A Markov approach to credit rating migration conditional on economic states

M Kalkbrener, N Packham - arXiv preprint arXiv:2403.14868, 2024 - arxiv.org
We develop a model for credit rating migration that accounts for the impact of economic state
fluctuations on default probabilities. The joint process for the economic state and the rating is …

Duration models for credit rating migration: Evidence from the financial crisis

M Ben Ayed, A Karaa, JL Prigent - Economic Inquiry, 2018 - Wiley Online Library
We introduce a specific duration model to analyze the prediction of the credit rating
migration. We consider hazard rate processes based on multi‐state autoregressive …

The real nature of credit rating transitions

A Eisenkopf - Available at SSRN 968311, 2008 - papers.ssrn.com
It is well known that credit rating transitions exhibit a serial correlation, also known as rating
drift, which is clearly confirmed by this analysis. Furthermore, it reveals that the credit rating …

Credit rating dynamics and Markov mixture models

H Frydman, T Schuermann - Journal of Banking & Finance, 2008 - Elsevier
Despite mounting evidence to the contrary, credit migration matrices, used in many credit
risk and pricing applications, are typically assumed to be generated by a simple Markov …

A Density-Dependent Model for Credit Ratings Migration Dynamics

D Parnes - The Journal of Fixed Income, 2007 - search.proquest.com
This study examines an alternative approach for simulating credit ratings migration by
associating firm's survivability and transitivity to a valuable economic parameter; the market …

Markov Chain Approach for Measuring Credit Rating Migration Risks

J Liang, B Hu - Credit Rating Migration Risks in Structure Models, 2024 - Springer
In this chapter, we model credit rating migrations and default events, with intensity, in a
Markov chain with a transformation state matrix, in discrete and continuous time. A …

Capturing model risk and rating momentum in the estimation of probabilities of default and credit rating migrations

M Pfeuffer, G Reis - arXiv preprint arXiv:1809.09889, 2018 - arxiv.org
We present two methodologies on the estimation of rating transition probabilities within
Markov and non-Markov frameworks. We first estimate a continuous-time Markov chain …

Credit migration risk and point in time credit dynamics: A new perspective for credit risk management

A Dalessandro - Available at SSRN 1969796, 2011 - papers.ssrn.com
This paper presents a credit migration model that aims to consistently capture the point-in-
time dynamics of the credit worthiness of debt issuers and their obligations, and a calibration …

Parsimonious higher order Markov models for rating transitions

S Baena-Mirabete, P Puig - … the Royal Statistical Society Series A …, 2018 - academic.oup.com
We propose several parsimonious models for higher order Markov chains, applied to the
study of municipal rating migrations in credit risk. In full parameterized Markov chain models …

Credit Migration Derivatives: Modelling of the Underlying Credit Migration Matrices

A Andersson - Available at SSRN 1276205, 2007 - papers.ssrn.com
In this thesis I develop a model for describing the dynamic behavior of Credit Migration
Matrices under a Point-in-time Rating Philosophy. Characteristics of the yearly Migration …