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The supervisor's portfolio: the market price risk of German banks from 2001 to 2003 - Analysis and models for risk aggregation

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dc.creator Memmel, Christoph
dc.creator Wehn, Carsten
dc.date 2005
dc.date.accessioned 2013-10-16T07:06:33Z
dc.date.available 2013-10-16T07:06:33Z
dc.date.issued 2013-10-16
dc.identifier http://hdl.handle.net/10419/19735
dc.identifier ppn:488269598
dc.identifier RePEc:zbw:bubdp2:4257
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/10419/19735
dc.description The Value at Risk of a portfolio differs from the sum of the Values at Risk of the portfolio's components. In this paper, we analyze the problem of how a single economic risk figure for the Value at Risk of a hypothetical portfolio composed of different commercial banks might be obtained for a supervisor. Using the daily profits and losses and the daily Value at Risk figures of twelve German banks for the period from 2001 to 2003, we estimate the Value at Risk of the entire portfolio. We assume a reduced-form model and neglect the effects of a potential bankruptcy of one of the banks. We analyze different models for the cross-correlation of the banks? profits and losses. In an empirical study, we apply backtesting methods to determine which aggregation model leads to the best out-of-sample estimates for the portfolio's economic risk figure. Our main findings can be summarized in three statements. (i) The portfolio's Value at Risk can be estimated from time series data very well. (ii) During "normal" times, the portfolio's Value at Risk is much lower than the sum of the single Values at Risk. (iii) The relative marginal risk contribution depends on the bank in question and is between 0.05 and 0.62.
dc.language eng
dc.relation Discussion Paper, Series 2: Banking and Financial Supervision 2005,02
dc.rights http://www.econstor.eu/dspace/Nutzungsbedingungen
dc.subject C52
dc.subject G11
dc.subject G28
dc.subject G21
dc.subject ddc:330
dc.subject Value at Risk
dc.subject portfolio
dc.subject cross-correlation
dc.subject market risk regulation
dc.subject risk forecast
dc.subject model validation
dc.subject Bankrisiko
dc.subject Value at Risk
dc.subject Aggregation
dc.subject Portfolio-Management
dc.subject Schätzung
dc.subject Deutschland
dc.title The supervisor's portfolio: the market price risk of German banks from 2001 to 2003 - Analysis and models for risk aggregation
dc.type doc-type:workingPaper


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