English

Local asymptotic normality property for fractional Gaussian noise under high-frequency observations

Statistics Theory 2016-10-13 v1 Statistics Theory

Abstract

Local Asymptotic Normality (LAN) property for fractional Gaussian noise under high-frequency observations is proved with a non-diagonal rate matrix depending on the parameter to be estimated. In contrast to the LAN families in the literature, non-diagonal rate matrices are inevitable.

Keywords

Cite

@article{arxiv.1610.03694,
  title  = {Local asymptotic normality property for fractional Gaussian noise under high-frequency observations},
  author = {Alexandre Brouste and Masaaki Fukasawa},
  journal= {arXiv preprint arXiv:1610.03694},
  year   = {2016}
}