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Adaptive nonparametric drift estimation of an integrated jump diffusion process

Adaptive nonparametric drift estimation of an integrated jump diffusion process

In the present article, we investigate nonparametric estimation of the unknown drift function b in an integrated Lévy driven jump diffusion model. Our aim will be to estimate the drift on a compact set based on a high-frequency data sample. Instead of observing the jump diffusion process V itself, we …