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Portfolio optimisation with options

Jonathan Raimana Chan, Thomas Huckle, Antoine Jacquier and Aitor Muguruza

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Abstract: We develop a new analysis for portfolio optimisation with options, tackling the three fundamental issues with this problem: asymmetric options' distributions, high dimensionality and dependence structure. To do so, we propose a new dependency matrix, built upon conditional probabilities between options' payoffs, and show how it can be computed in closed form given a copula structure of the underlying asset prices. The empirical evidence we provide highlights that this approach is efficient, fast and easily scalable to large portfolios of (mixed) options.

Date: 2021-11, Revised 2024-09
New Economics Papers: this item is included in nep-cwa and nep-rmg
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