This paper is devoted to the study of the eigenvalues of the Wishart process which are the analog of the Dyson Brownian Motion for covariance matrices. Such processes were in particular studied by Bru. The mean field convergence of the empirical measure of these eigenvalues was proved Malecki andPerez. In this paper, we provide a new approach to the mean field convergence problem using tools from the free rectangular convolution theory developed by Benaych-Georges, which in particular allows to compute explicitly the limit measure valued flow. We highlight the link with the integro-differential equation related to the mean field limit and its translation into a complex Burgers partial differential equation.Ce papier s'attache à étudier les ...
We introduce a stochastic process with Wishart marginals: the generalised Wishart process (GWP). It ...
This thesis consists of three distinct parts and focuses on both commutative and non-commutative sto...
We call "Dyson process" any process on ensembles of matrices in which the entries undergo d...
This paper is devoted to the study of the eigenvalues of the Wishart process which are the analog of...
peer reviewedIn this article, we obtain an equation for the high-dimensional limit measure of eigenv...
This thesis is motivated by the study of covariance matrices, and is naturally structured in three p...
We study the hydrodynamic limits of three kinds of one-dimensional stochastic log-gases known as Dys...
International audienceThis paper presents a novel approach to characterize the dynamics of the limit...
We construct a diffusive matrix model for the β-Wishart (or Laguerre) ensemble for general continuou...
Cette thèse est motivée par l'étude des matrices de covariance, et s'articule naturellement en trois...
AbstractLet {vij} i,j = 1, 2,…, be i.i.d. standardized random variables. For each n, let Vn = (vij) ...
This paper presents a novel approach to characterize the dynamics of the limit spectrum of large ran...
Let {vij} i,j = 1, 2,..., be i.i.d. standardized random variables. For each n, let Vn = (vij) I = 1,...
We introduce a stochastic process with Wishart marginals: the generalised Wishart process (GWP). It ...
This thesis consists of three distinct parts and focuses on both commutative and non-commutative sto...
We call "Dyson process" any process on ensembles of matrices in which the entries undergo d...
This paper is devoted to the study of the eigenvalues of the Wishart process which are the analog of...
peer reviewedIn this article, we obtain an equation for the high-dimensional limit measure of eigenv...
This thesis is motivated by the study of covariance matrices, and is naturally structured in three p...
We study the hydrodynamic limits of three kinds of one-dimensional stochastic log-gases known as Dys...
International audienceThis paper presents a novel approach to characterize the dynamics of the limit...
We construct a diffusive matrix model for the β-Wishart (or Laguerre) ensemble for general continuou...
Cette thèse est motivée par l'étude des matrices de covariance, et s'articule naturellement en trois...
AbstractLet {vij} i,j = 1, 2,…, be i.i.d. standardized random variables. For each n, let Vn = (vij) ...
This paper presents a novel approach to characterize the dynamics of the limit spectrum of large ran...
Let {vij} i,j = 1, 2,..., be i.i.d. standardized random variables. For each n, let Vn = (vij) I = 1,...
We introduce a stochastic process with Wishart marginals: the generalised Wishart process (GWP). It ...
This thesis consists of three distinct parts and focuses on both commutative and non-commutative sto...
We call "Dyson process" any process on ensembles of matrices in which the entries undergo d...