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Credit Portfolio Risk and PD Confidence Sets through the Business Cycle

Authors: Stefan Trueck; Svetlozar Rachev;

Credit Portfolio Risk and PD Confidence Sets through the Business Cycle

Abstract

Transition matrices are an important determinant for risk management and VaR calculations in credit portfolios. It is well known that rating migration behavior is not constant through time. It shows cyclical behavior and signiflcant changes over the years. We investigate the efiect of changes in migration matrices on credit portfolio risk in terms of Expected Loss and Value-at-Risk flgures for exemplary loan portfolios. The estimates are based on historical transition matrices for difierent time horizons and a continuous-time simulation procedure. We further determine confldence sets for the probability of default (PD) in difierent rating classes by a bootstrapping methodology. Our flndings are substantial changes in VaR as well as for the width of estimated PD confldence intervals.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
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