Hypothesis testing of the drift parameter sign for fractional Ornstein-Uhlenbeck process

preprint2016arXivOpen access

Abstract

We consider the fractional Ornstein-Uhlenbeck process with an unknown drift parameter and known Hurst parameter HH. We propose a new method to test the hypothesis of the sign of the parameter and prove the consistency of the test. Contrary to the previous works, our approach is applicable for all H∈(0,1)H\in(0,1). We also study the estimators for drift parameter for continuous and discrete observations and prove their strong consistency for all H∈(0,1)H\in(0,1).

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