Sharp oracle inequalities and slope heuristic for specification probabilities estimation in general random fields

Sharp Oracle Inequalities for Aggregation of Affine Estimators

Sharp oracle inequalities for the prediction of a high-dimensional matrix

Sharp template estimation in a shifted curves model

Sharp thresholds for high-dimensional and noisy recovery of sparsity

Sharper lower bounds on the performance of the empirical risk minimization algorithm

Short-Term Load Forecasting: The Similar Shape Functional Time Series Predictor

Shrinkage estimation with a matrix loss function

Shuffles of copulas and a new measure of dependence

Sieve empirical likelihood ratio tests for nonparametric functions

Sieve estimates for biased survival data

Sieve estimation of constant and time-varying coefficients in nonlinear ordinary differential equation models by considering both numerical error and measurement error

Sieve-based confidence intervals and bands for Lévy densities

Significant edges in the case of a non-stationary Gaussian noise

Simulated Power of Some Discrete Goodness-of-Fit Test Statistics For Testing the Null Hypothesis of a Zig-Zag Distribution

Simulation of conditioned diffusions

Simulation of Gegenbauer Processes using Wavelet Packets

Simultaneous adaptation to the margin and to complexity in classification

Simultaneous analysis of Lasso and Dantzig selector

Simultaneous confidence bands for the integrated hazard function