Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7550486 | Stochastic Processes and their Applications | 2018 | 26 Pages |
Abstract
Itô semimartingales are the semimartingales whose characteristics are absolutely continuous with respect to Lebesgue measure. We study the importance of this assumption for statistical inference on a discretely sampled semimartingale in terms of the identifiability of its characteristics, their estimation, and propose tests of the Itô property against the non-Itô alternative when the observed semimartingale is continuous, or discontinuous with finite activity jumps, and under a number of technical assumptions.
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Physical Sciences and Engineering
Mathematics
Mathematics (General)
Authors
Yacine Aït-Sahalia, Jean Jacod,