Weak convergence to derivatives of fractional Brownian motion
Probability
2022-10-04 v2 Econometrics
Statistics Theory
Statistics Theory
Abstract
It is well known that, under suitable regularity conditions, the normalized fractional process with fractional parameter converges weakly to fractional Brownian motion for . We show that, for any non-negative integer , derivatives of order of the normalized fractional process with respect to the fractional parameter , jointly converge weakly to the corresponding derivatives of fractional Brownian motion. As an illustration we apply the results to the asymptotic distribution of the score vectors in the multifractional vector autoregressive model.
Keywords
Cite
@article{arxiv.2208.02516,
title = {Weak convergence to derivatives of fractional Brownian motion},
author = {Søren Johansen and Morten Ørregaard Nielsen},
journal= {arXiv preprint arXiv:2208.02516},
year = {2022}
}