On non-negative solutions of stochastic Volterra equations with jumps and non-Lipschitz coefficients

Aurélien Alfonsi, Guillaume Szulda
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Abstract

We consider one-dimensional stochastic Volterra equations with jumps for which we establish conditions upon the convolution kernel and coefficients for the strong existence and pathwise uniqueness of a non-negative c\`adl\`ag solution. By using the approach recently developed in arXiv:2302.07758, we show the strong existence by using a nonnegative approximation of the equation whose convergence is proved via a variant of the Yamada--Watanabe approximation technique. We apply our results to L\'evy-driven stochastic Volterra equations. In particular, we are able to define a Volterra extension of the so-called alpha-stable Cox--Ingersoll--Ross process, which is especially used for applications in Mathematical Finance.
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论具有跳跃和非 Lipschitz 系数的随机 Volterra方程的非负解
我们考虑了带有跳跃的一维随机 Volterra方程,并为非负 c\`adl\`ags 解的强存在性和路径唯一性建立了卷积核和系数条件。通过使用最近在 arXiv:2302.07758 中开发的方法,我们用一个非负近似方程证明了强存在性,该方程的收敛性是通过 Yamada--Watanabe 近似技术的变体证明的。我们将我们的结果应用于 L\'evy-driven stochastic Volterra equations.特别是,我们能够定义所谓的 alpha-stable Cox--Ingersoll--Ross process 的 Volterra 扩展,它尤其适用于数学金融领域的应用。
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