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  • Operational risk modelling helps the risk managers to better anticipate operational risk and hence it supports more efficient risk management. There are several techniques and methodological tools developed to fit frequency and severity models including the already-mentioned EVT, Bayesian inference, dynamic Bayesian networks, and expectation maximisation algorithms. When modelling operational risk, other methods that change the number of researched data of operational risk events are used. The first one are the robust statistic methods used Chernobai and Ratchev (2007) that exclude outliers from a data sample. On the other hand, a stress-testing method, what we analyzed in this paper, adds more data to a data sample and is widely used by financial institutions.
  • Operational risk modelling helps the risk managers to better anticipate operational risk and hence it supports more efficient risk management. There are several techniques and methodological tools developed to fit frequency and severity models including the already-mentioned EVT, Bayesian inference, dynamic Bayesian networks, and expectation maximisation algorithms. When modelling operational risk, other methods that change the number of researched data of operational risk events are used. The first one are the robust statistic methods used Chernobai and Ratchev (2007) that exclude outliers from a data sample. On the other hand, a stress-testing method, what we analyzed in this paper, adds more data to a data sample and is widely used by financial institutions. (en)
Title
  • Key operational risk management techniques
  • Key operational risk management techniques (en)
skos:prefLabel
  • Key operational risk management techniques
  • Key operational risk management techniques (en)
skos:notation
  • RIV/00216208:11230/10:10118936!RIV12-GA0-11230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • I, P(GAP403/10/1235), P(GPP403/10/P278), S, Z(MSM0021620841)
http://linked.open...iv/cisloPeriodika
  • 16
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 266365
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11230/10:10118936
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • techniques; management; operational risk (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [BA92748A5473]
http://linked.open...i/riv/nazevZdroje
  • Scientific Papers of the University of Pardubice. Series D, Faculty of Economics and Administration
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • Neuveden
http://linked.open...iv/tvurceVysledku
  • Teplý, Petr
  • Černohorská, Liběna
  • Rippel, Milan
http://linked.open...n/vavai/riv/zamer
issn
  • 1211-555X
number of pages
http://localhost/t...ganizacniJednotka
  • 11230
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