Jérôme Saracco

According to our database, Jérôme Saracco authored at least 25 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Data-driven sparse partial least squares.

Hadrien Lorenzo, Olivier Cloarec, Rodolphe Thiébaut, Jérôme Saracco

Stat. Anal. Data Min., 2022

Advanced topics in Sliced Inverse Regression.

Stéphane Girard, Hadrien Lorenzo, Jérôme Saracco

J. Multivar. Anal., 2022

2021

Combining clustering of variables and feature selection using random forests.

Marie Chavent, Robin Genuer, Jérôme Saracco

Commun. Stat. Simul. Comput., 2021

2019

Variable importance assessment in sliced inverse regression for variable selection.

Ines Jlassi, Jérôme Saracco

Commun. Stat. Simul. Comput., 2019

Supervised Learning for Multi-Block Incomplete Data.

Hadrien Lorenzo, Jérôme Saracco, Rodolphe Thiébaut

CoRR, 2019

Impact of Speller Size on a Visual P300 Brain-Computer Interface (BCI) System under Two Conditions of Constraint for Eye Movement.

Ricardo Ron-Angevin, Liliana García, Álvaro Fernández-Rodríguez, Jérôme Saracco, Jean-Marc André, Véronique Lespinet-Najib

Comput. Intell. Neurosci., 2019

High-Dimensional Multi-Block Analysis of Factors Associated with Thrombin Generation Potential.

Hadrien Lorenzo, Misbah Razzaq, Jacob Odeberg, Pierre-Emmanuel Morange, Jérôme Saracco, David Alexandre, Rodolphe Thiébaut

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

ClustGeo: an R package for hierarchical clustering with spatial constraints.

Marie Chavent, Vanessa Kuentz-Simonet, Amaury Labenne, Jérôme Saracco

Comput. Stat., 2018

2015

QuantifQuantile: An R Package for Performing Quantile Regression Through Optimal Quantization.

Isabelle Charlier, Davy Paindaveine, Jérôme Saracco

R J., 2015

Comparison of Kernel Density Estimators with Assumption on Number of Modes.

Raphaël Coudret, Gilles Durrieu, Jérôme Saracco

Commun. Stat. Simul. Comput., 2015

Conditional quantile estimation based on optimal quantization: From theory to practice.

Isabelle Charlier, Davy Paindaveine, Jérôme Saracco

Comput. Stat. Data Anal., 2015

2014

A sliced inverse regression approach for data stream.

Marie Chavent, Stéphane Girard, Vanessa Kuentz-Simonet, Benoit Liquet, Thi Mong Ngoc Nguyen, Jérôme Saracco

Comput. Stat., 2014

A new sliced inverse regression method for multivariate response.

Raphaël Coudret, Stéphane Girard, Jérôme Saracco

Comput. Stat. Data Anal., 2014

2012

A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches.

Benoît Liquet, Jérôme Saracco

Comput. Stat., 2012

Orthogonal rotation in PCAMIX.

Marie Chavent, Vanessa Kuentz-Simonet, Jérôme Saracco

Adv. Data Anal. Classif., 2012

2008

Application of the Bootstrap Approach to the Choice of Dimension and the alpha Parameter in the SIR_alpha Method.

Benoit Liquet, Jérôme Saracco

Commun. Stat. Simul. Comput., 2008

2007

Analyse en Facteurs : présentation et comparaison des logiciels SAS, SPAD et SPSS.

Marie Chavent, Vanessa Kuentz, Jérôme Saracco

Monde des Util. Anal. Données, 2007

Selection between proportional and stratified hazards models based on expected log-likelihood.

Benoit Liquet, Jérôme Saracco, Daniel Commenges

Comput. Stat., 2007

Pooled marginal slicing approach via SIR_<i>α</i> with discrete covariables.

Benoît Liquet, Jérôme Saracco

Comput. Stat., 2007

2004

Implémentation en C d'estimateurs non paramétriques de quantiles conditionnels. Application au tracé de courbes de référence.

Ali Gannoun, Stéphane Girard, Christiane Guinot, Jérôme Saracco

Monde des Util. Anal. Données, 2004

Sliced inverse regression in reference curves estimation.

Ali Gannoun, Stéphane Girard, Christiane Guinot, Jérôme Saracco

Comput. Stat. Data Anal., 2004

2003

Two Cross Validation Criteria for SIR_α and PSIR_α methods in view of prediction.

Ali Gannoun, Jérôme Saracco

Comput. Stat., 2003

2002

Méthodes de régression semiparamétriques de type.

Ali Gannoun, Christiane Guinot, Jérôme Saracco

Monde des Util. Anal. Données, 2002

1999

La régression inverse par tranche ou méthodes SIR : présentation.

Jérôme Saracco, Larramendy Irène, Aragon Yves

Monde des Util. Anal. Données, 1999

Implémentation en Splus des méthodes SIR univariées et multivariée.

Jérôme Saracco

Monde des Util. Anal. Données, 1999