Non-parametric estimation in a semimartingale regression model. Part 1. Oracle inequalities

This paper considers the problem of estimating a periodic function in a continuoustime regression model with a general square integrable semimartingale noise. Amodel selection adaptive procedure is proposed. Sharp non-asymptotic oracleinequalities have been derived.

Bibliographic Details
Published in:Вестник Томского государственного университета. Математика и механика № 3. С. 23-41
Main Author: Konev, Victor V.
Other Authors: Pergamenshchikov, Serguei M.
Format: Article
Language:English
Subjects:
Online Access:http://vital.lib.tsu.ru/vital/access/manager/Repository/koha:000563218
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