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Quantitative Credit Metrics
1.
RISK TRAINING SESSION#2/
19TH OF MAY 2010 QUANTITATIVE CREDIT METRICS FOR: DEPT . OF LOCAL INVESTMENTS DONE BY: QUANTITATIVE RISK ANALYTICS TIIB – HEAD OFFICE
2.
3.
Internal Risk Based
Approach
4.
5.
6.
FIRB IRB
ECONOMIC CAPITAL MODELING AIRB
7.
8.
EAD –
(Exposure at Default)
9.
PD -
(Probability of Default)
10.
RR -
(Recovery Rate )
11.
RP -
(Repayment Probability)
12.
EL - (Expected
Loss)
13.
14.
LGD can be
mathematically expressed as: LGD% = (1- Recovery Rate%)
15.
16.
17.
(1 -0.75) =
(0.25) 25 %
18.
19.
20.
EAD = Total
Line * Drawdown Rate = YR 300 Mio * 0.10 = 30 Mio
21.
22.
Probability of Default
can be inferred from the credit score assigned by the analyst
23.
24.
PD can be
computed using LOGIT Model
25.
For example if
internal risk rating assigned to a bank customer by local investments is 2 , what will be the PD ?
26.
PD = 1/
(1+exp ^(-zi))
27.
PD =
1/(1+ exp ^(-2))
28.
29.
RR% = (1-
LGD) = (1-0.45) = 55.0%
30.
31.
32.
RP = (1-PD)
= (1- 0.05) = 95%
33.
34.
EL is mathematically
expressed as :
35.
36.
EL = PD*
LGD = 25%*11% = 2.75%
37.
38.
UL (Unexpected Loss)
is the volatility of losses around EL (Expected Loss)
39.
40.
UL = (1-
EL)= (1- 0.10) = 90%
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