A Simple Early Warning System for Evaluating the Credit Portfolio's Quality

The last decade has witnessed the development of a vast literature devoted to the study of several phenomena like banking crises or episodes of vulnerability and distress, characterized by inadequate capitalization, impairment of the asset quality and of the credit institutions' rating. The pur...

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Bibliographic Details
Main Authors: Nicolae Dardac, Iustina Alina Boitan
Format: Article
Language:English
Published: General Association of Economists from Romania 2009-05-01
Series:Theoretical and Applied Economics
Subjects:
Online Access:http://www.ectap.ro/articole/388.pdf
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author Nicolae Dardac
Iustina Alina Boitan
author_facet Nicolae Dardac
Iustina Alina Boitan
author_sort Nicolae Dardac
collection DOAJ
description The last decade has witnessed the development of a vast literature devoted to the study of several phenomena like banking crises or episodes of vulnerability and distress, characterized by inadequate capitalization, impairment of the asset quality and of the credit institutions' rating. The purpose of this study is to design an early warning system in order to highlight at an earlier stage the likelihood of deterioration of the Romanian banking system credit portfolio's quality. We have applied an econometric model which constitutes a reference for this type of analysis, having as purpose the identification of a significant correlation between increasing weight of bad loans in total assets, on the one hand, and a number of macroeconomic variables and indicators of the banking system, on the other hand.
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spelling doaj.art-95f57f5d366d400d8627bf21f941a3892022-12-22T02:32:43ZengGeneral Association of Economists from RomaniaTheoretical and Applied Economics1841-86782009-05-0105(534)05(534)6978A Simple Early Warning System for Evaluating the Credit Portfolio's QualityNicolae DardacIustina Alina BoitanThe last decade has witnessed the development of a vast literature devoted to the study of several phenomena like banking crises or episodes of vulnerability and distress, characterized by inadequate capitalization, impairment of the asset quality and of the credit institutions' rating. The purpose of this study is to design an early warning system in order to highlight at an earlier stage the likelihood of deterioration of the Romanian banking system credit portfolio's quality. We have applied an econometric model which constitutes a reference for this type of analysis, having as purpose the identification of a significant correlation between increasing weight of bad loans in total assets, on the one hand, and a number of macroeconomic variables and indicators of the banking system, on the other hand.http://www.ectap.ro/articole/388.pdfearly warning systemlogistic regressionprobability of deterioration of the loans portfoliogoodness-of-fit testspredictive ability.
spellingShingle Nicolae Dardac
Iustina Alina Boitan
A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
Theoretical and Applied Economics
early warning system
logistic regression
probability of deterioration of the loans portfolio
goodness-of-fit tests
predictive ability.
title A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
title_full A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
title_fullStr A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
title_full_unstemmed A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
title_short A Simple Early Warning System for Evaluating the Credit Portfolio's Quality
title_sort simple early warning system for evaluating the credit portfolio s quality
topic early warning system
logistic regression
probability of deterioration of the loans portfolio
goodness-of-fit tests
predictive ability.
url http://www.ectap.ro/articole/388.pdf
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