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Classification de variables : le package ClustOfVar

Marie Chavent , Vanessa Kuentz , Benoit Liquet , Jérôme Saracco
43èmes Journées de Statistique (JdS), May 2011, Tunisie
Conference papers hal-00646581v1

Une PLS parcimonieuse entre Statistique et Apprentissage

Jérôme Saracco , Hadrien Lorenzo , Olivier Cloarec , Rodolphe Thiébaut
Journées de Statistique 2021 – Société Française de Statistique, Jun 2021, Nice, France
Conference papers hal-03842522v1

Étude de la variabilité inter-individuelle de données de connectivités intrinsèques : détection de réseaux instables et de sous-populations dans un tableau tridimensionnel

Jérôme Saracco , Loic Labache , Jolliot Marc , Nathalie Tzourio-Mazoyer
Journées de Statistique 2019 – Société Française de Statistique, Jun 2019, Nancy, France
Conference papers hal-03842581v1

Une approche par classification de variables à l'aide de la méthode 'ClustOfVar' pour analyser la qualité de vie à l'échelle communale

Amaury Labenne , Marie Chavent , Vanessa Kuentz-Simonet , Tina Rambonilaza , Jerôme Saracco
Statlearn'13, Apr 2013, Bordeaux, France
Conference papers hal-00926229v1

Transcriptome profile analysis reveals specific signatures of pollutants in Atlantic eels

Lucie Baillon , Fabien Pierron , Raphaël Coudret , Eric Normendeau , Antoine Caron , et al.
Ecotoxicology, 2014, 24 (1), pp.71-84. ⟨10.1007/s10646-014-1356-x⟩
Journal articles hal-01068022v1

Comparison of Nonparametric Estimators of Conditional Distribution Function and Quantile Regression Under Censoring for Survival Analysis

Ali Gannoun , J?r?me Saracco , K. Yu
Statistical Modelling, 2007, 7, pp.329-344
Journal articles hal-01125376v1

Maintenance Optimisation of Optronic Equipment

Camille Baysse , Didier Bihannic , Anne Gégout-Petit , Michel Prenat , Benoîte de Saporta , et al.
Prognostics and System Health Management Conference, 2013, Milan, Italy. pp.709-714
Conference papers hal-00906346v1

Distribution-free and link-free estimation for a multivariate semiparametric sample selection model

Marie Chavent , Jérôme Saracco
XIIth International Symposium of Applied Stochastic Models and Data Analysis (ASMDA 2007), May 2007, Chania, Greece
Conference papers hal-00153925v1

Apportionment of air pollution by source at a French urban site.

Marie Chavent , H. Guégan , V. Kuentz , B. Patouille , Jérôme Saracco
Case Studies in Business, Industry and Government Statistics, 2007, 1-2, pp.119-129
Journal articles hal-00154339v1

An affine equivariant estimator of conditional spatial median.

C. Duffet , A. Gannoun , C. Guinot , Jérôme Saracco
The 2005 International Conference on Algorithmic Mathematics and Computer Science (AMCS'05), Jun 2005, Las Vegas, United States
Conference papers hal-00389222v1

Clustering of variables via the PCAMIX method

Marie Chavent , V. Kuentz , B. Liquet , Jérôme Saracco
Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM) and the IFCS 2011 Symposium of the International Federation of Classification Societies (IFCS), Aug 2011, Frankfurt, Germany. pp.1
Conference papers hal-02596073v1
Image document

Certain relationships between Animal Performance, Sensory Quality and Nutritional Quality can be generalized between various experiments on animal of similar types

Marie-Pierre Ellies-Oury , Denys Durand , Anne Listrat , Marie Chavent , Jérôme Saracco , et al.
Livestock Science, 2021, 250, pp.104554. ⟨10.1016/j.livsci.2021.104554⟩
Journal articles hal-03272625v1

Consumption estimation with a partial automatic meter reading deployment

Karim Claudio , Vincent Couallier , Cyril Leclerc , Yves Le Gat , Jérôme Saracco
Water Science and Technology: Water Supply, 2015, 15 (1), pp.50-58. ⟨10.2166/ws.2014.082⟩
Journal articles hal-01662559v1

Variable importance assessment in sliced inverse regression for variable selection

Ines Jlassi , Jérôme Saracco
Communications in Statistics - Simulation and Computation, 2017, pp.1 - 31. ⟨10.1080/03610918.2017.1375522⟩
Journal articles hal-01662513v1

Biomarker abundance in two beef muscles depending on animal breeding practices and carcass characteristics

Marie-Pierre Ellies-Oury , Mohammed Gagaoua , Jerome Saracco , Marie Chavent , Brigitte Picard
2016
Preprints, Working Papers, ... hal-01417561v1

Estimateurs à noyau bimodaux d'une densité bimodale et comparaison avec d'autres estimateurs non paramétriques

Raphaël Coudret , Gilles Durrieu , Jérôme Saracco
44ièmes Journées de statistique, May 2012, Bruxelles, Belgium
Conference papers hal-01266180v1

ClustOfVar: an R package for the clustering of variables.

Marie Chavent , Vanessa Kuentz , Benoit Liquet , Jérôme Saracco
The R User conference, Aug 2011, Warwick, United Kingdom
Conference papers hal-00646805v1

Detecting leaks through AMR data analysis

Karim Claudio , V. Couallier , Cyril Leclerc , X Litrico , Jerôme Saracco
IWA Water World Congress, 2014, Lisbonne, Portugal
Conference papers hal-01664021v1
Image document

Advanced topics in Sliced Inverse Regression

Stéphane Girard , Hadrien Lorenzo , Jérôme Saracco
Journal of Multivariate Analysis, 2022, 188, pp.104852. ⟨10.1016/j.jmva.2021.104852⟩
Journal articles hal-03367798v1

Une extension de l'analyse factorielle multiple pour des groupes de variables mixtes: MFAmix

Amaury Labenne , Marie Chavent , V. Kuentz Simonet , Mbolatiana Rambonilaza , Jérôme Saracco
45ème Journées de Statistique, May 2013, Toulouse, France. pp.19
Conference papers hal-02600273v1
Image document

Estimation des quantiles conditionnels par quantification optimale : nouveaux résultats

Isabelle Charlier , Davy Paindaveine , Jérôme Saracco
46èmes Journées de Statistique, Jun 2014, Rennes, France
Conference papers hal-01109003v1

Detection of a degraded operating mode of optronic equipment using Hidden Markov Model.

Anne Gégout-Petit , Camille Baysse , Didier Bihannic , Michel Prenat , Jérôme Saracco
PSAM 11 / ESREL 2012, Jun 2012, Finland. 6p
Conference papers hal-00762227v1
Image document

Sliced Inverse Regression In Reference Curves Estimation

Ali Gannoun , Stéphane Girard , Christiane Guinot , Jerôme Saracco
Computational Statistics and Data Analysis, 2004, 46 (1), pp.103-122. ⟨10.1016/S0167-9473(03)00141-5⟩
Journal articles hal-00724646v1

Une extension de l'Analyse Factorielle Multiple pour des groupes de variables mixtes : MFAmix

Amaury Labenne , Marie Chavent , Vanessa Kuentz-Simonet , Tina Rambonilaza , Jerôme Saracco
2èmes rencontres R, Jun 2013, Lyon, France. pp.22
Conference papers hal-00926242v1

Inverse Regression Methods Based on Fuzzy Partitions.

Ali Gannoun , Jérôme Saracco , Sandie Ferrigno
International Journal of Pure and Applied Mathematics, 2008, 43 (1), pp.43-62
Journal articles hal-00820532v1

Détection d’individus atypiques en régression SIR (sliced inverse regression)

Jérôme Saracco , Hadrien Lorenzo
Journées de Statistique 2021 – Société Française de Statistique, Jun 2021, Nice, France
Conference papers hal-03842540v1

A kernel method in analysis of replicated micro-array experiments.

A. Gannoun , Benoit Liquet , Jérôme Saracco , W. Urfer
W. Haerdle, Y. Mori, P. Vieu. Statistical Methods for Biostatistics and Related Fields, Springer Verlag, pp.45-61, 2007
Book sections hal-00153881v1

Une PLS multivoie parcimonieuse avec observations manquantes pour données hétérogènes

Hadrien Lorenzo , Jérôme Saracco , Rodolphe Thiébaut
Journées de Statistique 2018 - Société Française de Statistique, May 2018, EDF Lab Paris Saclay, France
Conference papers hal-01963431v1

Combining clustering of variables and feature selection using random forests

Marie Chavent , Robin Genuer , Jerome Saracco
Communications in Statistics - Simulation and Computation, 2021, 50 (2), pp.426-445. ⟨10.1080/03610918.2018.1563145⟩
Journal articles hal-02013631v1

Bagging versions of Sliced Inverse Regression

Jérôme Saracco , Benoit Liquet , Vanessa Kuentz
Communications in Statistics - Theory and Methods, 2009, 39 (11), pp.1985-1996. ⟨10.1080/03610920902948251⟩
Journal articles hal-00389125v1