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Functional limit laws for empirical processes and applications
In this thesis, we are concerned with nonparametric estimation of the density given a random sample. We establish asymptotic properties of density estimators by... -
On the convergence of maximum variance unfolding
International audience -
Non-parametric Tests for Complete Data
308 pages -
Noisy classification with boundary assumptions
We address the problem of classification when data are collected from two samples with measurement errors. This problem turns to be an inverse problem and requires a... -
Empirical processes of iterated maps that contract on average
International audience -
Convergence and performance of the peeling wavelet denoising algorithm
International audience -
Building confidence bands using empirical likelihood methods : functional del...
The starting point of this thesis is a data set of nosocomial infectionsin an intensive care unit of a French hostipal. We focused our attention onbuilding confidence... -
Empirical processes in survey sampling
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