We prove limit theorems for functionals of a Poisson point process using the Malliavin calculus on the Poisson space. The target distribution is either a conditional Gaussian vector or a conditional Poisson random variable. The convergence is stable and our conditions are expressed in terms of the Malliavin operators. For conditionally Gaussian limits, we also obtain quantitative bounds, given for the Monge-Kantorovich transport distance in the univariate case; and for an other probabilistic variational distance in higher dimension. Our work generalizes several limit theorems on the Poisson space, including the seminal works by Peccati, Solé, Taqqu & Utzet [31] for Gaussian approximation; and by Peccati [32] for Poisson approximations, as w...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
We present functional inequalities and limit theorems for point processes. We prove a modified logar...
We use Malliavin operators in order to prove quantitative stable limit theorems on the Wiener space,...
We use Malliavin operators in order to prove quantitative stable limit theorems on the Wiener space,...
We present functional inequalities and limit theorems for point processes. We prove a modified logar...
40 pagesWe study multi-dimensional normal approximations on the Poisson space by means of Malliavin ...
In this dissertation a general framework to extend the Stein\u27s method and the Nourdin-Peccati ana...
36 pagesInternational audienceWe study the normal approximation of functionals of Poisson measures h...
AbstractStable law Gz admit a well-known series representation of the typewhere Γ1, Γ2, … are the su...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
We present functional inequalities and limit theorems for point processes. We prove a modified logar...
We use Malliavin operators in order to prove quantitative stable limit theorems on the Wiener space,...
We use Malliavin operators in order to prove quantitative stable limit theorems on the Wiener space,...
We present functional inequalities and limit theorems for point processes. We prove a modified logar...
40 pagesWe study multi-dimensional normal approximations on the Poisson space by means of Malliavin ...
In this dissertation a general framework to extend the Stein\u27s method and the Nourdin-Peccati ana...
36 pagesInternational audienceWe study the normal approximation of functionals of Poisson measures h...
AbstractStable law Gz admit a well-known series representation of the typewhere Γ1, Γ2, … are the su...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
28 Nov 2011In this dissertation we focus on limit theorems and probabilistic approximations. A ''lim...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
We use recent tools from stochastic analysis (such as Stein's method and Malliavin calculus) to stud...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...