Model risk of contingent claims

Arbeitspapier

Paralleling regulatory developments, we devise value-at-risk and expected shortfall type risk measures for the potential losses arising from using misspecied models when pricing and hedging contingent claims. Essentially, losses from model risk correspond to losses realized on a perfectly hedged position. Model uncertainty is expressed by a set of pricing models, relative to which potential losses are determined. Using market data, a unied loss distribution is attained by weighing models according to a relative likelihood criterion. Examples demonstrate the magnitude of model risk and corresponding capital buers necessary to suciently protect trading book positions against unexpected losses from model risk.

Angaben zum Objekt

• Sprache: Englisch

Verweise und Beziehungen

• Erschienen in: Series: IRTG 1792 Discussion Paper ; No. 2018-036

Klassifikation und Themen

• Klassifikation: Wirtschaft ; Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill ; Contingent Pricing; Futures Pricing; option pricing
• Thema: Model risk ; parameter uncertainty ; hedge error ; value-at-risk ; expected shortfall

Beteiligte, Orts- und Zeitangaben

• Ereignis: Geistige Schöpfung
• (wer): Detering, Nils ; Packham, Natalie
• Ereignis: Veröffentlichung
• (wer): Humboldt-Universität zu Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series"
• (wo): Berlin
• (wann): 2018

Weitere Informationen

• Handle: http://hdl.handle.net/10419/230747
• Letzte Aktualisierung: 10.03.2025, 11:44 MEZ