Loss given default in SME leasing
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DOI: 10.1007/s11846-021-00486-5
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- Benjamin Bade & Daniel Rösch & Harald Scheule, 2011. "Default and Recovery Risk Dependencies in a Simple Credit Risk Model," European Financial Management, European Financial Management Association, vol. 17(1), pages 120-144, January.
- Murray Z. Frank & Vidhan K. Goyal, 2009.
"Capital Structure Decisions: Which Factors Are Reliably Important?,"
Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
- Frank, Murray Z. & Goyal, Vidhan K., 2009. "Capital Structure Decisions: Which Factors are Reliably Important?," MPRA Paper 22525, University Library of Munich, Germany.
- Jimenez, Gabriel & Saurina, Jesus, 2004.
"Collateral, type of lender and relationship banking as determinants of credit risk,"
Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
- Gabriel Jiménez & Jesús Saurina, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Working Papers 0414, Banco de España.
- Dietsch, Michel & Petey, Joel, 2002. "The credit risk in SME loans portfolios: Modeling issues, pricing, and capital requirements," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 303-322, March.
- Bastos, João A., 2010.
"Forecasting bank loans loss-given-default,"
Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2510-2517, October.
- Joao A. Bastos, 2009. "Forecasting bank loans loss-given-default," CEMAPRE Working Papers 0901, Centre for Applied Mathematics and Economics (CEMAPRE), School of Economics and Management (ISEG), Technical University of Lisbon.
- Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
- Hugues Pirotte & Celine Vaessen, 2008.
"Residual value risk in the leasing industry: A European case,"
The European Journal of Finance, Taylor & Francis Journals, vol. 14(2), pages 157-177.
- Hugues Pirotte & Céline Vaessen, 2008. "Residual value risk in the leasing industry: A European case," ULB Institutional Repository 2013/14303, ULB -- Universite Libre de Bruxelles.
- repec:uts:ppaper:v:17:y:2011:i:1:p:120-144 is not listed on IDEAS
- Sharpe, Steven A. & Nguyen, Hien H., 1995.
"Capital market imperfections and the incentive to lease,"
Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 271-294.
- Hien H. Nguyen & Steven A. Sharpe, 1994. "Capital market imperfections and the incentive to lease," Finance and Economics Discussion Series 94-5, Board of Governors of the Federal Reserve System (U.S.).
- Grunert, Jens & Weber, Martin, 2009. "Recovery rates of commercial lending: Empirical evidence for German companies," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 505-513, March.
- M.Ameziane Lasfer & Mario Levis, 1998. "The Determinants of the Leasing Decision of Small and Large Companies," European Financial Management, European Financial Management Association, vol. 4(2), pages 159-184, July.
- Andrea L. Eisfeldt & Adriano A. Rampini, 2009.
"Leasing, Ability to Repossess, and Debt Capacity,"
The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1621-1657, April.
- Andrea Eisfeldt & Adriano Rampini, 2006. "Leasing, Ability to Repossess, and Debt Capacity," 2006 Meeting Papers 461, Society for Economic Dynamics.
- Adriano Rampini & Andrea Eisfeldt, 2007. "Leasing, Ability to Repossess, and Debt Capacity," Working Papers 07-19, Center for Economic Studies, U.S. Census Bureau.
- Patrick Royston & Willi Sauerbrei, 2007. "Multivariable modeling with cubic regression splines: A principled approach," Stata Journal, StataCorp LP, vol. 7(1), pages 45-70, February.
- Jun Pan & Kenneth J. Singleton, 2008. "Default and Recovery Implicit in the Term Structure of Sovereign CDS Spreads," Journal of Finance, American Finance Association, vol. 63(5), pages 2345-2384, October.
- Miller, Patrick & Töws, Eugen, 2018. "Loss given default adjusted workout processes for leases," Journal of Banking & Finance, Elsevier, vol. 91(C), pages 189-201.
- Kaposty, Florian & Kriebel, Johannes & Löderbusch, Matthias, 2020. "Predicting loss given default in leasing: A closer look at models and variable selection," International Journal of Forecasting, Elsevier, vol. 36(2), pages 248-266.
- Hartmann-Wendels, Thomas & Miller, Patrick & Töws, Eugen, 2014. "Loss given default for leasing: Parametric and nonparametric estimations," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 364-375.
- Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
- Krüger, Steffen & Oehme, Toni & Rösch, Daniel & Scheule, Harald, 2018. "A copula sample selection model for predicting multi-year LGDs and Lifetime Expected Losses," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 246-262.
- Marie-Paule Laurent & Mathias Schmit, 2005. "Estimating distressed LGD on defaulted exposures: a portfolio model applied to leasing contracts," ULB Institutional Repository 2013/14421, ULB -- Universite Libre de Bruxelles.
- Benjamin Bade & Daniel Roesch & Harald Scheule, 2011. "Default and Recovery Risk Dependencies in a Simple Credit Risk Model," Published Paper Series 2011-1, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
- D Rösch & H Scheule, 2014. "Forecasting probabilities of default and loss rates given default in the presence of selection," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(3), pages 393-407, March.
- Kraemer-Eis, Helmut & Lang, Frank, 2012. "The importance of leasing for SME finance," EIF Working Paper Series 2012/15, European Investment Fund (EIF).
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Edward I. Altman & Brooks Brady & Andrea Resti & Andrea Sironi, 2005. "The Link between Default and Recovery Rates: Theory, Empirical Evidence, and Implications," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2203-2228, November.
- Schmit, Mathias, 2004. "Credit risk in the leasing industry," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 811-833, April.
- Ying Tang & Chao Deng & Andrea Moro, 2017. "Firm-bank trusting relationship and discouraged borrowers," Review of Managerial Science, Springer, vol. 11(3), pages 519-541, July.
- Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
- Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
- Yashkir, Olga & Yashkir, Yuriy, 2013. "Loss Given Default Modelling: Comparative Analysis," MPRA Paper 46147, University Library of Munich, Germany.
- Aytekin Ertan & Maria Loumioti & Regina Wittenberg‐Moerman, 2017. "Enhancing Loan Quality Through Transparency: Evidence from the European Central Bank Loan Level Reporting Initiative," Journal of Accounting Research, Wiley Blackwell, vol. 55(4), pages 877-918, September.
- Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
- Dermine, J. & de Carvalho, C. Neto, 2006. "Bank loan losses-given-default: A case study," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1219-1243, April.
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More about this item
Keywords
Credit risk; leasing; SME financing; Loss given default;All these keywords.
JEL classification:
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
- G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
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