Laure Sansonnet

A variable selection approach in the multivariate linear model: an application to LC-MS metabolomics data

Stéphane Robin, Céline Lévy-Leduc, Marie-Pierre Étienne, 2018, Statistical applications in genetics and molecular biology.

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices

Céline Lévy-Leduc, Vincent Brault, Laure Sansonnet, 2018, J. Multivar. Anal..

Variable selection in multivariate linear models with high-dimensional covariance matrix estimation

Céline Lévy-Leduc, Julien Chiquet, Marie Perrot-Dockès, 2017, J. Multivar. Anal..

Genomic transcription regulatory element location analysis via poisson weighted lasso

Xin Jiang, Rebecca Willett, Vincent Rivoirard, 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP).

A Data-Dependent Weighted LASSO Under Poisson Noise

Rebecca Willett, Vincent Rivoirard, Laure Sansonnet, 2015, IEEE Transactions on Information Theory.

A model of Poissonian interactions and detection of dependence

Christine Tuleau-Malot, Laure Sansonnet, 2015, Stat. Comput..

Wavelet Thresholding Estimation in a Poissonian Interactions Model with Application to Genomic Data

Laure Sansonnet, L. Sansonnet, 2011, 1107.4219.

Locally stationary Hawkes processes

François Roueff, Rainer von Sachs, Laure Sansonnet, 2016 .

Nonparametric homogeneity tests and multiple change-point estimation for analyzing large Hi-C data matrices

Laure Sansonnet, Sarah Ouadah, Vincent Brault, 2016, 1605.03751.