Integrating Seasonal Oscillations into Basel Ii Behavioural Scoring Models

Credit Risk Scoring Models

Credit scoring models play a fundamental role in the risk management practice at most banks. They are used to quantify credit risk at counterparty or transaction level in the different phases of the credit cycle (e.g. application, behavioural, collection models). The credit score empowers users to make quick decisions or even to automate decisions and this is extremely desirable when banks are ...

Impact of Basel II Capital Accord on Small and Medium Size Enterprises (SME): An Empirical Study on a Group of Export Oriented SMEs

The purpose of this study is to find the relationship between lending to Small and Medium-size Exporter Enterprises (E-SMEs) and the use of Basel II Capital Accord for the first time in the banking system of Iran. Results showed that 96.69 percent of small firms were in the very low risk category of credit portfolio. This proof explains a consistent and balanced relationship between risk- weigh...

Matrix Sequential Hybrid Credit Scorecard Based on Logistic Regression and Clustering

The Basel II Accord pointed out benefits of credit risk management through internal models to estimate Probability of Default (PD). Banks use default predictions to estimate the loan applicants’ PD. However, in practice, PD is not useful and banks applied credit scorecards for their decision making process. Also the competitive pressures in lending industry forced banks to use profit scorecards...

How can the change of Basel Capital Requirements affect the Monetary Policy Impact on the Iranian Economy and Banking System?

In this study, we examined the effects of monetary policy shocks on the performance of the Iranian macroeconomy and the banking system, under the different situations of the Basel II and III capital requirements regulations. By developing a DSGE Model and according to its structural shocks, four observable variables including output gap, bank capital adequacy, inflation, and money base growth r...

Revisiting Credit Scoring Models in a Basel 2 Environment