CVaR Hedging under Stochastic Interest Rate
In this paper we assess the partial hedging problems by formulating hedging strategies that minimize conditional value-at-risk (CVaR) of the portfolio loss under stochastic interest rate environment. The combination of stochastic interest and CVaR hedging method makes the valuing approach more com...
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Online Access: | http://journal.frontiersin.org/Journal/10.3389/fams.2015.00002/full |
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doaj-872aa72fd50f4dbd902fc60630ffac2c2020-11-25T02:25:54ZengFrontiers Media S.A.Frontiers in Applied Mathematics and Statistics2297-46872015-05-01110.3389/fams.2015.00002134908CVaR Hedging under Stochastic Interest RateAngela eTsao0Xiang eShi1Alexander eMelnikov2Stony Brook UniversityStony Brook UniversityUniversity of AlbertaIn this paper we assess the partial hedging problems by formulating hedging strategies that minimize conditional value-at-risk (CVaR) of the portfolio loss under stochastic interest rate environment. The combination of stochastic interest and CVaR hedging method makes the valuing approach more complex than the existing model with constant interest rate. We take up two issues in searching the optimal CVaR hedging strategy: given the initial capital constraint we minimize the CVaR of the portfolio loss; by prescribing a bound on the risk, we also minimize the hedging cost. As an illustration of this hedging technique we derive hedging strategies for a European call option with the Black Scholes setting under HJM framework; explicit formulas are presented. We also investigate CVaR hedging problems by using the real financial data.http://journal.frontiersin.org/Journal/10.3389/fams.2015.00002/fullConditional value-at-riskDynamic hedgingQuantile hedgingHJM modelStochastic interet rate |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Angela eTsao Xiang eShi Alexander eMelnikov |
spellingShingle |
Angela eTsao Xiang eShi Alexander eMelnikov CVaR Hedging under Stochastic Interest Rate Frontiers in Applied Mathematics and Statistics Conditional value-at-risk Dynamic hedging Quantile hedging HJM model Stochastic interet rate |
author_facet |
Angela eTsao Xiang eShi Alexander eMelnikov |
author_sort |
Angela eTsao |
title |
CVaR Hedging under Stochastic Interest Rate |
title_short |
CVaR Hedging under Stochastic Interest Rate |
title_full |
CVaR Hedging under Stochastic Interest Rate |
title_fullStr |
CVaR Hedging under Stochastic Interest Rate |
title_full_unstemmed |
CVaR Hedging under Stochastic Interest Rate |
title_sort |
cvar hedging under stochastic interest rate |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Applied Mathematics and Statistics |
issn |
2297-4687 |
publishDate |
2015-05-01 |
description |
In this paper we assess the partial hedging problems by formulating hedging strategies that minimize conditional value-at-risk (CVaR) of the portfolio loss under stochastic interest rate environment. The combination of stochastic interest and CVaR hedging method makes the valuing approach more complex than the existing model with constant interest rate. We take up two issues in searching the optimal CVaR hedging strategy: given the initial capital constraint we minimize the CVaR of the portfolio loss; by prescribing a bound on the risk, we also minimize the hedging cost. As an illustration of this hedging technique we derive hedging strategies for a European call option with the Black Scholes setting under HJM framework; explicit formulas are presented. We also investigate CVaR hedging problems by using the real financial data. |
topic |
Conditional value-at-risk Dynamic hedging Quantile hedging HJM model Stochastic interet rate |
url |
http://journal.frontiersin.org/Journal/10.3389/fams.2015.00002/full |
work_keys_str_mv |
AT angelaetsao cvarhedgingunderstochasticinterestrate AT xiangeshi cvarhedgingunderstochasticinterestrate AT alexanderemelnikov cvarhedgingunderstochasticinterestrate |
_version_ |
1724849700316643328 |