A practical approach to validating a PD model

被引:29
作者
Medema, Lydian [1 ,3 ]
Koning, Ruud H. [1 ,3 ]
Lensink, Robert [1 ,2 ]
机构
[1] Univ Groningen, Fac Econ & Business, Ctr Int Banking Insurance & Finance CIBIF, NL-9700 AV Groningen, Netherlands
[2] Univ Groningen, Dept Finance, NL-9700 AV Groningen, Netherlands
[3] Univ Groningen, Dept Econ & Econometr, NL-9700 AV Groningen, Netherlands
关键词
Credit risk; Probability of default; Basel II; Statistical validation; Logit model;
D O I
10.1016/j.jbankfin.2008.11.007
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
The capital adequacy framework Basel II aims to promote the adoption of stronger risk management practices by the banking industry. The implementation makes validation of credit risk models more important. Lenders therefore need a validation methodology to convince their supervisors that their credit scoring models are performing well. In this paper we take tip the challenge to propose and implement a simple validation methodology that can be used by banks to validate their credit risk modelling exercise. We will contextualise the proposed methodology by applying it to a default model of mortgage loans of a commercial bank in the Netherlands. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:701 / 708
页数:8
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