François Husson

115

Documents

Researcher identifiers

francois-husson
0000-0002-7271-8877
Google Scholar : https://scholar.google.fr/citations?user=0qVOGCMAAAAJ&hl=fr
IdRef : 09229006X

Presentation

Publications

	Multilingual Textual Data: an Approach though Multiple Factor Analysis Belchin Adriyanov Kostov , Ramon Alvarez-Esteban , Mónica Bécue Bertaut , François Husson Statistica Applicata - Italian Journal of Applied Statistics, 2024, 35 (3), pp.339-357 Journal articles hal-04690520v1
	Identification of high likelihood of dementia in population-based surveys using unsupervised clustering: a longitudinal analysis Amin Gharbi-Meliani , François Husson , Henri Vandendriessche , Eleonore Bayen , Kristine Yaffe Alzheimer's Research and Therapy, 2023, 15 (1), ⟨10.1186/s13195-023-01357-9⟩ Journal articles hal-04346412v1
	Association of Early Norepinephrine Administration With 24-Hour Mortality Among Patients With Blunt Trauma and Hemorrhagic Shock Tobias Gauss , Justin Richards , Costanza Tortù , François-Xavier Ageron , Sophie Hamada JAMA Network Open, 2022, 5 (10), pp.e2234258. ⟨10.1001/jamanetworkopen.2022.34258⟩ Journal articles hal-03807657v1
	ICU Bed Availability Monitoring and analysis in the Grand Est region of France during the COVID-19 epidemic Consortium Icubam , Laurent Bonnasse-Gahot , Maxime Dénès , Gabriel Dulac-Arnold , Sertan Girgin Statistique et Société, 2022, ⟨10.1101/2020.05.18.20091264⟩ Journal articles hal-02620018v1
	Nonparametric imputation by data depth Pavlo Mozharovskyi , Julie Josse , François Husson Journal of the American Statistical Association, 2020, 115 (529), pp.241-253. ⟨10.1080/01621459.2018.1543123⟩ Journal articles hal-01440269v1
	Imputation of mixed data with multilevel singular value decomposition François Husson , Julie Josse , Balasubramanian Narasimhan , Geneviève Robin Journal of Computational and Graphical Statistics, 2019, 28 (3), pp.552-566. ⟨10.1080/10618600.2019.1585261⟩ Journal articles hal-01781291v1
	Investigating homicide offender typologies based on their clinical histories and crime scene behaviour patterns Valeria Abreu , Edward Barker , Hannah Dickson , François Husson , Sandra Flynn Journal of Criminological Research, Policy and Practice, 2019, 5 (3), pp.168-188. ⟨10.1108/jcrpp-03-2019-0022⟩ Journal articles hal-02356627v1
	Comparison of the metal contamination in water measured by diffusive gradient in thin film (DGT), biomonitoring and total metal dissolved concentration at a national scale Emmanuelle Uher , Jean-Philippe Besse , Olivier Delaigue , François Husson , Jérémie D. Lebrun Applied Geochemistry, 2018, 88, pp.247-257. ⟨10.1016/j.apgeochem.2017.05.003⟩ Journal articles hal-02607865v1
	MIMCA: Multiple imputation for categorical variables with multiple correspondence analysis Vincent Audigier , François Husson , Julie Josse Statistics and Computing, 2017, 27 (2), pp.501-518. ⟨10.1007/s11222-016-9635-4⟩ Journal articles hal-01170864v1
	Regulatory T Cells in Melanoma Revisited by a Computational Clustering of FOXP3+ T Cell Subpopulations Hiroko Fujii , Julie Josse , Miki Tanioka , Yoshiki Miyachi , François Husson Journal of Immunology, 2016, 196 (6), pp.2884-2892. ⟨10.4049/jimmunol.1402695⟩ Journal articles hal-01315003v1
	Multiple imputation for continuous variables using a Bayesian principal component analysis Vincent Audigier , François Husson , Julie Josse Journal of Statistical Computation and Simulation, 2016, 86 (11), pp.2140-2156. ⟨10.1080/00949655.2015.1104683⟩ Journal articles hal-00951915v1
	Digit-tracking: Interpreting the evolution over time of sensory dimensions of an individual product space issued from Napping® and sorted Napping Minh Tam Le , François Husson , Sébastien Lê Food Quality and Preference, 2016, 47 (Part A), pp.73-78. ⟨10.1016/j.foodqual.2015.07.002⟩ Journal articles hal-01259264v1
	Jan de Leeuw and the French School of Data Analysis François Husson , Julie Josse , Gilbert Saporta Journal of Statistical Software, 2016, 73 (6), 16 p. ⟨10.18637/jss.v073.i06⟩ Journal articles hal-01400295v1
	missMDA: A Package for Handling Missing Values in Multivariate Data Analysis Julie Josse , François Husson Journal of Statistical Software, 2016, 70 (1), 31 p. ⟨10.18637/jss.v070.i01⟩ Journal articles hal-01314945v1
	A principal components method to impute missing values for mixed data Vincent Audigier , François Husson , Julie Josse Advances in Data Analysis and Classification, 2016, 10 (1), pp.5-26. ⟨10.1007/s11634-014-0195-1⟩ Journal articles hal-00832935v1
	Confidence Areas for Fixed-Effects PCA Julie Josse , Stefan Wager , François Husson Journal of Computational and Graphical Statistics, 2016, 25 (1), pp.28-48. ⟨10.1080/10618600.2014.950871⟩ Journal articles hal-01059057v1
	Correspondence Analysis on Generalised Aggregated Lexical Tables (CA-GALT) in the FactoMineR Package Belchin Adriyanov Kostov , Monica Bécue-Bertaut , François Husson The R Journal, 2015, 7, 1, pp.109-117 Journal articles hal-01259029v1
	Effects of dry heating on the progression of in vitro digestion of egg white proteins: contribution of multifactorial data analysis Valérie Lechevalier-Datin , Nuttinee Musikaphun , Angélique Gillard , Maryvonne Pasco , Catherine Guérin-Dubiard Food and Function, 2015, 6, pp.1578-1590. ⟨10.1039/c4fo01156b⟩ Journal articles hal-01157294v1
	Regularised PCA to denoise and visualise data Marie Verbanck , Julie Josse , François Husson Statistics and Computing, 2015, 25 (2), pp.471-486. ⟨10.1007/s11222-013-9444-y⟩ Journal articles hal-00832978v1
	An original methodology for the analysis and interpretation of word-count based methods: Multiple factor analysis for contingency tables complemented by consensual words Belchin Kostov , Mónica Bécue-Bertaut , François Husson Food Quality and Preference, 2014, 32 (Part A), pp.35-40. ⟨10.1016/j.foodqual.2013.06.009⟩ Journal articles hal-01259256v1
	Different fluid intake patterns across the week can be identified in German adults Isabelle Guelinckx , François Husson , Erica Perrier , Stella Kemgang , Alexis Klein FASEB Journal, 2014, 28 (1), pp.LB378 Journal articles hal-01259303v1
	Les vins de Loire du cépage Chenin ont-ils un goût identifiable ? Jérome Pagès , François Husson Statistique et Société, 2013, 1 (1), pp.29-34 Journal articles hal-01259427v1
	Construction and evaluation of confidence ellipses applied at sensory data Marine Cadoret , François Husson Food Quality and Preference, 2013, 28 (1), pp.106-115. ⟨10.1016/j.foodqual.2012.09.005⟩ Journal articles hal-01070930v1
	Multiple Factor Analysis for Contingency Tables in the FactoMineR Package Belchin Adriyanov Kostov , Monica Bécue-Bertaut , François Husson The R Journal, 2013, 5 (1), pp.29-38 Journal articles hal-01285041v1
	Handling missing values in Multiple Factor Analysis François Husson , Julie Josse Food Quality and Preference, 2013, 30 (2), pp.77-85. ⟨10.1016/j.foodqual.2013.04.013⟩ Journal articles hal-01070888v1
	Multiple Factor Analysis for Contingency Tables in the FactoMineR Package Belchin Adriyanov Kostov , Monica Bécue-Bertaut , François Husson The R Journal, 2013, 5 (1), pp.29-38 Journal articles hal-04277986v1
	Selecting the number of components in PCA using cross-validation approximations Julie Josse , François Husson Computational Statistics and Data Analysis, 2012, 56 (6), pp.1869-1879. ⟨10.1016/j.csda.2011.11.012⟩ Journal articles hal-00729614v1
	Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis Julie Josse , Marie Chavent , Benoit Liquet , François Husson Journal of Classification, 2012, 29 (1), pp.91-116. ⟨10.1007/s00357-012-9097-0⟩ Journal articles hal-00763227v3
	Handling missing values in exploratory multivariate data analysis methods Julie Josse , François Husson Journal de la Société Française de Statistique, 2012, 153 (2), pp.79-99 Journal articles hal-00811888v1
	Multiple imputation in principal component analysis Julie Josse , Jérome Pagès , François Husson Advances in Data Analysis and Classification, 2011, 5 (3), pp.231-246. ⟨10.1007/s11634-011-0086-7⟩ Journal articles hal-00704514v1
	Predicting energy x protein interaction on milk yield and milk composition in dairy cows L. Brun-Lafleur , Luc Delaby , François Husson , Philippe Faverdin Journal of Dairy Science, 2010, 93 (9), pp.4128-4143. ⟨10.3168/jds.2009-2669⟩ Journal articles hal-00729597v1
	Feasibility study of using statistical process control to optimize quality assurance in radiotherapy Karine Gerard , Jean-Pierre Grandhaye , Vincent Marchesi , Pierre Aletti , François Husson Journal of Quality in Maintenance Engineering, 2009, 15 (4), pp.331-343. ⟨10.1108/13552510910997715⟩ Journal articles hal-00323514v1
	Gestion des données manquantes en Analyse en Composantes Principales Julie Josse , François Husson , Jérome Pagès Journal de la Société Française de Statistique, 2009, 150 (2), pp.28-51 Journal articles hal-00455561v1
	Simultaneous analysis of distinct Omics data sets with integration of biological knowledge: Multiple Factor Analysis approach. Marie de Tayrac , Sébastien Lê , Marc Aubry , Jean Mosser , François Husson BMC Genomics, 2009, 10, pp.32. ⟨10.1186/1471-2164-10-32⟩ Journal articles inserm-00365978v1
	A comprehensive analysis of the IMRT dose delivery process using Statistical Process Control (SPC) Karine Gerard , Jean-Pierre Grandhaye , Vincent Marchesi , Hanna Kafrouni , François Husson Medical Physics, 2009, 36 (4), pp.1275-1285. ⟨10.1118/1.3089793⟩ Journal articles hal-00359517v1
	Methodology for the comparison of sensory profiles provided by several panels: application to a cross-cultural study Sébastien Lê , Jérome Pagès , François Husson Food Quality and Preference, 2008, 19 (2), pp.179-184 Journal articles hal-00466899v1
	Power of double-sampling tests for general linear hypotheses David Causeur , François Husson Statistics, 2008, 42 (2), pp.115-125. ⟨10.1080/02331880701597552⟩ Journal articles hal-00360386v1
	Power of double-sampling tests for General Linear Hypotheses David Causeur , François Husson Statistics A Journal of Theoretical and Applied Statistics, 2008, 42 (2), pp.115-125. ⟨10.1080/02331880701597552⟩ Journal articles hal-00466877v1
	SensoMineR: a package for sensory data analysis Sébastien Lê , François Husson Journal of Sensory Studies, 2008, 23 (1), pp.14-25 Journal articles hal-00466882v1
	FactoMineR: An R package for multivariate analysis Sébastien Lê , Julie Josse , François Husson Journal of Statistical Software, 2008, 25 (1), pp.1-18 Journal articles hal-00359835v1
	Testing the significance of the RV coefficient Julie Josse , Jérome Pagès , François Husson Computational Statistics and Data Analysis, 2008, 53 (1), pp.82-91. ⟨10.1016/j.csda.2008.06.012⟩ Journal articles hal-00360535v1
	Variability of the representation of the variables resulting from PCA in the case of a conventional sensory profile François Husson , Sébastien Lê , Jérome Pagès Food Quality and Preference, 2007, 18 (7), pp.933-937. ⟨10.1016/j.foodqual.2006.10.001⟩ Journal articles hal-00466993v1
	Sensory analysis comparison of eight biscuits by French and Pakistani panels Jérome Pagès , Cécile Bertrand , Rashida Ali , François Husson , Sébastien Lê Journal of Sensory Studies, 2007, 22 (6), pp.665-686 Journal articles hal-00467023v1
	Using Statistical Process Control to optimise quality assurance in intensity-modulated radiotherapy (IMRT) Karine Gerard , Vincent Marchesi , Pierre Aletti , Jean-Pierre Grandhaye , Alain Noel European Medical Physics News, 2007, pp.13-18 Journal articles hal-00200978v1
	French cider characterization by sensory, technological and chemical evaluations Jean-Michel Le Quéré , François Husson , Catherine M.G.C. Renard , Jo Primault LWT - Food Science and Technology, 2006, pp.1033-1044 Journal articles hal-02656386v1
	Indscal Model: geometrical interpretation and methodology François Husson , Jérome Pagès Computational Statistics and Data Analysis, 2006, 50 (2), pp.358-378 Journal articles hal-00467230v1
	Aspects méthodologiques du modèle Indscal François Husson , Jérome Pagès Revue de Statistique Appliquée, 2006, 54 (2), pp.83-100 Journal articles hal-00467418v1
	French cider characterization by sensory, technological and chemical evaluations Jean-Michel Le Quéré , François Husson , Catherine M.G.C. Renard , Jo Primault LWT - Food Science and Technology, 2006, 39 (9), pp.1033-1044. ⟨10.1016/j.lwt.2006.02.018⟩ Journal articles hal-00467413v1
	Une approche statistique de la performance en analyse sensorielle descriptive Jérôme Pagès , Sébastien Lê , François Husson Sciences des aliments = Food science : an international journal of food science and technology, 2006, 26 (5), pp.446-469. ⟨10.3166/sda.26.446-469⟩ Journal articles hal-00363529v1
	SensoMineR : un package pour le traitement de données sensorielles avec R François Husson , Sébastien Lê Sciences des aliments = Food science : an international journal of food science and technology, 2006, 26 (4), pp.355-356 Journal articles hal-00467895v1
	Another look at sensory data: How to “have your salmon and eat it, too!” Sébastien Lê , François Husson , Jérome Pagès Food Quality and Preference, 2006, 17 (7-8), pp.3-5. ⟨10.1016/j.foodqual.2006.03.007⟩ Journal articles hal-00467443v1
	Confidence ellipses applied to the comparison of sensory profiles Sébastien Lê , François Husson , Jérome Pagès Journal of Sensory Studies, 2006, 21 (3), pp.241-248 Journal articles hal-00467533v1
	A 2-dimensional extension of the Bradley–Terry model for paired comparisons François Husson , D. Causeur Journal of Statistical Planning and Inference, 2005, 135 (2), pp.245-259. ⟨10.1016/j.jspi.2004.05.008⟩ Journal articles hal-03391761v1
	Scatter Plot and Additional Variables François Husson , Jérome Pagès Journal of Applied Statistics, 2005, 32 (4), pp.341-350. ⟨10.1080/02664760500079043⟩ Journal articles hal-03390920v1
	Multiple factor analysis with confidence ellipses: a methodology to study the relationships between sensory and instrumental data François Husson , Jérome Pagès Journal of Chemometrics, 2005, 19 (3), pp.138-144. ⟨10.1002/cem.916⟩ Journal articles hal-03391768v1
	Confidence ellipse for the sensory profiles obtained by principal component analysis François Husson , S. Lê , J. Pagès Food Quality and Preference, 2005, 16 (3), pp.245-250. ⟨10.1016/j.foodqual.2004.04.019⟩ Journal articles hal-03391752v1
	A 2-dimensional extension of the Bradley–Terry model for paired comparisons D. Causeur , François Husson Journal of Statistical Planning and Inference, 2005, 135 (2), pp.245-259. ⟨10.1016/j.jspi.2004.05.008⟩ Journal articles hal-03403895v1
	USE OF CONFIDENCE ELLIPSES IN A PCA APPLIED TO SENSORY ANALYSIS APPLICATION TO THE COMPARISON OF MONOVARIETAL CIDERS François Husson , Valery Bocquet , Jérome Pagès Journal of Sensory Studies, 2004, 19 (6), pp.510-518. ⟨10.1111/j.1745-459X.2004.062104.x⟩ Journal articles hal-03391783v1
	COMPARISON OF SENSORY PROFILES DONE BY TRAINED AND UNTRAINED JURIES: METHODOLOGY AND RESULTS François Husson , J. Pagès Journal of Sensory Studies, 2003, 18 (6), pp.453-464. ⟨10.1111/j.1745-459X.2003.tb00400.x⟩ Journal articles hal-03391788v1
	Nuage plan d'individus et variables supplémentaires François Husson , Jérome Pagès Revue de Statistique Appliquée, 2003, 51 (4), pp.83 - 93 Journal articles hal-03391830v1
	Which value can be granted to sensory profiles given by consumers? Methodology and results François Husson , S Le Dien , Jérome Pagès Food Quality and Preference, 2001, 12 (5-7), pp.291-296. ⟨10.1016/S0950-3293(01)00014-3⟩ Journal articles hal-03391872v1
	Inter-laboratory comparison of sensory profiles François Husson , J Pagès Food Quality and Preference, 2001, 12 (5-7), pp.297-309. ⟨10.1016/S0950-3293(01)00015-5⟩ Journal articles hal-03391850v1
	Construire un modèle stochastique à partir d'un modèle déterministe François Husson Revue de Statistique Appliquée, 2001, 49 (4), pp.5 - 27 Journal articles hal-03391841v1
	An optimized algorithm to determine the values of the exact cumulative distribution function of some discrete statistics François Husson , Farid Beninel Computational Statistics, 1999, 14 (2), pp.251-261. ⟨10.1007/s001800050016⟩ Journal articles hal-03391890v1
	Evaluation of CECOL, a model of winter rape (Brassica napus L.) François Husson , Daniel Wallach , B. Vandeputte European Journal of Agronomy, 1998, 8 (3-4), pp.205-214 Journal articles hal-02686176v1
	Construction et validation d'un modèle de prédiction de la date de floraison du colza d'hiver François Husson , Philippe Leterme Oléagineux, Corps Gras, Lipides, 1998, 4 (5), pp.379 Journal articles hal-03392143v1

	Collecter et cartographier les données du bilan carbone d'un congrès Chloé Friguet , François Husson Rencontres R 2024, Université Bretagne Sud, Jun 2024, Vannes (Bretagne), France Conference papers hal-04624860v1
	Imputation multiple pour données mixtes par analyse factorielle Vincent Audigier , François Husson , Julie Josse , Matthieu Resche-Rigon JdS2019 - 51es Journées de Statistique de la Société Française de Statistique, Société Française de Statistique, Jun 2019, Vandœuvre-lès-Nancy, France Conference papers hal-02355840v1
	D'une simple vignette à l'enseignement par MOOC. Quelques idées pour améliorer la visibilité et l'accessibilité de son package R François Husson Rencontres R, Jun 2016, Toulouse, France Conference papers hal-01434000v1
	L'analyse de données avec FactoMineR. Quelle évolution en 10 ans ? François Husson Semin-R, Jun 2016, Paris, France Conference papers hal-01434002v1
	Imputation de données manquantes pour des données mixtes via les méthodes factorielles grâce à missMDA Vincent Audigier , François Husson , Julie Josse 1ères Rencontres R, Jul 2012, Bordeaux, France Conference papers hal-00716876v1
	A semi-automatic computational method to identify FOXP3+T cell subpopulations in melanoma patients Julie Josse , H. Fujii , François Husson , M. Ono 42nd Annual Meeting of the European-Society-for-Dermatological-Research, Sep 2012, Venise (IT), United States. pp.S5-S5 Conference papers hal-00840996v1
	Multiple Factor Analysis for Contingency Tables in FactoMineR Package Belchin Adriyanov Kostov , Mónica Bécue Bertaut , François Husson , Daría Hernández 1ères Rencontres R, Jul 2012, Bordeaux, France Conference papers hal-00717530v1
	Missing values in exploratory data analysis Julie Josse , François Husson Séminaire de statistique de l'équipe psychometrie, Jun 2011, Leiden (NL), Netherlands Conference papers hal-00842493v1
	Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis. Correspondence Analysis and Related Methods Julie Josse , François Husson , Marie Chavent , Benoit Liquet Correspondence Analysis and Related Methods, Feb 2011, Rennes (FR), France Conference papers hal-00842492v1
	Prise en compte des données manquantes en ACP : de l'imputation simple à l'imputation multiple Julie Josse , François Husson Séminaire de l'équipe de l'IUT de Caen Département STID, Mar 2011, Caen (FR), France Conference papers hal-00842497v1
	Prise en compte des données manquantes en ACP : de l'imputation simple à l'imputation multiple Julie Josse , François Husson Séminaire de l'équipe mathématiques et informatique appliqué (MIA), Mar 2011, Jouy-en-Josas (FR), France Conference papers hal-00842498v1
	Panorama sur les méthodes d'analyse exploratoire des données Julie Josse , François Husson Journées de l'Ecole Doctorale Pierre Louis de Santé Publique : Epidémiologie et Sciences de l'Information Biomédicale, Oct 2011, St Malo (FR), France Conference papers hal-00842494v1
	Dealing with missing values in multiple correspondence analysis Julie Josse , François Husson , Marie Chavent , Benoit Liquet International Classification Conference, Jul 2011, St Andrew (GB), United Kingdom Conference papers hal-00842491v1
	Présentation de FactoMineR Julie Josse , François Husson Séminaire statistique et informatique pour les sciences humaines et sociales, Feb 2011, Paris (FR), France Conference papers hal-00842495v1
	Prise en compte des données manquantes en ACP Julie Josse , François Husson Séminaire devant des enseignants-chercheurs d'Agrocampus Ouest et de l'INRA, Oct 2011, Rennes (FR), France Conference papers hal-00842496v1
	Handling missing values with regularized iterative multiple correspondence analysis Julie Josse , Marie Chavent , Benoit Liquet , François Husson The 6th CARME conference, Feb 2011, Rennes, France Conference papers hal-00647378v1
	Multiple correspondence analysis with missing values Julie Josse , François Husson , Marie Chavent , Benoit Liquet DAGM, GfKI conference, Sep 2011, Frankfurt (DE), Germany. non paginé Conference papers hal-00842501v1
	SensoMineR : the free software to perform sensory analysis François Husson , Sébastien Lê 11ème journées européennes agro-industriels et méthodes statistiques : Agrostat'2010, Feb 2010, Benevento (ITA), Italy Conference papers hal-00729615v1
	Variabilité des dimensions en ACP : cas complet et incomplet Julie Josse , François Husson 42èmes Journées de Statistique, 2010, Marseille, France, France Conference papers inria-00494840v1
	Gestion des données manquantes en Analyse en Composantes Principales Julie Josse , François Husson Séminaire de laboratoire de mathématiques, Mar 2010, Bordeaux (FR), France Conference papers hal-00729523v1
	Predicting energy protein interaction on milk yield and composition in dairy cows Laure Brun-Lafleur , Luc Delaby , François Husson , Philippe Faverdin 3. EAAP International Symposium on Energy and Protein Metabolism and Nutrition, Sep 2010, Parme, Italy Conference papers hal-02754796v1
	Analyse de données avec R - Complémentarité des méthodes d'analyse factorielle et de classification François Husson , Julie Josse , Jérome Pagès 42èmes Journées de Statistique, 2010, Marseille, France, France Conference papers inria-00494779v1
	Prévision de l'effet des interactions énergie x protéines sur la production et la composition du lait chez la vache laitière Laure Brun-Lafleur , Luc Delaby , Jacques Lassalas , Michel Fargetton , François Husson 16. Rencontres autour des Recherches sur les Ruminants, Dec 2009, Paris, France Conference papers hal-02754288v1
	Apport de l'ACP probabiliste pour la gestion des données manquantes en ACP Julie Josse , François Husson , Jérome Pagès 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France Conference papers inria-00386758v1
	Utilisation de la maîtrise statistique des processus (MSP) pour optimiser les contrôles qualité en radiothérapie conformationnelle par modulation d'intensité (RCMI) Karine Gerard , Vincent Marchesi , Jean-Pierre Grandhaye , François Husson , Alain Noel 47èmes journées scientifiques de la société française de physique médicale, Jun 2008, Marseille, France Conference papers hal-00323516v1
	Optimisation des orientations des faisceaux en radiothérapie conformationelle par modulation d'intensité (RCMI) Karine Gerard , Vincent Marchesi , Xavier Franceries , François Husson , Alain Noel 46èmes journées scientifiques de la société française de physique médicale, May 2007, St Malo, France Conference papers hal-00153909v1
	Statistical process control to optimize quality assurance in radiotherapy: applied to Intensity-Modulated Radiation Therapy (IMRT) Karine Gerard , Jean-Pierre Grandhaye , Vincent Marchesi , Pierre Aletti , Xavier Franceries International Conference on Industrial Engineering and Systems Management, IESM 2007, May 2007, Pékin, China. pp.CDROM Conference papers hal-00153916v1
	La maîtrise statistique des processus pour l'optimisation des contrôles qualité en radiothérapie : Application à la Radiothérapie Conformationnelle par Modulation d'Intensité (RCMI) Karine Gerard , Vincent Marchesi , Pierre Aletti , Jean-Pierre Grandhaye , Alain Noel 7ème Congrès International Pluridisciplinaire Qualité et Sûreté de Fonctionnement, Qualita 2007, Mar 2007, Tanger, Maroc. pp.CDROM Conference papers hal-00146031v1
	Utilisation de la maîtrise statistique des processus (MSP) pour optimiser les contrôles qualité en radiothérapie conformationnelle par modulation d'intensité (RCMI) Karine Gerard , Vincent Marchesi , Jean-Pierre Grandhaye , Xavier Franceries , François Husson 46èmes journées scientifiques de la société française de physique médicale, May 2007, St Malo, France Conference papers hal-00153907v1
	Optimisation experte de la balistique et des moyens de contrôles en radiothérapie conformationnelle par modulation d'intensité (RCMI) Karine Gerard , Pierre Aletti , Hanna Kafrouni , Vincent Marchesi , Jean-Pierre Grandhaye 45ème journée scientifique de la Société Française de Physique Médicale, Jun 2006, Lyon, France Conference papers hal-00118428v1
	Expert optimisation of beam orientation and quality controls for intensity-modulated radiotherapy (IMRT) Karine Gerard , Pierre Aletti , Alain Noel , Hanna Kafrouni , Vincent Marchesi Oct 2006 Conference papers hal-00117374v1
	Optimisation experte de la balistique et des moyens de contrôles en Radiothérapie Conformationnelle par Modulation d'Intensité (RCMI) Karine Gerard , Pierre Aletti , Hanna Kafrouni , Vincent Marchesi , Alain Noel 45èmes journées scientifiques de la SFPM (Société Française de Physique Médicale), Jun 2006, Lyon, France Conference papers hal-00124841v1
	Expert optimisation of beam orientation and quality controls for intensity-modulated radiotherapy (IMRT) Karine Gerard , Pierre Aletti , Alain Noel , Hanna Kafrouni , Vincent Marchesi Oct 2006, pp.82 Conference papers hal-00118433v1

	R pour la statistique et la science des données François Husson , Eric Matzner-Løber , Arnaud Guyader , Pierre Cornillon , Julie Josse 2018 Books hal-02321839v1
	Exploratory Multivariate Analysis by Example Using R, Second Edition François Husson Chapman and Hall/CRC, 2017, ⟨10.1201/b21874⟩ Books hal-02321808v1
	Analyse de données avec R François Husson , Sébastien Lê , Jérome Pagès Presses Universitaires de Rennes, 2016, Pratique de la statistique, Husson, 978-2-7535-4869-5 Books hal-01292429v1
	Analyis de datos con R François Husson , Jérome Pagès , Sébastien Lê 2013 Books hal-04237057v1
	R for statistics Pierre-André Cornillon , Arnaud Guyader , François Husson , Nicolas Jégou , Julie Josse Chapman and Hall/CRC Press, pp.320, 2012, 9781439881453 Books hal-00691458v1
	Análisis de datos con R François Husson , Jérome Pagès , Sébastien Lê 2012, Escuela Colombiana de Ingenieria Julio Garavito, 978-958-8726-05-2 Books hal-03375365v1
	Exploratory Multivariate Analysis by Example Using R François Husson , Jérome Pagès , Sébastien Lê CRC Press Taylor & Francis, pp.240, 2010, Chapman & Hall/CRC Computer Science & Data Analysis Books hal-00566638v1
	Analyse de données avec R. François Husson , Sébastien Lê , Jérome Pagès Presses Universitaires de Rennes, 226 p., 2009, 978-2-7535-0938-2 Books hal-00455538v1
	Statistique avec R Pierre-André Cornillon , Arnaud Guyader , François Husson , Nicolas Jégou , Julie Josse Presses Universitaires de Rennes, 260 p., 2008 Books hal-00382106v1
	Statistique avec R Pierre Cornillon , Arnaud Guyader , François Husson , Nicolas Jégou , Julie Josse Presses Universitaires de Rennes, 257 p., 2008, Didact. Statistique, 978-2-7535-0722-7 Books hal-02822155v1

	Gestion de données manquantes en et par ACM ou analyse factorielle de données mixtes François Husson Technip. Données manquantes, pp.123-137, 2022, 978-2-7108-1195-4 Book sections hal-04690480v1
	Gestion des données manquantes en et par analyse en composantes principales François Husson Technip. Données manquantes, 2022, 978-2-7108-1195-4 Book sections hal-04690482v1
	Multiple factor analysis: Presentation of the method using sensory data Jérome Pagès , François Husson Daniel Granato; Gaston Ares. Mathematical and Statistical Methods in Food Science and Technology, Wiley-Blackwell, pp.87-102, 2014, 978-1-118-43368-3 Book sections hal-01258992v1
	Multiple correspondence analysis François Husson , Julie Josse Jorg Blasius, Michael Greenacre. Visualization and Verbalization of Data, Chapman and Hall/CRC, 2014, Chapman & Hall/CRC Computer Science & Data Analysis, 9781466589803 Book sections hal-01070870v1
	Approche statistique de la performance en analyse sensorielle descriptive Jérome Pagès , François Husson Évaluation sensorielle : manuel méthodologique, Lavoisier, pp.451-458, 2009 Book sections hal-00456015v1
	SensoMineR François Husson , Sébastien Lê , Jérome Pagès Évaluation sensorielle Manuel méthodologique, Lavoisier, pp. 463-470, 2009 Book sections hal-00455995v1

François Husson

Presentation

Publications

Multilingual Textual Data: an Approach though Multiple Factor Analysis

Identification of high likelihood of dementia in population-based surveys using unsupervised clustering: a longitudinal analysis

Association of Early Norepinephrine Administration With 24-Hour Mortality Among Patients With Blunt Trauma and Hemorrhagic Shock

ICU Bed Availability Monitoring and analysis in the Grand Est region of France during the COVID-19 epidemic

Nonparametric imputation by data depth

Imputation of mixed data with multilevel singular value decomposition

Investigating homicide offender typologies based on their clinical histories and crime scene behaviour patterns

Comparison of the metal contamination in water measured by diffusive gradient in thin film (DGT), biomonitoring and total metal dissolved concentration at a national scale

MIMCA: Multiple imputation for categorical variables with multiple correspondence analysis

Regulatory T Cells in Melanoma Revisited by a Computational Clustering of FOXP3+ T Cell Subpopulations

Multiple imputation for continuous variables using a Bayesian principal component analysis

Digit-tracking: Interpreting the evolution over time of sensory dimensions of an individual product space issued from Napping® and sorted Napping

Jan de Leeuw and the French School of Data Analysis

missMDA: A Package for Handling Missing Values in Multivariate Data Analysis

A principal components method to impute missing values for mixed data

Confidence Areas for Fixed-Effects PCA

Correspondence Analysis on Generalised Aggregated Lexical Tables (CA-GALT) in the FactoMineR Package

Effects of dry heating on the progression of in vitro digestion of egg white proteins: contribution of multifactorial data analysis

Regularised PCA to denoise and visualise data

An original methodology for the analysis and interpretation of word-count based methods: Multiple factor analysis for contingency tables complemented by consensual words

Different fluid intake patterns across the week can be identified in German adults

Les vins de Loire du cépage Chenin ont-ils un goût identifiable ?

Construction and evaluation of confidence ellipses applied at sensory data

Multiple Factor Analysis for Contingency Tables in the FactoMineR Package

Handling missing values in Multiple Factor Analysis

Multiple Factor Analysis for Contingency Tables in the FactoMineR Package

Selecting the number of components in PCA using cross-validation approximations

Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis

Handling missing values in exploratory multivariate data analysis methods

Multiple imputation in principal component analysis

Predicting energy x protein interaction on milk yield and milk composition in dairy cows

Feasibility study of using statistical process control to optimize quality assurance in radiotherapy

Gestion des données manquantes en Analyse en Composantes Principales

Simultaneous analysis of distinct Omics data sets with integration of biological knowledge: Multiple Factor Analysis approach.

A comprehensive analysis of the IMRT dose delivery process using Statistical Process Control (SPC)

Methodology for the comparison of sensory profiles provided by several panels: application to a cross-cultural study

Power of double-sampling tests for general linear hypotheses

Power of double-sampling tests for General Linear Hypotheses

SensoMineR: a package for sensory data analysis

FactoMineR: An R package for multivariate analysis

Testing the significance of the RV coefficient

Variability of the representation of the variables resulting from PCA in the case of a conventional sensory profile

Sensory analysis comparison of eight biscuits by French and Pakistani panels

Using Statistical Process Control to optimise quality assurance in intensity-modulated radiotherapy (IMRT)

French cider characterization by sensory, technological and chemical evaluations

Indscal Model: geometrical interpretation and methodology

Aspects méthodologiques du modèle Indscal

French cider characterization by sensory, technological and chemical evaluations

Une approche statistique de la performance en analyse sensorielle descriptive

SensoMineR : un package pour le traitement de données sensorielles avec R

Another look at sensory data: How to “have your salmon and eat it, too!”

Confidence ellipses applied to the comparison of sensory profiles

A 2-dimensional extension of the Bradley–Terry model for paired comparisons

Scatter Plot and Additional Variables

Multiple factor analysis with confidence ellipses: a methodology to study the relationships between sensory and instrumental data

Confidence ellipse for the sensory profiles obtained by principal component analysis

A 2-dimensional extension of the Bradley–Terry model for paired comparisons

USE OF CONFIDENCE ELLIPSES IN A PCA APPLIED TO SENSORY ANALYSIS APPLICATION TO THE COMPARISON OF MONOVARIETAL CIDERS

COMPARISON OF SENSORY PROFILES DONE BY TRAINED AND UNTRAINED JURIES: METHODOLOGY AND RESULTS

Nuage plan d'individus et variables supplémentaires

Which value can be granted to sensory profiles given by consumers? Methodology and results

Inter-laboratory comparison of sensory profiles

Construire un modèle stochastique à partir d'un modèle déterministe

An optimized algorithm to determine the values of the exact cumulative distribution function of some discrete statistics

Evaluation of CECOL, a model of winter rape (Brassica napus L.)

Construction et validation d'un modèle de prédiction de la date de floraison du colza d'hiver

Collecter et cartographier les données du bilan carbone d'un congrès

Imputation multiple pour données mixtes par analyse factorielle

D'une simple vignette à l'enseignement par MOOC. Quelques idées pour améliorer la visibilité et l'accessibilité de son package R

L'analyse de données avec FactoMineR. Quelle évolution en 10 ans ?

Imputation de données manquantes pour des données mixtes via les méthodes factorielles grâce à missMDA

A semi-automatic computational method to identify FOXP3+T cell subpopulations in melanoma patients

Multiple Factor Analysis for Contingency Tables in FactoMineR Package

Missing values in exploratory data analysis

Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis. Correspondence Analysis and Related Methods

Prise en compte des données manquantes en ACP : de l'imputation simple à l'imputation multiple

Prise en compte des données manquantes en ACP : de l'imputation simple à l'imputation multiple