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
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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
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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
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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
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Transcriptome profile analysis reveals specific signatures of pollutants in Atlantic eels
Lucie Baillon
,
Fabien Pierron
,
Raphaël Coudret
,
Eric Normendeau
,
Antoine Caron
,
et al.
Journal articles
hal-01068022v1
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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
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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
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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
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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
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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
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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
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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.
Journal articles
hal-03272625v1
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Consumption estimation with a partial automatic meter reading deployment
Karim Claudio
,
Vincent Couallier
,
Cyril Leclerc
,
Yves Le Gat
,
Jérôme Saracco
Journal articles
hal-01662559v1
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Variable importance assessment in sliced inverse regression for variable selection
Ines Jlassi
,
Jérôme Saracco
Journal articles
hal-01662513v1
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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
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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
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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
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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
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Advanced topics in Sliced Inverse Regression
Stéphane Girard
,
Hadrien Lorenzo
,
Jérôme Saracco
Journal articles
hal-03367798v1
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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
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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
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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
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Sliced Inverse Regression In Reference Curves Estimation
Ali Gannoun
,
Stéphane Girard
,
Christiane Guinot
,
Jerôme Saracco
Journal articles
hal-00724646v1
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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
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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
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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
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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
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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
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Combining clustering of variables and feature selection using random forests
Marie Chavent
,
Robin Genuer
,
Jerome Saracco
Journal articles
hal-02013631v1
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Bagging versions of Sliced Inverse Regression
Jérôme Saracco
,
Benoit Liquet
,
Vanessa Kuentz
Journal articles
hal-00389125v1
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