-
Dictionary-based Stochastic Expectation-Maximization for SAR amplitude probab...
In the context of remotely sensed data analysis, a crucial problem is represented by the need to develop accurate models for the statistics of the pixel intensities.... -
SAR amplitude probability density function estimation based on a generalized ...
In the context of remotely sensed data analysis, an important problem is the development of accurate models for the statistics of the pixel intensities. Focusing on... -
Using Markers to Compensate Displacements in MRI Volume Sequences
The present paper proposes to compensate displacements and\RRabstract{The present paper proposes to compensate displacements and distortions in MRI image sequences... -
An approach towards description and identification of a class of random fields
A new approach towards description of random fields on the $\nu$ -dimensional integer lattice $Z^\nu$ is presented. The random fields are described by means of some... -
Stochastic data assimilation of the random shallow water model loads with unc...
International audience -
Statistical inference in a high-dimensional spiked population model
This thesis deals with the statistical inference of large dimensional data. The random matrix theory allows to take into account this framework, since most asymptotic... -
Approximate Whittle Analysis of Fractional Cointegration and the Stock Market...
I consider a bivariate stationary fractional cointegration system and I propose a quasi-maximum likelihood estimator based on the Whittle analysis of the joint... -
SemiMarkov: An R Package for Parametric Estimation in Multi-State Semi-Markov...
Multi-state models provide a relevant tool for studying the observations of a continuous-time process at arbitrary times. Markov models are often considered even if... -
Robust estimation on a parametric model via testing
International audience -
Construction of belief functions from statistical data about reliability unde...
International audience -
Estimating time-to-onset of adverse drug reactions from spontaneous reporting...
International audience
