Theoretical and numerical comparisons of the parameter estimator of the fractional Brownian motion - Archive ouverte HAL
Chapitre D'ouvrage Année : 2018

Theoretical and numerical comparisons of the parameter estimator of the fractional Brownian motion

Résumé

The fractional Brownian motion which has been defined by Kolmogorov \cite{k40} and numerous papers was devoted to its study since its study in Mandelbrot and Van Ness \cite{MvN:68} present it as a paradigm of self-similar processes. The self-similarity parameter, also called the Hurst parameter, commands the dynamic of this process and the accuracy of its estimation is often crucial. We present here the main and used methods of estimation, with the limit theorems satisfied by the estimators. A numerical comparison is also provided allowing to distinguish between the estimators.
Fichier principal
Vignette du fichier
Norbert.pdf (200.31 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01674067 , version 1 (01-01-2018)

Identifiants

Citer

Jean-Marc Bardet. Theoretical and numerical comparisons of the parameter estimator of the fractional Brownian motion. Springer. Mathematical Structures and Applications, STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health, Springer, pp.153-173, In press, Mathematical Structures and Applications, ⟨10.1007/978-3-319-97175-9⟩. ⟨hal-01674067⟩
43 Consultations
637 Téléchargements

Altmetric

Partager

More