RULEM: A novel heuristic rule learning approach for ordinal classification with monotonicity constraints

W Verbeke, D Martens, B Baesens - Applied Soft Computing, 2017 - Elsevier
In many real world applications classification models are required to be in line with domain
knowledge and to respect monotone relations between predictor variables and the target …

The application of credit risk models to macroeconomic scenario analysis and stress testing

J Skoglund, W Chen - Journal of Credit Risk, 2016 - papers.ssrn.com
The application of credit risk models in Comprehensive Capital Analysis and Review and
European Banking Authority mandated regulatory macroeconomic stress testing is of …

Current expected credit loss procyclicality: it depends on the model

J Breeden, M Vaskouski - Journal of Credit Risk, 2020 - papers.ssrn.com
The new guidelines for loan loss reserves, current expected credit loss (CECL), were initially
proposed so that lenders' loss reserves would be forward-looking. Some recent studies have …

[PDF][PDF] CECL procyclicality: it depends on the model

JL Breeden - Prescient Models LLC, www. prescientmodels. com …, 2018 - researchgate.net
The new guidelines for loan loss reserves, CECL (Current Expected Credit Loss), were
initially proposed so that lenders' loss reserves would be forward-looking. Some recent …

Three Essays on Bank-Sourced Credit Risk Estimates

B Štěpánková - 2021 - dspace.cuni.cz
The aim of the thesis is to bring new insights into banks' internal credit risk estimates and
their application in estimation of credit transition matrices, which are an important part of …

[PDF][PDF] TRABAJO FIN DE MÁSTER-MEMORIA-_

CDEUNM DE PREDICCIÓN, PMEY DE DEFAULT - biblioteca.cunef.edu
A menudo, las pymes y empresas encuentran serias dificultades para obtener acceso a
financiación ajena y poder llevar a cabo su actividad. Para muchas de estas empresas, el …

[PDF][PDF] Likelihood-Based Estimation Methods for Credit Rating Stochastic Factor Model

M Bandehali - 2020 - yorkspace.library.yorku.ca
This thesis is an empirical investigation of various estimation methods for the analysis of the
dynamics of credit rating matrices. More specifically, the thesis presents three maximum …

Bank-sourced transition matrixes: are banks' internal credit risk estimates Markovian?

B Stepankova - Journal of Credit Risk, 2019 - papers.ssrn.com
This study explores banks' internal credit risk estimates and the associated bank-sourced
transition matrixes. We empirically test the widely used Markovian property and time …

Применение матрицы миграции Маркова для моделирования дефолтов и прогнозирования денежных потоков по пулам ипотечных кредитов

АВ Петрушин - Kant, 2017 - cyberleninka.ru
В статье рассматривается конкретный пример построения матрицы миграции Маркова
на основе данных об ипотечных кредитах и заемщиках в США, а также использование …

Credit Migration of an Internal Rating System for a Canadian SME Loans Portfolio

Y Liu - 2015 - spectrum.library.concordia.ca
In the context of Basel II, credit migration matrices have become major components in credit
risk management. This thesis is an empirical investigation of various issues that arise in the …