  In this paper exact confidence intervals for the Orey index of Gaussian
processes are obtained using concentration inequalities for Gaussian quadratic
forms and discrete observations of the underlying process. The obtained result
is applied to Gaussian processes with the Orey index which not necessarily have
stationary increments.
