North American Actuarial Journal · 2013 · 29 citations · 24 references
BusinessFinanceRisk ManagementFinancial EconomicsFinancial Risk ManagementInvestment ManagementAnnuity ValuationFinancial RiskHedgingInvestmentOption PricingRisk-return AnalysisBasis Risk ForecastingDownside Risk AnalysisDownside Risk ManagementHedging Error AnalysisModeling Basis RiskMultivariate Pricing ModelsStochastic Pricing ModelsVariable Annuity Guarantees
Variable annuities are often sold with guarantees to protect investors from downside investment risk. The majority of variable annuity guarantees are written on more than one asset, but in practice, single-asset (univariate) stochastic investment models are mostly used for pricing and hedging these guarantees. This practical shortcut may lead to problems such as basis risk. In this article, we contribute a multivariate framework for pricing and hedging variable annuity guarantees. We explain how to transform multivariate stochastic investment models into their risk-neutral counterparts, which can then be used for pricing purposes. We also demonstrate how dynamic hedging can be implemented in a multivariate framework and how the potential hedging error can be quantified by stochastic simulations.
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Generalized autoregressive conditional heteroskedasticity
Tim Bollerslev · Journal of Econometrics · 1986 · 22.3K citations · Full text
Business, Finance, Econometrics +11
Dynamic Conditional Correlation
Robert F. Engle · Journal of Business and Economic Statistics · 2002 · 7.1K citations
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Multivariate Simultaneous Generalized ARCH
Robert F. Engle, Kenneth F. Kroner · Econometric Theory · 1995 · 4.6K citations