Article ID Journal Published Year Pages File Type
7550486 Stochastic Processes and their Applications 2018 26 Pages PDF
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.
Related Topics
Physical Sciences and Engineering Mathematics Mathematics (General)
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