In this work, we establish a comparison principle for stochastic Volterra equations with respect to the initial condition and the drift b applicable to a wide class of Volterra kernels and driving forces g that may be singular in zero. For completely monotone Volterra kernels such a result holds without any further restrictions, while for not completely monotone kernels it is shown that such a principle fails unless the drift is additionally monotone. As a side-product of our results, we also complement the literature on the weak existence of continuous nonnegative solutions. This covers the rough Cox-Ingersoll-Ross process with singular initial conditions.
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Cañadas et al. (2024) studied this question.
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