23 citations · 23 across the 3 of their papers we have counts for
5 papers
On Bayesian Estimation via Divergences
Mohamed Cherfi
In this Note we introduce a new methodology for Bayesian inference through the use of -divergences and the duality technique. The asymptotic laws of the estimates are establishe…
Dual -divergences estimation in normal models
Mohamed Cherfi
A class of robust estimators which are obtained from dual representation of -divergences, are studied empirically for the normal location model. Members of this class of estimat…
Dual divergences estimation for censored survival data
Mohamed Cherfi
This paper is devoted to robust estimation based on dual divergences estimators for parametric models in the framework of right censored data. We give limit laws of the proposed es…
General bootstrap for dual phi-divergence estimates
Salim Bouzebda, Mohamed Cherfi
A general notion of bootstrapped -divergence estimates constructed by exchangeably weighting sample is introduced. Asymptotic properties of these generalized bootstrapped -di…
Large Deviations Theorems in Nonparametric Regression on Functional Data
Mohamed Cherfi
In this paper we prove large deviations principles for the Nadaraya-Watson estimator of the regression of a real-valued variable with a functional covariate. Under suitable conditi…