English

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 dd converges weakly to fractional Brownian motion for d>1/2d>1/2. We show that, for any non-negative integer MM, derivatives of order m=0,1,,Mm=0,1,\dots,M of the normalized fractional process with respect to the fractional parameter dd, 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}
}