{"id":80,"date":"2019-02-10T17:09:56","date_gmt":"2019-02-10T16:09:56","guid":{"rendered":"https:\/\/www.idpoisson.fr\/chauveau\/?page_id=80"},"modified":"2024-12-18T13:23:22","modified_gmt":"2024-12-18T12:23:22","slug":"recherche","status":"publish","type":"page","link":"https:\/\/www.idpoisson.fr\/chauveau\/recherche\/","title":{"rendered":"Activit\u00e9s de recherche"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Th\u00e8mes de recherche (<em>Research interests<\/em>)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Statistical Computing (with the R statistical software)\n<ul class=\"wp-block-list\">\n<li>Development of R packages<\/li>\n\n\n\n<li>High Performance Computing (HPC) with R<\/li>\n\n\n\n<li>BigData RHadoop &#038; MapReduce <\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Latent variables models, missing data, mixtures of distributions\n<ul class=\"wp-block-list\">\n<li>EM and hybrid EM algorithms for several mixture models<\/li>\n\n\n\n<li>semi- and non-parametric (multivariate) mixture models<\/li>\n\n\n\n<li>Tests for homogeneity vs. mixture <\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Monte-Carlo Markov Chains (MCMC)\n<ul class=\"wp-block-list\">\n<li>Convergence assessment in MCMC<\/li>\n\n\n\n<li>adaptive MCMC methods <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Participation \u00e0 des Projets de recherche<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ARD-CVL <strong>JUNON<\/strong> (task \u201cstatistics\u201d , 2022-2026)<\/li>\n\n\n\n<li>ANR <strong>GAMBAS<\/strong> (PhD co-advisor, 2020\u20142023)<\/li>\n\n\n\n<li>Projet <strong>ADOpTER<\/strong>, Data Mining et cosm\u00e9toscience (2018 \u2014 2020)<\/li>\n\n\n\n<li>PIA <strong>PALM<\/strong>, Product of Agriculture Life-cycle Management, Calcul intensif et simulation num\u00e9rique (2015-2017)<\/li>\n\n\n\n<li>Projet R\u00e9gion <strong>DURAREP2<\/strong> (mixture models, INRA Tours-Nouzilly 2012-2015)<\/li>\n\n\n\n<li>Projet R\u00e9gion <strong>FDTE<\/strong> (Data mining et environnement, 2011-2014)<\/li>\n\n\n\n<li>Research program <strong>PILE<\/strong>,\u00a0<strong>P<\/strong>rogramme\u00a0<strong>I<\/strong>nternational pour le\u00a0<strong>L<\/strong>angage de l&rsquo;<strong>E<\/strong>nfant, (PhD co-advisor, 2006-2008)<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft is-resized\"><a href=\"https:\/\/www.r-project.org\"><img loading=\"lazy\" decoding=\"async\" width=\"725\" height=\"550\" src=\"https:\/\/www.idpoisson.fr\/chauveau\/wp-content\/uploads\/sites\/38\/2019\/02\/Rlogo-2.png\" alt=\"R\" class=\"wp-image-100\" style=\"width:181px;height:138px\" srcset=\"https:\/\/www.idpoisson.fr\/chauveau\/wp-content\/uploads\/sites\/38\/2019\/02\/Rlogo-2.png 725w, https:\/\/www.idpoisson.fr\/chauveau\/wp-content\/uploads\/sites\/38\/2019\/02\/Rlogo-2-300x228.png 300w\" sizes=\"auto, (max-width: 725px) 100vw, 725px\" \/><\/a><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">D\u00e9veloppement de codes &#8211; Statistical Computing<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/CRAN.R-project.org\/package=EntropyMCMC\">EntropyMCMC<\/a><\/strong>: R package for MCMC Simulation and Convergence Evaluation using Entropy and Kullback-Leibler Divergence Estimation, CRAN (2019)<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/CRAN.R-project.org\/package=mixtools\">mixtools<\/a><\/strong><a href=\"https:\/\/CRAN.R-project.org\/package=mixtools\">:<\/a> R package for analyzing finite mixture models, co-author, CRAN (2017, several versions since 2009)<\/li>\n\n\n\n<li>CLTC: MCMC Convergence assessment via the CLT for Markov chains (1998-2001, deprecated)<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Th\u00e8mes de recherche (Research interests) Participation \u00e0 des Projets de recherche D\u00e9veloppement de codes &#8211; Statistical Computing<\/p>\n","protected":false},"author":37,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[],"class_list":["post-80","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/pages\/80","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/users\/37"}],"replies":[{"embeddable":true,"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/comments?post=80"}],"version-history":[{"count":7,"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/pages\/80\/revisions"}],"predecessor-version":[{"id":207,"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/pages\/80\/revisions\/207"}],"wp:attachment":[{"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/media?parent=80"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/www.idpoisson.fr\/chauveau\/wp-json\/wp\/v2\/folder?post=80"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}