论文标题

变量年金的模型调整

Out-of-Model Adjustments of Variable Annuities

论文作者

Shen, Zhiyi

论文摘要

本文研究了黑色 - choles(BS)模型的模型在定价和风险管理的变量年金中的风险,其在保险行业中的广泛使用促进了。具体而言,我们将可变年金的无契约价格的无模型分解与BS型号的价格与三个模型的调整项结合使用。这阐明了产品背后的所有风险驱动因素,即现货价格,实现的波动,未来的微笑和次优戒断。鉴于市场与模型假设不同,我们进一步研究了基于BS的对冲策略的功效。我们透露,该战略始终可以消除现货风险,而篱笆的累积p \&l表现出逐渐滑动和瞬时泄漏。我们最终表明,在管理可变年金的风险方面,可以将价格,风险和对冲模型彼此分开。

This paper studies the model risk of the Black-Scholes (BS) model in pricing and risk-managing variable annuities motivated by its wide usage in the insurance industry. Specifically, we derive a model-free decomposition of the no-arbitrage price of the variable annuity into the BS model price in conjunction with three out-of-model adjustment terms. This sheds light on all risk drivers behind the product, that is, spot price, realized volatility, future smile, and sub-optimal withdrawal. We further investigate the efficacy of the BS-based hedging strategy given the market diverges from the model assumptions. We disclose that the spot price risk can always be eliminated by the strategy and the hedger's cumulative P\&L exhibits gradual slippage and instantaneous leakage. We finally show that the pricing, risk and hedging models can be separated from each other in managing the risks of variable annuities.

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