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arxiv: 1506.07404 · v1 · pith:XFLV64WYnew · submitted 2015-06-24 · 🧮 math.ST · stat.TH

Weak convergence of the empirical truncated distribution function of the L\'evy measure of an It\=o semimartingale

classification 🧮 math.ST stat.TH
keywords convergencedistributionempiricalfunctionjumpmeasureprocesssemimartingale
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Given an It\=o semimartingale with a time-homogeneous jump part observed at high frequency, we prove weak convergence of a normalized truncated empirical distribution function of the L\'evy measure to a Gaussian process. In contrast to competing procedures, our estimator works for processes with a non-vanishing diffusion component and under simple assumptions on the jump process.

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