BPCE - 2018 Risk report / Pillar III
5 CREDIT RISK
Risk measurement and internal ratings
PD (PROBABILITY OF DEFAULT) MODELS ➡
Number of models
Exposure class
Portfolio
Description/Methodology
Expert criteriaincludingquantitativeand qualitative variables/economic and descriptive variables Portfolio with lowdefault risk
Sovereigns, central governments and central banks
Sovereignsand affiliates
1
Expertcriteria Portfolio with lowdefault risk
Multilateral developmentbanks
1
Municipalities(communes), departments, regions,social housing agencies, hospitals, etc.
10 (NA*)
Expert criteria/statisticalmodeling(logistic regression) Portfolio with lowdefault risk
Public sector
Expertcriteria Portfolio with lowdefault risk
Financial institutions
OECDor non-OECDbanks, brokers/dealers
3
5 Expert criteriaincludingquantitative andqualitative variables, depending on thebusinesssector Portfolio with lowdefault risk Statistical models(logistic regression) or flat scores, on companiespublishingparent companyor consolidated financial statements,mainlybased on balance sheetdata dependingon the businesssector, and banking behavior/history Expert criteriaincludingquantitativeand qualitative variables Portfolio with lowdefault risk Expert criteria basedon features offinanced goods/projects Portfolio with lowdefault risk 7 Statistical models(logistic regression) includingbehavioral and socioeconomic variables, differentiated by customerprofile 2 Statisticalmodels(logisticregression) includingbalance sheet and behavioral variables Statistical models(logistic regression) includingbehavioral and socioeconomicvariables, or project description variables (quota, etc.),differentiatedby customerprofile 1 Statistical models(logistic regression) includingbehavioral and socioeconomic variables
Large corporates (Revenue> €1 billion)
SMEs (Revenue> €3 million)
11 (o/w 2 NA)
Non-profitsand Insurancecompanies Specialized lending (real estate, asset pool,aircraft, etc.)
8 (o/w 1 NA)
Corporates
Individualcustomers
Professionalcustomers(socioeconomic category, differentiatedaccording tocertain sectors)
10
5 (o/w 2 NA)
Residential real estate
Retail
Revolvingloans
NA refers to modelsnot yet approvedfor the determinationof capitalrequirements. *
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Risk Report Pillar III 2018
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