[BOOK][B] Credit scoring and its applications

L Thomas, J Crook, D Edelman - 2017 - SIAM
Credit Scoring and Its Applications, Second Edition : Back Matter Page 1 Bibliography [1]
Acharya, VV, Bharath, ST, and Srinivasan, A. (2007) Does industry-wide distress affect …

[BOOK][B] Credit risk analytics: Measurement techniques, applications, and examples in SAS

B Baesens, D Roesch, H Scheule - 2016 - books.google.com
The long-awaited, comprehensive guide to practical credit risk modeling Credit Risk
Analytics provides a targeted training guide for risk managers looking to efficiently build or …

Loss given default models incorporating macroeconomic variables for credit cards

T Bellotti, J Crook - International Journal of Forecasting, 2012 - Elsevier
Based on UK data for major retail credit cards, we build several models of Loss Given
Default based on account level data, including Tobit, a decision tree model, a Beta and …

Rating agencies as gatekeepers to the capital market: Practical implications of 40 years of research

T Lagner, D Knyphausen‐Aufseß - … Markets, Institutions & …, 2012 - Wiley Online Library
This paper gives an extensive overview on the avenues academic research has taken in
exploring the role of credit ratings. In doing so, it relies on a strict methodological approach …

Modelling the loss given default distribution via a family of zero-and-one inflated mixture models

SD Tomarchio, A Punzo - Journal of the Royal Statistical Society …, 2019 - academic.oup.com
The empirical distribution of the loss given default (LGD) has support [0, 1], contains an
excess of 0s and 1s, and is often multimodal on (0, 1). Though some parametric models …

[PDF][PDF] Generalized beta regression models for random loss-given-default

X Huang, CW Oosterlee - 2008 - researchgate.net
We propose a new framework for modeling systematic risk in Loss-Given-Default (LGD) in
the context of credit portfolio losses. The class of models is very flexible and accommodates …

[HTML][HTML] Loan level loss given default (LGD) study of Indian banks

A Bandyopadhyay - IIMB Management Review, 2022 - Elsevier
Loss given default (LGD) is a critical element in estimating expected as well as unexpected
credit losses in banking business. This article investigates written-off history of Indian banks …

Is recovery risk priced?

T Schläfer, M Uhrig-Homburg - Journal of Banking & Finance, 2014 - Elsevier
Recovery risk to explain corporate debt premia has not received much attention so far, most
likely due to the difficulties around decomposing the expected loss. We exploit the fact that …

Stress-testing credit risk parameters: an application to retail loan portfolios

D Rösch, HH Scheule - Journal of Risk Model Validation, 2007 - papers.ssrn.com
Financial institutions are faced with the challenge to forecast future credit portfolio losses. It
is common practice to focus on portfolio models consisting of a limited set of parameters …

Stress-testing probability of default and migration rate with respect to Basel II requirements

P Miu, B Ozdemir - Available at SSRN 1365842, 2008 - papers.ssrn.com
Basel II implementation requires the estimations of probability of default (PD) and migration
rate under hypothetical or historically observed stress scenarios. Typically, financial …