论文标题

资产负债表的XVA分析

XVA Analysis From the Balance Sheet

论文作者

Albanese, Claudio, Crepey, Stephane, Hoskinson, Rodney, Saadeddine, Bouazza

论文摘要

XVA表示自2007 - 09年危机以来,对交易对手风险与风险相关的估值调整。我们将资本成本XVA策略扎根于资产负债表的角度,这是确定XVA术语的经济含义的关键。我们的方法首先是在明确求解的静态设置中详细介绍的。然后将其插入真正的衍生银行投资组合的动态和贸易增量上下文。相应的资本成本XVA策略确保银行股东的信金股权流程,与目标障碍率相对应,其资本的风险率始终如一,在整个交易之间始终如一。可以使用GPU计算与整个银行资产负债表上下文中的深度学习回归方法相结合的GPU计算来有效地解决此策略的前进/向后SDE公式。数值案例研究强调了随后的路径XVA计算的可加工性和附加值。

XVAs denote various counterparty risk related valuation adjustments that are applied to financial derivatives since the 2007--09 crisis. We root a cost-of-capital XVA strategy in a balance sheet perspective which is key in identifying the economic meaning of the XVA terms. Our approach is first detailed in a static setup that is solved explicitly. It is then plugged in the dynamic and trade incremental context of a real derivative banking portfolio. The corresponding cost-of-capital XVA strategy ensures to bank shareholders a submartingale equity process corresponding to a target hurdle rate on their capital at risk, consistently between and throughout deals. Set on a forward/backward SDE formulation, this strategy can be solved efficiently using GPU computing combined with deep learning regression methods in a whole bank balance sheet context. A numerical case study emphasizes the workability and added value of the ensuing pathwise XVA computations.

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