L-cumulants, L-cumulant embeddings and algebraic statistics

L1-Penalized Quantile Regression in High-Dimensional Sparse Models

LAD Regression and Nonparametric Methods for Detecting Outliers and Leverage Points

LAN property for some fractional type Brownian motion

Laplace deconvolution with noisy observations

Large and moderate deviations principles for kernel estimators of the multivariate regression

Large and moderate deviations principles for recursive kernel estimators of a multivariate density and its partial derivatives

Large Covariance Estimation by Thresholding Principal Orthogonal Complements

Large Deviation Results for the Nonparametric Regression Function Estimator on Functional Data

Large deviations for stochastic flows of diffeomorphisms

Large Deviations Theorems in Nonparametric Regression on Functional Data

Large sample theory of intrinsic and extrinsic sample means on manifolds--II

LASSO, Iterative Feature Selection and the Correlation Selector: Oracle Inequalities and Numerical Performances

LASSO-Patternsearch algorithm with application to ophthalmology and genomic data

Latent diffusion models for survival analysis

Latent Factor Models for Density Estimation

Latent Markov modelling applied to grant peer review

Latent Variable Graphical Model Selection via Convex Optimization

Lattices of Graphical Gaussian Models with Symmetries

Laws and Likelihoods for Ornstein Uhlenbeck-Gamma and other BNS OU Stochastic Volatilty models with extensions