Stress Test Modelling Of PD Risk Parameter Under Advanced IRB
نویسندگان
چکیده
The 2008 crisis highlighted the importance of using stress tests in banking practice. The role of these stress tests is to identify and precisely estimate the effect of possible future changes in economic conditions on the capital adequacy and profitability of banks. This paper seeks to show a possible methodology to calculate the stressed point-in-time PD parameter. The presented approach contains a linear autoregressive distributed lag model to determine the connection between the logit of default rates and the relevant macroeconomic factors, and uses migration matrices to calculate PDs from the forecasted default rates. The authors illustrate the applications of this methodology using real credit portfolio data.
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