[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v192y2021icp691-703.html
   My bibliography  Save this article

Risk committee complexity and liquidity risk in the European banking industry

Author

Listed:
  • Galletta, Simona
  • Mazzù, Sebastiano
  • Scannella, Enzo
Abstract
The present study aims to investigate how bank governance characteristics are related to liquidity risk by analysing board composition, gender, and the risk committee. A dynamic panel data model is employed on a sample of European banks during the period after the financial crisis (from 2011 to 2017). Furthermore, we collect information about the profiles of the directors on the boards of banks, thereby creating five categories of risk committee members. To address the endogeneity issue, a generalised method of moments two-step estimator is implemented. The findings highlight that the fundamental role of the risk committee adequately shields banks against general liquidity risks. Moreover, the results show a reduction in liquidity risk when a certain threshold of risk supervisors is defined, aiming to reduce risk-taking behaviours. We provide evidence that the effectiveness of the risk committee is strictly related to its complexity. The results of the present study support the corporate governance principles for banks established by the Basel Committee on Banking Supervision, thus reinforcing the board's risk governance responsibilities, especially with regard to the specific roles of the risk committee.

Suggested Citation

  • Galletta, Simona & Mazzù, Sebastiano & Scannella, Enzo, 2021. "Risk committee complexity and liquidity risk in the European banking industry," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 691-703.
    • Handle: RePEc:eee:jeborg:v:192:y:2021:i:c:p:691-703
    DOI: 10.1016/j.jebo.2021.10.033
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268121004637
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jebo.2021.10.033?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. García-Sánchez, Isabel-María & García-Meca, Emma & Cuadrado-Ballesteros, Beatriz, 2017. "Do financial experts on audit committees matter for bank insolvency risk-taking? The monitoring role of bank regulation and ethical policy," Journal of Business Research, Elsevier, vol. 76(C), pages 52-66.
    2. Charness, Gary & Jackson, Matthew O., 2009. "The role of responsibility in strategic risk-taking," Journal of Economic Behavior & Organization, Elsevier, vol. 69(3), pages 241-247, March.
    3. Borgioli, Stefano & Gouveia, Ana Cláudia & Labanca, Claudio, 2013. "Financial stability analysis: insights gained from consolidated banking data for the EU," Occasional Paper Series 140, European Central Bank.
    4. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    5. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    6. Pathan, Shams, 2009. "Strong boards, CEO power and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1340-1350, July.
    7. Molyneux, Philip & Thornton, John, 1992. "Determinants of European bank profitability: A note," Journal of Banking & Finance, Elsevier, vol. 16(6), pages 1173-1178, December.
    8. Bernile, Gennaro & Bhagwat, Vineet & Yonker, Scott, 2018. "Board diversity, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 127(3), pages 588-612.
    9. Emilia Peni & Sami Vähämaa, 2012. "Did Good Corporate Governance Improve Bank Performance during the Financial Crisis?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 19-35, April.
    10. Vallascas, Francesco & Mollah, Sabur & Keasey, Kevin, 2017. "Does the impact of board independence on large bank risks change after the global financial crisis?," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 149-166.
    11. Bluhm, Marcel, 2018. "Persistent liquidity shocks and interbank funding," Journal of Financial Stability, Elsevier, vol. 36(C), pages 246-262.
    12. Diana Bonfim & Moshe Kim, 2012. "Liquidity risk in banking: is there herding?," Working Papers w201218, Banco de Portugal, Economics and Research Department.
    13. Berger, Allen N. & Boubakri, Narjess & Guedhami, Omrane & Li, Xinming, 2019. "Liquidity creation performance and financial stability consequences of Islamic banking: Evidence from a multinational study," Journal of Financial Stability, Elsevier, vol. 44(C).
    14. Giuliana Birindelli & Paola Ferretti & Mariantonietta Intonti & Antonia Iannuzzi, 2015. "On the drivers of corporate social responsibility in banks: evidence from an ethical rating model," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(2), pages 303-340, May.
    15. Mester, Loretta J., 1991. "Agency costs among savings and loans," Journal of Financial Intermediation, Elsevier, vol. 1(3), pages 257-278, June.
    16. Berger, Allen N. & Kick, Thomas & Schaeck, Klaus, 2014. "Executive board composition and bank risk taking," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 48-65.
    17. Fungáčová, Zuzana & Hasan, Iftekhar & Weill, Laurent, 2019. "Trust in banks," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 452-476.
    18. Kose John & Lubomir Litov & Bernard Yeung, 2008. "Corporate Governance and Risk‐Taking," Journal of Finance, American Finance Association, vol. 63(4), pages 1679-1728, August.
    19. Mergaerts, Frederik & Vander Vennet, Rudi, 2016. "Business models and bank performance: A long-term perspective," Journal of Financial Stability, Elsevier, vol. 22(C), pages 57-75.
    20. Lentner, Csaba & Szegedi, Krisztina & Tatay, Tibor, 2015. "Corporate Social Responsibility in the Banking Sector," Public Finance Quarterly, Corvinus University of Budapest, vol. 60(1), pages 95-103.
    21. Pasiouras, Fotios & Kosmidou, Kyriaki, 2007. "Factors influencing the profitability of domestic and foreign commercial banks in the European Union," Research in International Business and Finance, Elsevier, vol. 21(2), pages 222-237, June.
    22. Douglas W. Diamond & Raghuram G. Rajan, 2009. "The Credit Crisis: Conjectures about Causes and Remedies," American Economic Review, American Economic Association, vol. 99(2), pages 606-610, May.
    23. Santomero, Anthony M. & Trester, Jeffrey J., 1998. "Financial innovation and bank risk taking," Journal of Economic Behavior & Organization, Elsevier, vol. 35(1), pages 25-37, March.
    24. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    25. Aebi, Vincent & Sabato, Gabriele & Schmid, Markus, 2012. "Risk management, corporate governance, and bank performance in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3213-3226.
    26. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    27. Díaz, Violeta & Huang, Ying, 2017. "The role of governance on bank liquidity creation," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 137-156.
    28. Raaj K. Sah & Joseph E. Stiglitz, 1991. "The Quality of Managers in Centralized Versus Decentralized Organizations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 289-295.
    29. Akhigbe, Aigbe & Martin, Anna D., 2008. "Influence of disclosure and governance on risk of US financial services firms following Sarbanes-Oxley," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2124-2135, October.
    30. Hong, Han & Huang, Jing-Zhi & Wu, Deming, 2014. "The information content of Basel III liquidity risk measures," Journal of Financial Stability, Elsevier, vol. 15(C), pages 91-111.
    31. Baltagi, Badi H. & Wu, Ping X., 1999. "Unequally Spaced Panel Data Regressions With Ar(1) Disturbances," Econometric Theory, Cambridge University Press, vol. 15(6), pages 814-823, December.
    32. Berger, Allen N. & Bouwman, Christa H.S. & Kick, Thomas & Schaeck, Klaus, 2016. "Bank liquidity creation following regulatory interventions and capital support," Journal of Financial Intermediation, Elsevier, vol. 26(C), pages 115-141.
    33. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    34. Huang, Jiekun & Kisgen, Darren J., 2013. "Gender and corporate finance: Are male executives overconfident relative to female executives?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 822-839.
    35. Tirole, J., 2008. "Liquidity shortages: theoretical underpinnings," Financial Stability Review, Banque de France, issue 11, pages 53-63, February.
    36. Allen N. Berger & Christa H. S. Bouwman, 2009. "Bank Liquidity Creation," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3779-3837, September.
    37. Garratt, Rod & Keister, Todd, 2009. "Bank runs as coordination failures: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 300-317, August.
    38. Andres, Pablo de & Vallelado, Eleuterio, 2008. "Corporate governance in banking: The role of the board of directors," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2570-2580, December.
    39. Jan Willem Van den End, 2016. "A macroprudential approach to address liquidity risk with the loan-to-deposit ratio," The European Journal of Finance, Taylor & Francis Journals, vol. 22(3), pages 237-253, February.
    40. Keys, Benjamin J. & Mukherjee, Tanmoy & Seru, Amit & Vig, Vikrant, 2009. "Financial regulation and securitization: Evidence from subprime loans," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 700-720, July.
    41. Ronald C. Anderson & David M. Reeb & Arun Upadhyay & Wanli Zhao, 2011. "The Economics of Director Heterogeneity," Financial Management, Financial Management Association International, vol. 40(1), pages 5-38, March.
    42. Igan, Deniz & Mirzaei, Ali, 2020. "Does going tough on banks make the going get tough? Bank liquidity regulations, capital requirements, and sectoral activity," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 688-726.
    43. Faleye, Olubunmi & Krishnan, Karthik, 2017. "Risky lending: Does bank corporate governance matter?," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 57-69.
    44. Abdelsalam, Omneya & Dimitropoulos, Panagiotis & Elnahass, Marwa & Leventis, Stergios, 2016. "Earnings management behaviors under different monitoring mechanisms: The case of Islamic and conventional banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 155-173.
    45. De Haan, Jakob & Poghosyan, Tigran, 2012. "Bank size, market concentration, and bank earnings volatility in the US," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(1), pages 35-54.
    46. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    47. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    48. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    49. Erkens, David H. & Hung, Mingyi & Matos, Pedro, 2012. "Corporate governance in the 2007–2008 financial crisis: Evidence from financial institutions worldwide," Journal of Corporate Finance, Elsevier, vol. 18(2), pages 389-411.
    50. Lehmann, Erik & Neuberger, Doris, 2001. "Do lending relationships matter?: Evidence from bank survey data in Germany," Journal of Economic Behavior & Organization, Elsevier, vol. 45(4), pages 339-359, August.
    51. Wang, Tawei & Hsu, Carol, 2013. "Board composition and operational risk events of financial institutions," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 2042-2051.
    52. de Haan, Leo & van den End, Jan Willem, 2013. "Bank liquidity, the maturity ladder, and regulation," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3930-3950.
    53. Cheng, Shijun, 2008. "Board size and the variability of corporate performance," Journal of Financial Economics, Elsevier, vol. 87(1), pages 157-176, January.
    54. Borgioli, Stefano & Gouveia, Ana Cláudia & Labanca, Claudio, 2013. "Financial stability analysis: insights gained from consolidated banking data for the EU," Occasional Paper Series 140, European Central Bank.
    55. Khan, Muhammad Saifuddin & Scheule, Harald & Wu, Eliza, 2017. "Funding liquidity and bank risk taking," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 203-216.
    56. Berger, Allen N. & Bouwman, Christa H.S., 2017. "Bank liquidity creation, monetary policy, and financial crises," Journal of Financial Stability, Elsevier, vol. 30(C), pages 139-155.
    57. Andrew Ellul & Vijay Yerramilli, 2013. "Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies," Journal of Finance, American Finance Association, vol. 68(5), pages 1757-1803, October.
    58. Klein, April, 2002. "Audit committee, board of director characteristics, and earnings management," Journal of Accounting and Economics, Elsevier, vol. 33(3), pages 375-400, August.
    59. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    60. Imbierowicz, Björn & Rauch, Christian, 2014. "The relationship between liquidity risk and credit risk in banks," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 242-256.
    61. Minton, Bernadette A. & Taillard, Jérôme P. & Williamson, Rohan, 2014. "Financial Expertise of the Board, Risk Taking, and Performance: Evidence from Bank Holding Companies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 351-380, April.
    62. Renate Schubert, 1999. "Financial Decision-Making: Are Women Really More Risk-Averse?," American Economic Review, American Economic Association, vol. 89(2), pages 381-385, May.
    63. Iqbal, Jamshed & Strobl, Sascha & Vähämaa, Sami, 2015. "Corporate governance and the systemic risk of financial institutions," Journal of Economics and Business, Elsevier, vol. 82(C), pages 42-61.
    64. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    65. Brown, Martin & Guin, Benjamin & Morkoetter, Stefan, 2020. "Deposit withdrawals from distressed banks: Client relationships matter," Journal of Financial Stability, Elsevier, vol. 46(C).
    66. Demirguc, Asli & Laeven, Luc & Levine, Ross, 2003. "The impact of bank regulations, concentration, and institutions on bank margins," Policy Research Working Paper Series 3030, The World Bank.
    67. Francesca Battaglia & Angela Gallo & Anna Elvira Graziano, 2014. "Strong Boards, Risk Committee and Bank Performance: Evidence from India and China," CSR, Sustainability, Ethics & Governance, in: Sabri Boubaker & Duc Khuong Nguyen (ed.), Corporate Governance in Emerging Markets, edition 127, pages 79-105, Springer.
    68. Zhou, Yifan & Kara, Alper & Molyneux, Philip, 2019. "Chair-CEO generation gap and bank risk-taking," The British Accounting Review, Elsevier, vol. 51(4), pages 352-372.
    69. Farag, Hisham & Mallin, Chris, 2017. "Board diversity and financial fragility: Evidence from European banks," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 98-112.
    70. Francesca Gennari & Daniela M. Salvioni, 2019. "CSR committees on boards: the impact of the external country level factors," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(3), pages 759-785, September.
    71. Shin, Hyun Song, 2010. "Risk and Liquidity," OUP Catalogue, Oxford University Press, number 9780199546367.
    72. Huang, Shu-Chun & Chen, Wei-Da & Chen, Yehning, 2018. "Bank liquidity creation and CEO optimism," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 101-117.
    73. Lee, Seungho & Switzer, Lorne N. & Wang, Jun, 2019. "Risk, culture and investor behavior in small (but notorious) Eurozone countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 60(C), pages 89-110.
    74. van den End, Jan Willem & Tabbae, Mostafa, 2012. "When liquidity risk becomes a systemic issue: Empirical evidence of bank behaviour," Journal of Financial Stability, Elsevier, vol. 8(2), pages 107-120.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tarkocin, Coskun & Donduran, Murat, 2024. "Constructing early warning indicators for banks using machine learning models," The North American Journal of Economics and Finance, Elsevier, vol. 69(PB).
    2. Xuanling MA & Meng JI, 2023. "Analysis on Liquidity Risk Management of Monetary and Financial Services based on the Goal of Financial Stability," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 72-91, June.
    3. Salazar, Yadira & Merello, Paloma & Zorio-Grima, Ana, 2023. "IFRS 9, banking risk and COVID-19: Evidence from Europe," Finance Research Letters, Elsevier, vol. 56(C).
    4. Simona Galletta & Sebastiano Mazzù, 2023. "ESG controversies and bank risk taking," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 274-288, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Simona Galletta & Sebastiano Mazzù, 2019. "Liquidity Risk Drivers and Bank Business Models," Risks, MDPI, vol. 7(3), pages 1-18, August.
    2. Mavrakana, Christina & Psillaki, Maria, 2019. "Do board structure and compensation matter for bank stability and bank performance? Evidence from European banks," MPRA Paper 95776, University Library of Munich, Germany.
    3. Renata Karkowska & Jan Acedański, 2020. "The effect of corporate board attributes on bank stability," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(2), pages 99-137, May.
    4. Zhou, Yifan & Kara, Alper & Molyneux, Philip, 2019. "Chair-CEO generation gap and bank risk-taking," The British Accounting Review, Elsevier, vol. 51(4), pages 352-372.
    5. Safiullah, Md & Shamsuddin, Abul, 2018. "Risk in Islamic banking and corporate governance," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 129-149.
    6. Mamatzakis, Emmanuel & Zhang, Xiaoxiang & Wang, Chaoke, 2017. "How the corporate governance mechanisms affect bank risk taking," MPRA Paper 78137, University Library of Munich, Germany.
    7. Marion Dupire & Christian Haddad & Regine Slagmulder, 2022. "The Importance of Board Risk Oversight in Times of Crisis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 61(3), pages 319-365, June.
    8. Safiullah, Md, 2020. "Bank governance and crisis-period efficiency: A multinational study on Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    9. Safiullah, Md & Hassan, M. Kabir & Kabir, Md Nurul, 2022. "Corporate governance and liquidity creation nexus in Islamic banks—Is managerial ability a channel?," Global Finance Journal, Elsevier, vol. 51(C).
    10. Emmanuel Mamatzakis & Theodora Bermpei, 2015. "The Effect of Corporate Governance on the Performance of US Investment Banks," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 24(2-3), pages 191-239, May.
    11. Abdelbadie, Roba Ashraf & Salama, Aly, 2019. "Corporate governance and financial stability in US banks: Do indirect interlocks matter?," Journal of Business Research, Elsevier, vol. 104(C), pages 85-105.
    12. Battaglia, Francesca & Gallo, Angela, 2017. "Strong boards, ownership concentration and EU banks’ systemic risk-taking: Evidence from the financial crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 128-146.
    13. Walter Gontarek & Yacine Belghitar, 2021. "CEO chairman controversy: evidence from the post financial crisis period," Review of Quantitative Finance and Accounting, Springer, vol. 56(2), pages 675-713, February.
    14. Unda, Luisa A. & Ranasinghe, Dinithi, 2021. "To pay or not pay: Board remuneration and insolvency risk in credit unions," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    15. Raouf, Hajar & Ahmed, Habib, 2022. "Risk governance and financial stability: A comparative study of conventional and Islamic banks in the GCC," Global Finance Journal, Elsevier, vol. 52(C).
    16. Wu, Meng-Wen & Shen, Chung-Hua & Hsu, Hsing-Hua & Chiu, Po-Hao, 2023. "Why did a bank with good governance perform worse during the financial crisis? The views of shareholder and stakeholder orientations," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    17. Sabur Mollah & M. Kabir Hassan & Omar Farooque & Asma Mobarek, 2017. "The governance, risk-taking, and performance of Islamic banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(2), pages 195-219, April.
    18. Vallascas, Francesco & Mollah, Sabur & Keasey, Kevin, 2017. "Does the impact of board independence on large bank risks change after the global financial crisis?," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 149-166.
    19. Cardillo, Giovanni & Onali, Enrico & Torluccio, Giuseppe, 2021. "Does gender diversity on banks' boards matter? Evidence from public bailouts," Journal of Corporate Finance, Elsevier, vol. 71(C).
    20. Akbar, Saeed & Kharabsheh, Buthiena & Poletti-Hughes, Jannine & Shah, Syed Zulfiqar Ali, 2017. "Board structure and corporate risk taking in the UK financial sector," International Review of Financial Analysis, Elsevier, vol. 50(C), pages 101-110.

    More about this item

    Keywords

    Banking sector; Bank liquidity risk; Corporate governance; Basel III; Financial stability;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeborg:v:192:y:2021:i:c:p:691-703. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.