossRef Kim I, Skinner DJ (2012) Measuring securities litigation risk. J Acc Econ 53:290–310CrossRef
Zurück zum Zitat Kothari SP, Shu S, Wysocki PD (2009) Do managers withhold bad news? J Acc Res 47:241–276CrossRef Kothari SP, Shu S, Wysocki PD (2009) Do managers withhold bad news? J Acc Res 47:241–276CrossRef
Zurück zum Zitat Kwon SS, Yin QJ, Han J (2006) The effect of differential accounting conservatism on the over-valuation of high-tech firms relative to low-tech firms. Rev Quant Finan Acc 27:143–173CrossRef Kwon SS, Yin QJ, Han J (2006) The effect of differential accounting conservatism on the over-valuation of high-tech firms relative to low-tech firms. Rev Quant Finan Acc 27:143–173CrossRef
Zurück zum Zitat LaFond R, Watts RL (2008) The information role of conservatism. Acc Rev 83:447–478CrossRef LaFond R, Watts RL (2008) The information role of conservatism. Acc Rev 83:447–478CrossRef
Zurück zum Zitat Lang M, Raedy J, Yetman M (2003) How representatitve are firms that are cross-listed in the United States? An analysis of accounting quality. J Acc Res 41:363–386CrossRef Lang M, Raedy J, Yetman M (2003) How representatitve are firms that are cross-listed in the United States? An analysis of accounting quality. J Acc Res 41:363–386CrossRef
Zurück zum Zitat Lee H, Mande V (2003) The effect of the Private Securities Litigation Reform Act of 1995 on accounting discretion of client managers of big 6 and non-big-6 auditors. Audit J Pract Theory 22:93–108 Lee H, Mande V (2003) The effect of the Private Securities Litigation Reform Act of 1995 on accounting discretion of client managers of big 6 and non-big-6 auditors. Audit J Pract Theory 22:93–108
Zurück zum Zitat Levine D, Pritchard A (1998) The Securities Litigation Uniform Standards Act of 1998: the sun sets on California’s blue sky laws. Bus Lawyer 54:1–54 Levine D, Pritchard A (1998) The Securities Litigation Uniform Standards Act of 1998: the sun sets on California’s blue sky laws. Bus Lawyer 54:1–54
Zurück zum Zitat Loh C, Rathinasamy RS (2003) Do all securities class actions have the same merit? A stock market perspective. Rev Pac Basin Finan Mark Policies 6(2):167–178CrossRef Loh C, Rathinasamy RS (2003) Do all securities class actions have the same merit? A stock market perspective. Rev Pac Basin Finan Mark Policies 6(2):167–178CrossRef
Zurück zum Zitat Lys T, Watts RL (1994) Lawsuits against auditors. J Acc Res 32:65–93CrossRef Lys T, Watts RL (1994) Lawsuits against auditors. J Acc Res 32:65–93CrossRef
Zurück zum Zitat Mahoney PG (2009) The development of securities law in the United States. J Acc Res 47:325–347CrossRef Mahoney PG (2009) The development of securities law in the United States. J Acc Res 47:325–347CrossRef
Zurück zum Zitat Palmrose Z, Scholz S (2004) The circumstances and legal consequences of non-GAAP reporting: evidence from restatements. Contemp Acc Res 21:139–180CrossRef Palmrose Z, Scholz S (2004) The circumstances and legal consequences of non-GAAP reporting: evidence from restatements. Contemp Acc Res 21:139–180CrossRef
Zurück zum Zitat Pope P, Walker M (1999) International differences in the timeliness, conservatism and classification of earnings. J Acc Res 37(Suppl):53–87CrossRef Pope P, Walker M (1999) International differences in the timeliness, conservatism and classification of earnings. J Acc Res 37(Suppl):53–87CrossRef
Zurück zum Zitat Richardson VJ (2000) Information asymmetry and earnings management: some evidence. Rev Quant Financ Acc 15:325–347CrossRef Richardson VJ (2000) Information asymmetry and earnings management: some evidence. Rev Quant Financ Acc 15:325–347CrossRef
Zurück zum Zitat Rogers JL, Buskirk AV (2009) Shareholder litigation and changes in disclosure behavior. J Acc Econ 47:136–156CrossRef Rogers JL, Buskirk AV (2009) Shareholder litigation and changes in disclosure behavior. J Acc Econ 47:136–156CrossRef
Zurück zum Zitat Ryan SG (2006) Identifying conditional conservatism. Eur Acc Rev 15:511–525CrossRef Ryan SG (2006) Identifying conditional conservatism. Eur Acc Rev 15:511–525CrossRef
Zurück zum Zitat Securities and Exchange Commission (1997) The report to the president and the congress on the first year of practice under PSLRA of 1995. April: Securities and Exchange Commission Securities and Exchange Commission (1997) The report to the president and the congress on the first year of practice under PSLRA of 1995. April: Securities and Exchange Commission
Zurück zum Zitat Seetharaman A, Srinidhi B, Swanson Z (2005) The effect of the Private Securities Litigation Reform Act of 1995 on accounting conservatism. J Acc Financ Res 13(4):11–26 Seetharaman A, Srinidhi B, Swanson Z (2005) The effect of the Private Securities Litigation Reform Act of 1995 on accounting conservatism. J Acc Financ Res 13(4):11–26
Zurück zum Zitat Seligman J (1994) The implications of Central Bank. Bus Lawyer 49:1429–1449 Seligman J (1994) The implications of Central Bank. Bus Lawyer 49:1429–1449
Zurück zum Zitat Solomon C, Berton L (1993) Deloitte is hit by jury award of $77 million. Wall Street J (November 3):A4 Solomon C, Berton L (1993) Deloitte is hit by jury award of $77 million. Wall Street J (November 3):A4
Zurück zum Zitat Thornton DB (2002) Testimony to the Canadian Standing Senate Committee on Banking, Trade, and Commerce. Ottawa, Canada Thornton DB (2002) Testimony to the Canadian Standing Senate Committee on Banking, Trade, and Commerce. Ottawa, Canada
Zurück zum Zitat Tung S (2000) The effect of information asymmetry on bid-ask spreads around earnings announcements by NASDAQ firms. Rev Pac Basin Finan Mark Policies 3(3):331–346CrossRef Tung S (2000) The effect of information asymmetry on bid-ask spreads around earnings announcements by NASDAQ firms. Rev Pac Basin Finan Mark Policies 3(3):331–346CrossRef
Zurück zum Zitat Venuti EK (2004) The going-concern assumption revisited: assessing a company’s future viability. CPA J 74(5):40–43 Venuti EK (2004) The going-concern assumption revisited: assessing a company’s future viability. CPA J 74(5):40–43
Zurück zum Zitat Watts RL (2003a) Conservatism in accounting part I: explanations and implications. Acc Horizons 17:207–221CrossRef Watts RL (2003a) Conservatism in accounting part I: explanations and implications. Acc Horizons 17:207–221CrossRef
Zurück zum Zitat Watts RL (2003b) Conservatism in accounting part II: evidence and research opportunities. Acc Horizons 17:287–301CrossRef Watts RL (2003b) Conservatism in accounting part II: evidence and research opportunities. Acc Horizons 17:287–301CrossRef
Zurück zum Zitat Watts RL, Zimmerman J (1986) Positive account theory. Prentice-Hall Inc, Englewood Cliffs, NJ Watts RL, Zimmerman J (1986) Positive account theory. Prentice-Hall Inc, Englewood Cliffs, NJ
Zurück zum Zitat Wittenberg-Moerman R (2008) The role of information asymmetry and financial reporting quality in debt trading: evidence from the secondary loan market. J Acc Econ 46:240–260CrossRef Wittenberg-Moerman R (2008) The role of information asymmetry and financial reporting quality in debt trading: evidence from the secondary loan market. J Acc Econ 46:240–260CrossRef
Zurück zum Zitat Xu W (2010) Do management earnings forecasts incorporate information in accruals? J Acc Econ 49:227–246CrossRef Xu W (2010) Do management earnings forecasts incorporate information in accruals? J Acc Econ 49:227–246CrossRef
Metadaten
Titel
Litigation risk, information asymmetry and conditional conservatism
verfasst von
Zhefeng Liu
Fayez A. Elayan
Publikationsdatum
01.05.2015
Verlag
Springer US
Erschienen in
Review of Quantitative Finance and Accounting / Ausgabe 4/2015
Print ISSN: 0924-865X
Elektronische ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-013-0428-y

Weitere Artikel der Ausgabe 4/2015

Review of Quantitative Finance and Accounting 4/2015 Zur Ausgabe