… Markov property is not appropriate for creditratingdynamics. The purpose of this article is to address the non-Markov behavior of the ratingdynamics… a non-Markovmodel, which is a non…
… by Student’s-t mixturemodels with the same number of … independence property of the hidden Markov chain (Cappé, … postulating models capable of capturing temporal dynamics …
… This behavior of the ratings can be modeled by MRGP. The originality of this … review on non-Markoviancreditratingdynamics. This survey presents non-Markovcreditratingmodels in …
H Xing, N Sun, Y Chen - Journal of Banking & Finance, 2012 - Elsevier
… structural break in rating transitions can be captured by the proposed model. We … -Markovian behaviors in empirical studies. From this perspective, our model extends the mixturemodel …
K Liu, KK Lai, SM Guu - … Multi-Conference on Computing in the …, 2009 - ieeexplore.ieee.org
… With such a mixture, the model turns out to be non-Markov and … creditrating but also on past ratinghistory. Parameters of the mixturemodel can be estimated from creditratinghistory …
… We develop a model for creditrating migration that accounts for the … the rating is modelled as a time-homogeneous Markov chain. While the rating process itself possesses the Markov …
A Kadam, P Lenk - Journal of Banking & Finance, 2008 - Elsevier
… chain could result unambiguously from a continuous time Markov chain rating migration … continuous time Markov chain based mixturemodels to ratings data. The discrete time model of …
DV Boreiko, SY Kaniovski, YM Kaniovski… - … in Statistics-Theory …, 2019 - Taylor & Francis
… In this paper, a generalization involving a Markoviandynamics of tendency variables is considered for each of the known coupling schemes. The corresponding maximum likelihood …
SY Oh, JW Song, W Chang, M Lee - IEEE Access, 2019 - ieeexplore.ieee.org
… to a homogeneous Markov chain. It implies that the creditratingdynamics are subject to the … Secondly, we observe that the second tier and non-investment creditratings in economic …