Estimation and prediction of credit risk based on rating transition systems

J Shao, S Li, Y Li - arXiv preprint arXiv:1607.00448, 2016 - arxiv.org
Risk management is an important practice in the banking industry. In this paper we develop
a new methodology to estimate and predict the probability of default (PD) based on the …

Adjustment and application of transition matrices in credit risk models

S Trück, O Emrah - Available at SSRN 675922, 2003 - papers.ssrn.com
The paper gives a survey on recent developments on the use of numerical methods in rating
based Credit Risk Models. Generally such models use transition matrices to describe …

Sparse Structural Approach for Rating Transitions

V Perederiy - arXiv preprint arXiv:1708.00062, 2017 - arxiv.org
In banking practice, rating transition matrices have become the standard approach of
deriving multi-year probabilities of default (PDs) from one-year PDs, the latter normally being …

Estimation, adjustment and application of transition matrices in credit risk models

S Trück, E Özturkmen - … of Computational and Numerical Methods in …, 2004 - Springer
The paper gives a survey on recent developments on the use of numerical methods in rating
based Credit Risk Models. Generally such models use transition matrices to describe …

Credit rating dynamics in the presence of unknown structural breaks

H Xing, N Sun, Y Chen - Journal of Banking & Finance, 2012 - Elsevier
In many credit risk and pricing applications, credit transition matrix is modeled by a constant
transition probability or generator matrix for Markov processes. Based on empirical …

[PDF][PDF] Estimating continuous time transition matrices from discretely observed data

Y Inamura - Bank of Japan, 2006 - academia.edu
A common problem in credit risk management is the estimation of probabilities of rare
default events in high investment grades, when sufficient default data are not available. In …

Influence of economic factors on the credit rating transitions and defaults of credit insurance business

A Caja, Q Guibert, F Planchet - 2015 - hal.science
This paper presents a model for the determination and forecast of the number of defaults
and credit changes by estimating a reduced-form ordered regression model with a large …

[图书][B] Rating based modeling of credit risk: theory and application of migration matrices

S Trueck, ST Rachev - 2009 - books.google.com
In the last decade rating-based models have become very popular in credit risk
management. These systems use the rating of a company as the decisive variable to …

Stability of rating transitions

P Nickell, W Perraudin, S Varotto - Journal of Banking & Finance, 2000 - Elsevier
The distribution of ratings changes plays a crucial role in many credit risk models. As is well-
known, these distributions vary across time and different issuer types. Ignoring such …

An alternative methodology for estimating credit quality transition matrices

JE Gomez-Gonzalez, PM Acevedo… - Journal of Risk …, 2009 - ingentaconnect.com
This study presents an alternative method of estimating credit quality transition matrices
using a hazard function model. The model is useful both for testing the validity of the …