Utilisateur·rice

Oleg • LEPSKI
Professeur (PR) • Affiliation : Aix-Marseille Université (AMU)
Site : Château-Gombert (CMI) • Bureau : R 138 • Etage du bureau : 1 •

ALEA-STA (équipe Statistique)

Groupe(s) scientifiques(s) de l'utilisateur :

Rechercher mots clef :
    Density estimation Upper function Empirical processes Metric entropy Oracle inequality Kernel estimators Oracle inequalities

Thématiques scientifiques :
  • Probabilities
  • Statistic

Publications HAL

2017/01 Bernoulli - Lower bounds in the convolution structure density model

2016/01 Bernoulli - Upper functions for $\mathbb{L}_{p}$-norms of Gaussian random fields

2015/01 Annals of Statistics - ADAPTIVE ESTIMATION OVER ANISOTROPIC FUNCTIONAL CLASSES VIA ORACLE APPROACH

2014/01 Annals of Statistics - ADAPTIVE ESTIMATION UNDER SINGLE-INDEX CONSTRAINT IN A REGRESSION MODEL

2014/01 Probability Theory and Related Fields - On adaptive minimax density estimation on R^d

2013/01 Annals of Statistics - MULTIVARIATE DENSITY ESTIMATION UNDER SUP-NORM LOSS: ORACLE APPROACH, ADAPTATION AND INDEPENDENCE STRUCTURE

2013/01 Mathematical Methods of Statistics - Upper functions for positive random functionals. Application to the empirical processes theory II

2013/01 Mathematical Methods of Statistics - Upper functions for positive random functionals. I. General setting and Gaussian random functions

2013/01 Theory of Probability and Its Applications c/c of Teoriia Veroiatnostei i Ee Primenenie - GENERAL PROCEDURE FOR SELECTING LINEAR ESTIMATORS

2011/01 Annals of Statistics - BANDWIDTH SELECTION IN KERNEL DENSITY ESTIMATION: ORACLE INEQUALITIES AND ADAPTIVE MINIMAX OPTIMALITY

2011/01 Annals of Probability - UNIFORM BOUNDS FOR NORMS OF SUMS OF INDEPENDENT RANDOM FUNCTIONS

2009/06 Annals of Statistics - Nonparametric estimation of composite functions

1998/12 - Confidence Intervals for Adaptive Regression Estimation


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