Hedging nontradable risks with transaction costs and price impact

被引:1
|
作者
Cartea, Alvaro [1 ,2 ]
Donnelly, Ryan [3 ]
Jaimungal, Sebastian [4 ]
机构
[1] Univ Oxford, Math Inst, Oxford, England
[2] Univ Oxford, Oxford Man Inst Quantitat Finance, Oxford, England
[3] Kings Coll London, Dept Math, London WC2R 2LS, England
[4] Univ Toronto, Dept Stat Sci, Toronto, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
algorithmic trading; hedging; nontradable risk; price impact; VALUATION; AVERSION; OPTION;
D O I
10.1111/mafi.12259
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
A risk-averse agent hedges her exposure to a nontradable risk factorUusing a correlated traded assetSand accounts for the impact of her trades on both factors. The effect of the agent's trades onUis referred to as cross-impact. By solving the agent's stochastic control problem, we obtain a closed-form expression for the optimal strategy when the agent holds a linear position inU. When the exposure to the nontradable risk factor psi(UT)is nonlinear, we provide an approximation to the optimal strategy in closed-form, and prove that the value function is correctly approximated by this strategy when cross-impact and risk-aversion are small. We further prove that when psi(UT)is nonlinear, the approximate optimal strategy can be written in terms of the optimal strategy for a linear exposure with the size of the position changing dynamically according to the exposure's "Delta" under a particular probability measure.
引用
收藏
页码:833 / 868
页数:36
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