Jérôme Saracco

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 8

Top Topics

Regression Method

Partial Least Squares

Sparsity Inducing

Top Venues

Commun. Stat. Simul. Comput.

Comput. Stat. Data Anal.

Comput. Intell. Neurosci.

Publications

Stéphane Girard, Hadrien Lorenzo, Jérôme Saracco
Advanced topics in Sliced Inverse Regression. J. Multivar. Anal. 188 (2022)
Hadrien Lorenzo, Olivier Cloarec, Rodolphe Thiébaut, Jérôme Saracco
Data-driven sparse partial least squares. Stat. Anal. Data Min. 15 (2) (2022)
Marie Chavent, Robin Genuer, Jérôme Saracco
Combining clustering of variables and feature selection using random forests. Commun. Stat. Simul. Comput. 50 (2) (2021)
Hadrien Lorenzo, Jérôme Saracco, Rodolphe Thiébaut
Supervised Learning for Multi-Block Incomplete Data. CoRR (2019)
Hadrien Lorenzo, Misbah Razzaq, Jacob Odeber, Pierre-Emmanuel Morange, Jérôme Saracco, David Alexandre, Rodolphe Thiébaut
High-Dimensional Multi-Block Analysis of Factors Associated with Thrombin Generation Potential. CBMS (2019)
Ines Jlassi, Jérôme Saracco
Variable importance assessment in sliced inverse regression for variable selection. Commun. Stat. Simul. Comput. 48 (1) (2019)
Ricardo Ron-Angevin, Liliana García, Álvaro Fernández-Rodríguez, Jérôme Saracco, Jean-Marc André, Véronique Lespinet-Najib
Impact of Speller Size on a Visual P300 Brain-Computer Interface (BCI) System under Two Conditions of Constraint for Eye Movement. Comput. Intell. Neurosci. 2019 (2019)
Marie Chavent, Vanessa Kuentz-Simonet, Amaury Labenne, Jérôme Saracco
ClustGeo: an R package for hierarchical clustering with spatial constraints. Comput. Stat. 33 (4) (2018)
Isabelle Charlier, Davy Paindaveine, Jérôme Saracco
QuantifQuantile: An R Package for Performing Quantile Regression Through Optimal Quantization. R J. 7 (2) (2015)
Raphaël Coudret, Gilles Durrieu, Jérôme Saracco
Comparison of Kernel Density Estimators with Assumption on Number of Modes. Commun. Stat. Simul. Comput. 44 (1) (2015)
Isabelle Charlier, Davy Paindaveine, Jérôme Saracco
Conditional quantile estimation based on optimal quantization: From theory to practice. Comput. Stat. Data Anal. 91 (2015)
Raphaël Coudret, Stéphane Girard, Jérôme Saracco
A new sliced inverse regression method for multivariate response. Comput. Stat. Data Anal. 77 (2014)
Marie Chavent, Stéphane Girard, Vanessa Kuentz-Simonet, Benoit Liquet, Thi Mong Ngoc Nguyen, Jérôme Saracco
A sliced inverse regression approach for data stream. Comput. Stat. 29 (5) (2014)
Benoît Liquet, Jérôme Saracco
A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Comput. Stat. 27 (1) (2012)
Marie Chavent, Vanessa Kuentz-Simonet, Jérôme Saracco
Orthogonal rotation in PCAMIX. Adv. Data Anal. Classif. 6 (2) (2012)
Benoit Liquet, Jérôme Saracco
Method. Commun. Stat. Simul. Comput. 37 (6) (2008)
Benoît Liquet, Jérôme Saracco
with discrete covariables. Comput. Stat. 22 (4) (2007)
Marie Chavent, Vanessa Kuentz, Jérôme Saracco
Analyse en Facteurs : présentation et comparaison des logiciels SAS, SPAD et SPSS. Monde des Util. Anal. Données 37 (2007)
Benoit Liquet, Jérôme Saracco, Daniel Commenges
Selection between proportional and stratified hazards models based on expected log-likelihood. Comput. Stat. 22 (4) (2007)
Ali Gannoun, Stéphane Girard, Christiane Guinot, Jérôme Saracco
Sliced inverse regression in reference curves estimation. Comput. Stat. Data Anal. 46 (1) (2004)
Ali Gannoun, Stéphane Girard, Christiane Guinot, Jérôme Saracco
Implémentation en C d'estimateurs non paramétriques de quantiles conditionnels. Application au tracé de courbes de référence. Monde des Util. Anal. Données 31 (2004)
Ali Gannoun, Jérôme Saracco
methods in view of prediction. Comput. Stat. 18 (3) (2003)
Ali Gannoun, Christiane Guinot, Jérôme Saracco
Méthodes de régression semiparamétriques de type. Monde des Util. Anal. Données 29 (2002)
Jérôme Saracco, Larramendy Irène, Aragon Yves
La régression inverse par tranche ou méthodes SIR : présentation. Monde des Util. Anal. Données 22 (1999)
Jérôme Saracco
Implémentation en Splus des méthodes SIR univariées et multivariée. Monde des Util. Anal. Données 22 (1999)