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Incorporating prediction and estimation risk in point-in-time credit portfolio models

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dc.creator Hamerle, Alfred
dc.creator Knapp, Michael
dc.creator Liebig, Thilo
dc.creator Wildenauer, Nicole
dc.date 2005
dc.date.accessioned 2013-10-16T07:06:35Z
dc.date.available 2013-10-16T07:06:35Z
dc.date.issued 2013-10-16
dc.identifier http://hdl.handle.net/10419/19746
dc.identifier ppn:503998540
dc.identifier RePEc:zbw:bubdp2:4268
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/10419/19746
dc.description In this paper we focus on the analysis of the effect of prediction and estimation risk on the loss distribution, risk measures and economic capital. When variables for the determination of probability of default and loss distribution have to be predicted because they are not available at the time the prediction is made, the prediction is prone to errors. The model parameters for the estimation of probability of default or asset correlation are not available, and usually have to be estimated using historical data. The incorporation of prediction and estimation risk generally leads to broader loss distributions and therefore to rising values of risk parameters such as Value at Risk or Expected Shortfall. The level of economic capital required may be strongly underestimated if prediction and estimation risk are ignored.
dc.language eng
dc.relation Discussion Paper, Series 2: Banking and Financial Supervision 2005,13
dc.rights http://www.econstor.eu/dspace/Nutzungsbedingungen
dc.subject G21
dc.subject C1
dc.subject ddc:330
dc.subject probability of default
dc.subject PD
dc.subject credit risk
dc.subject default correlation
dc.subject asset correlation
dc.subject point in time
dc.subject value at risk
dc.subject estimation risk
dc.subject Kreditrisiko
dc.subject Portfolio-Management
dc.subject Schätzung
dc.subject Statistischer Fehler
dc.subject Prognoseverfahren
dc.subject Value at Risk
dc.subject Theorie
dc.subject Deutschland
dc.title Incorporating prediction and estimation risk in point-in-time credit portfolio models
dc.type doc-type:workingPaper
dc.coverage 1989-2003


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