Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy

The paper is an attempt at studying the mechanisms whereby the economic activity dynamics and money market conditions affect the developments in nonperforming loan ratio across the main activity sectors, namely agriculture, industry, commerce and constructions. The default rates are modeled both on...

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Main Authors: Bogdan MOINESCU, Adrian CODIRLAŞU
Format: Article
Language:English
Published: General Association of Economists from Romania 2012-02-01
Series:Theoretical and Applied Economics
Subjects:
Online Access: http://store.ectap.ro/articole/690.pdf
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author Bogdan MOINESCU
Adrian CODIRLAŞU
author_facet Bogdan MOINESCU
Adrian CODIRLAŞU
author_sort Bogdan MOINESCU
collection DOAJ
description The paper is an attempt at studying the mechanisms whereby the economic activity dynamics and money market conditions affect the developments in nonperforming loan ratio across the main activity sectors, namely agriculture, industry, commerce and constructions. The default rates are modeled both on the basis of a linear approach and via a logistic function, starting from the methodological solution of the reputed conditional risk model referred to as Credit Portfolio View. The robustness of the analytical framework is ensured by applying SUR estimation method for simultaneous systems of equations in combination with that of autoregressive vectors. The empirical analysis is based on unique set of quarterly data, which allows for assessing the quality of non-financial companies loan repayment. The relevant explanatory variables were used in various configurations and lags for constructing several macroeconomic credit risk models.
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spelling doaj.art-fb53a68c904b4558b5427d91bcf5425a2022-12-22T03:03:19ZengGeneral Association of Economists from RomaniaTheoretical and Applied Economics1841-86781844-00292012-02-01XIX2698018418678Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real EconomyBogdan MOINESCU0Adrian CODIRLAŞU1 Bucharest Academy of Economic Studies Bucharest Academy of Economic Studies The paper is an attempt at studying the mechanisms whereby the economic activity dynamics and money market conditions affect the developments in nonperforming loan ratio across the main activity sectors, namely agriculture, industry, commerce and constructions. The default rates are modeled both on the basis of a linear approach and via a logistic function, starting from the methodological solution of the reputed conditional risk model referred to as Credit Portfolio View. The robustness of the analytical framework is ensured by applying SUR estimation method for simultaneous systems of equations in combination with that of autoregressive vectors. The empirical analysis is based on unique set of quarterly data, which allows for assessing the quality of non-financial companies loan repayment. The relevant explanatory variables were used in various configurations and lags for constructing several macroeconomic credit risk models. http://store.ectap.ro/articole/690.pdf nonperforming loansfinancial stabilitymacroeconomic credit risk modelsreal economymonetary conditions
spellingShingle Bogdan MOINESCU
Adrian CODIRLAŞU
Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
Theoretical and Applied Economics
nonperforming loans
financial stability
macroeconomic credit risk models
real economy
monetary conditions
title Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
title_full Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
title_fullStr Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
title_full_unstemmed Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
title_short Assessing the Sectoral Dynamics of Non-performing Loans: Signs from Financial and Real Economy
title_sort assessing the sectoral dynamics of non performing loans signs from financial and real economy
topic nonperforming loans
financial stability
macroeconomic credit risk models
real economy
monetary conditions
url http://store.ectap.ro/articole/690.pdf
work_keys_str_mv AT bogdanmoinescu assessingthesectoraldynamicsofnonperformingloanssignsfromfinancialandrealeconomy
AT adriancodirlasu assessingthesectoraldynamicsofnonperformingloanssignsfromfinancialandrealeconomy