In this paper we propose a new, simple and explicit mechanism allowing to derive Stein operators for random variables whose characteristic function satisfies a simple ODE. We apply this to study random variables which can be represented as linear combinations of (non necessarily independent) gamma distributed random variables. The connection with Malliavin calculus for random variables in the second Wiener chaos is detailed. An application to McKay Type I random variables is also outlined.Comment: This corresponds to the second section of arXiv:1601.03301 . New results added and applications provide
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
peer reviewedStein operators are (differential/difference) operators which arise within the so-calle...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
In extending Stein's method to new target distributions, the first step is to find a Stein operator ...
In extending Stein's method to new target distributions, the first step is to find a Stein operator ...
Stein operators are differential operators which arise within the so-called Stein's method for stoch...
31 pages. To appear in the book "Recent advances in stochastic dynamics and stochastic analysis", pu...
13 pagesInternational audienceWe provide a general result for finding Stein operators for the produc...
Stein operators are (differential/difference) operators which arise within the so-called Stein's met...
We present a general framework for setting up Stein's method for multivariate continuous distributio...
In this paper, we consider a target random variable $Y \sim \CVG$ distributed according to a centere...
Stein operators are (differential/difference) operators which arise within the so-called Stein's met...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
peer reviewedStein operators are (differential/difference) operators which arise within the so-calle...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
This corresponds to the second section of https://arxiv.org/abs/1601.03301 New results added and app...
In extending Stein's method to new target distributions, the first step is to find a Stein operator ...
In extending Stein's method to new target distributions, the first step is to find a Stein operator ...
Stein operators are differential operators which arise within the so-called Stein's method for stoch...
31 pages. To appear in the book "Recent advances in stochastic dynamics and stochastic analysis", pu...
13 pagesInternational audienceWe provide a general result for finding Stein operators for the produc...
Stein operators are (differential/difference) operators which arise within the so-called Stein's met...
We present a general framework for setting up Stein's method for multivariate continuous distributio...
In this paper, we consider a target random variable $Y \sim \CVG$ distributed according to a centere...
Stein operators are (differential/difference) operators which arise within the so-called Stein's met...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
In this dissertation we present several applications of Malliavin calculus, both to the statistical ...
peer reviewedStein operators are (differential/difference) operators which arise within the so-calle...