Modeling non performing loans probability in the commercial banking system: efficiency and effectiveness related to credit risk in Italy
AbstractIn this paper we model the effect of the non performing loans on the cost structure of the commercial banking system. With this aim, we comment on an increase in the non performing loans by studying the consequences of such a change on the cost function and compute the probability of failure of maintaining a performing loan as such. In so doing we are convinced that geography does matter and evaluate the risk propensity of the bank towards the nonperforming loans accordingly. We finally stress that traditional efficiency indicators of cost elasticity do not fit properly with such a problem and propose a measure based on the costs for managing and monitoring the loans which, according to the related density function, will reveal effectively as non performing.
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Bibliographic InfoPaper provided by Dipartimento di Economia, Sapienza University of Rome in its series Working Papers - Dipartimento di Economia with number 1.
Length: 29 pages
Date of creation: 2009
Date of revision: 2009
Non performing loans probability; Bank management; Cost function; Efficiency and effectiveness indicators; Flexible forms.;
Find related papers by JEL classification:
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-08-30 (All new papers)
- NEP-BAN-2009-08-30 (Banking)
- NEP-CFN-2009-08-30 (Corporate Finance)
- NEP-RMG-2009-08-30 (Risk Management)
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