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hal-00461702v1  Conference papers
Chloé FriguetDavid Causeur. Accounting for a factor structure in high-dimensional data to improve multiple testing procedures
6th workshop on Statistical Methods for Post-Genomic Data. Agrocampus, Feb 2008, Rennes, France
hal-00461648v1  Conference papers
Chloé FriguetDavid Causeur. Estimation of the proportion of null p-values among dependent tests
Petersburg Workshop on Simulation, Jun 2009, St Petersburg, Russia
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hal-00730155v1  Journal articles
David CauseurChloé FriguetMagali Houee-BigotMaela Kloareg. Factor Analysis for Multiple Testing (FAMT): An R Package for Large-Scale Significance Testing under Dependence
Journal of Statistical Software, University of California, Los Angeles, 2011, 40 (14), pp.19
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hal-02806777v1  Conference papers
Anne BlumMagalie HoueeChloé FriguetSandrine LagarrigueDavid Causeur. Inferring gene networks using a sparse factor model approach
Statistical learning and data science, May 2012, Florence, Italy. 12 p
hal-01167304v1  Conference papers
Emeline PerthameChloé FriguetDavid Causeur. FADA: an R package for variable selection in supervised classification of strongly dependent data
useR!2014, UCLA Statistics Department; Foundation for Open Access Statistics; Los Angels R user group, Jun 2014, Los Angeles, United States
hal-00461705v1  Conference papers
Chloé FriguetDavid Causeur. Multiple tests for high-throughput data assuming a factor modeling of dependence
40th Journées de Statistiques (Société Française de Statistiques) / joint with Société Statistique, May 2008, Ottawa, Canada
hal-00461708v1  Conference papers
Chloé FriguetDavid Causeur. Approche conditionnelle des tests multiples pour données biologiques à haut-débit
7ème Journée Jeunes Chercheurs (Société Française de Biométrie). INSERM, Dec 2008, Villejuif, France
hal-00458161v1  Journal articles
David CauseurMaela KloaregChloé Friguet. Control of the FWER in multiple testing under dependence
Communications in Statistics - Theory and Methods, Taylor & Francis, 2009, 38 (16 et 17), pp.2733 - 2747. ⟨10.1080/03610910902936281⟩
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inria-00386591v1  Conference papers
Chloé FriguetDavid Causeur. Estimation conditionnelle de la proportion d'hypothèses nulles en grande dimension
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
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hal-01310571v1  Conference papers
Emeline PerthameDavid CauseurChing-Fan SheuChloé Friguet. Variable selection for correlated data in high dimension using decorrelation methods
Statlearn: Challenging problems in statistical learning, Apr 2016, Vannes, France
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inria-00494802v1  Conference papers
Yuna BlumChloé FriguetSandrine LagarrigueDavid Causeur. Inférence sur réseaux géniques par Analyse en Facteurs
42èmes Journées de Statistique, 2010, Marseille, France, France
hal-00461704v1  Conference papers
David CauseurMaela KloaregChloé Friguet. Impact of Dependence on the Stability of Model Selection in Supervised Classification for High-Throughput Data
International Indian Statistical Association (IISA) Conference on Frontiers of Probability and Statistical Science, May 2008, Storrs, United States
hal-00461632v1  Conference papers
Chloé FriguetMaela KloaregDavid Causeur. Factor Analysis for Multiple Testing: a general approach for differential analysis of genome-scale dependent data
Workshop on Statistical advances in Genome-scale Data Analysis, May 2009, Ascona, Switzerland
hal-00461697v1  Conference papers
David CauseurChloé Friguet. Conditional Fdr estimation based on a factor analytic approach of multiple testing
Workshop on Simulation, Jun 2009, St Petersburg, Russia
hal-00459370v1  Conference papers
Maela KloaregChloé FriguetDavid Causeur. Factor Analysis for Multiple Testing: an R-package to analyze a genome-scale dataset
Workshop « Statistical advances in Genome-scale Data Analysis », May 2009, Ascona, Switzerland
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hal-02746752v1  Conference papers
Magalie Houée-BigotChloé FriguetSandrine LagarrigueAnne BlumDavid Causeur. Large-scale significance testing of high thoroughput Data with FAMT
14. Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2011, Rome, Italy
hal-00458049v1  Journal articles
Chloé FriguetMaela KloaregDavid Causeur. A factor model approach to multiple testing under dependence
Journal of the American Statistical Association, Taylor & Francis, 2009, 104 (488), pp.1406-1415. ⟨10.1198/jasa.2009.tm08332⟩
hal-00461645v1  Conference papers
Chloé FriguetDavid Causeur. Estimation conditionnelle de la proportion d'hypotheses nulles en grande dimension
41èmes Journées de Statistiques, Société Française de Statistiques, May 2009, Bordeaux, France
hal-02806842v1  Poster communications
Anne BlumMagalie HoueeChloé FriguetSandrine LagarrigueDavid Causeur. Genetic analysis of a complex trait using transcriptomic data: contribution of gene regulatory network modeling
XX. Conference of the plant & animal genome (PAG), Jan 2012, San Diego, United States. 2012