33 pages, 2 figures.International audienceBased on Malliavin calculus tools and approximation results, we show how to compute a maximum likelihood type estimator for a rather general differential equation driven by a fractional Brownian motion with Hurst parameter H>1/2. Rates of convergence for the approximation task are provided, and numerical experiments show that our procedure leads to good results in terms of estimation
International audienceWe consider the problem of efficient estimation for the drift of fractional Br...
15 pagesWe study a least square-type estimator for an unknown parameter in the drift coefficient of ...
Ann. Inst. H. Poincaré Probab. Statist. 45, no. 4, 2009, 1085-1098.International audienceWeighted po...
International audienceWe apply the techniques of stochastic integration with respect to the fraction...
32 pages; this is a major revision, with two additional co-authors (X. Bardina and C. Rovira)Interna...
32 pages; To appear in Journal of Theoretical ProbabilityIn this paper, we derive the exact rate of ...
This dissertation systematically considers the inference problem for stochastic differential equatio...
AbstractIn this note, a diffusion approximation result is shown for stochastic differential equation...
International audienceFirst we state the almost sure convergence for the $k$-power second order incr...
International audienceWe study the maximum likelihood estimator for stochastic equations with additi...
Dedicated to David Nualart on occasion of his 60th birthdayInternational audienceIn this article, we...
This book is devoted to a number of stochastic models that display scale invariance. It primarily fo...
Although statistical inference in stochastic differential equations (SDEs) driven by Wiener process ...
International audienceThe use of diffusion models driven by fractional noise has become popular for ...
We consider continuous-time diffusion models driven by fractional Brownian motion. Observations are ...
International audienceWe consider the problem of efficient estimation for the drift of fractional Br...
15 pagesWe study a least square-type estimator for an unknown parameter in the drift coefficient of ...
Ann. Inst. H. Poincaré Probab. Statist. 45, no. 4, 2009, 1085-1098.International audienceWeighted po...
International audienceWe apply the techniques of stochastic integration with respect to the fraction...
32 pages; this is a major revision, with two additional co-authors (X. Bardina and C. Rovira)Interna...
32 pages; To appear in Journal of Theoretical ProbabilityIn this paper, we derive the exact rate of ...
This dissertation systematically considers the inference problem for stochastic differential equatio...
AbstractIn this note, a diffusion approximation result is shown for stochastic differential equation...
International audienceFirst we state the almost sure convergence for the $k$-power second order incr...
International audienceWe study the maximum likelihood estimator for stochastic equations with additi...
Dedicated to David Nualart on occasion of his 60th birthdayInternational audienceIn this article, we...
This book is devoted to a number of stochastic models that display scale invariance. It primarily fo...
Although statistical inference in stochastic differential equations (SDEs) driven by Wiener process ...
International audienceThe use of diffusion models driven by fractional noise has become popular for ...
We consider continuous-time diffusion models driven by fractional Brownian motion. Observations are ...
International audienceWe consider the problem of efficient estimation for the drift of fractional Br...
15 pagesWe study a least square-type estimator for an unknown parameter in the drift coefficient of ...
Ann. Inst. H. Poincaré Probab. Statist. 45, no. 4, 2009, 1085-1098.International audienceWeighted po...