{"id":"https://openalex.org/W196511170","doi":"https://doi.org/10.1007/978-3-7908-2604-3_36","title":"Multiblock Method for Categorical Variables. Application to the Study of Antibiotic Resistance","display_name":"Multiblock Method for Categorical Variables. Application to the Study of Antibiotic Resistance","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W196511170","doi":"https://doi.org/10.1007/978-3-7908-2604-3_36","mag":"196511170"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-7908-2604-3_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-7908-2604-3_36","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of COMPSTAT'2010","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046269552","display_name":"St\u00e9phanie Bougeard","orcid":"https://orcid.org/0009-0002-4729-5355"},"institutions":[{"id":"https://openalex.org/I4210138120","display_name":"Agence Nationale de S\u00e9curit\u00e9 Sanitaire de l\u2019Alimentation, de l\u2019Environnement et du Travail","ror":"https://ror.org/0471kz689","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210138120","https://openalex.org/I4405260172"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phanie Bougeard","raw_affiliation_strings":["Department of Epidemiology, AFSSA (French Agency for Food Safety), Zoopole, BP53, 22440, Ploufragan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, AFSSA (French Agency for Food Safety), Zoopole, BP53, 22440, Ploufragan, France","institution_ids":["https://openalex.org/I4210138120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107485838","display_name":"El Mostafa Qannari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157468","display_name":"Oniris","ror":"https://ror.org/05q0ncs32","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210157468"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"El Mostafa Qannari","raw_affiliation_strings":["Department of Sensometrics and Chemometrics, ONIRIS (Nantes-Atlantic National College of Veterinary Medicine, Food Science and Engineering), Rue de la G\u00e9raudi\u00e8re, BP82225, 44322, Nantes Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sensometrics and Chemometrics, ONIRIS (Nantes-Atlantic National College of Veterinary Medicine, Food Science and Engineering), Rue de la G\u00e9raudi\u00e8re, BP82225, 44322, Nantes Cedex, France","institution_ids":["https://openalex.org/I4210157468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014135950","display_name":"Claire Chauvin","orcid":"https://orcid.org/0000-0003-4837-4418"},"institutions":[{"id":"https://openalex.org/I4210138120","display_name":"Agence Nationale de S\u00e9curit\u00e9 Sanitaire de l\u2019Alimentation, de l\u2019Environnement et du Travail","ror":"https://ror.org/0471kz689","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210138120","https://openalex.org/I4405260172"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Claire Chauvin","raw_affiliation_strings":["Department of Epidemiology, AFSSA (French Agency for Food Safety), Zoopole, BP53, 22440, Ploufragan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, AFSSA (French Agency for Food Safety), Zoopole, BP53, 22440, Ploufragan, France","institution_ids":["https://openalex.org/I4210138120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07902736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"389","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.9299761056900024},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5862434506416321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5060433745384216},{"id":"https://openalex.org/keywords/design-matrix","display_name":"Design matrix","score":0.45570477843284607},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4367665648460388},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4347001016139984},{"id":"https://openalex.org/keywords/variables","display_name":"Variables","score":0.4187266230583191},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41053563356399536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38607269525527954},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3744587004184723},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36192286014556885},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34414029121398926},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.3126367926597595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2323020100593567}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.9299761056900024},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5862434506416321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5060433745384216},{"id":"https://openalex.org/C203233044","wikidata":"https://www.wikidata.org/wiki/Q5264358","display_name":"Design matrix","level":3,"score":0.45570477843284607},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4367665648460388},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4347001016139984},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.4187266230583191},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41053563356399536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38607269525527954},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3744587004184723},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36192286014556885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34414029121398926},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.3126367926597595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2323020100593567},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-7908-2604-3_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-7908-2604-3_36","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of COMPSTAT'2010","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05041626v1","is_oa":false,"landing_page_url":"https://oniris.hal.science/hal-05041626","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of COMPSTAT'2010, Physica-Verlag HD, pp.389-396, 2010, &#x27E8;10.1007/978-3-7908-2604-3_36&#x27E9;","raw_type":"Book sections"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8100000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W12572720","https://openalex.org/W206508622","https://openalex.org/W1928755576","https://openalex.org/W1984947418","https://openalex.org/W2016219244","https://openalex.org/W2071761220","https://openalex.org/W2096322543","https://openalex.org/W2112081648","https://openalex.org/W2164583936","https://openalex.org/W2479267839","https://openalex.org/W2916388191","https://openalex.org/W4229926969","https://openalex.org/W4233484125","https://openalex.org/W4302334602"],"related_works":["https://openalex.org/W3004606347","https://openalex.org/W1489367103","https://openalex.org/W2603635278","https://openalex.org/W4206974938","https://openalex.org/W2800882488","https://openalex.org/W2394066883","https://openalex.org/W2923419174","https://openalex.org/W4246886038","https://openalex.org/W16429937","https://openalex.org/W2272785986"],"abstract_inverted_index":{"We":[0,13],"address":[1],"the":[2,18,27,64,69,82,92],"problem":[3],"of":[4,26,71,75,81,94],"describing":[5],"several":[6],"categorical":[7,39],"variables":[8],"with":[9,31,57],"a":[10,36,45,72],"prediction":[11],"purpose.":[12],"focus":[14],"on":[15,44],"methods":[16],"in":[17,91],"multiblock":[19,40],"modelling":[20],"framework,":[21],"each":[22,32],"block":[23],"being":[24],"formed":[25],"indicator":[28],"matrix":[29],"associated":[30],"qualitative":[33],"variable.We":[34],"propose":[35],"method,":[37],"called":[38],"Redundancy":[41],"Analysis,":[42],"based":[43],"well-identified":[46],"global":[47],"optimization":[48],"criterion":[49],"which":[50],"leads":[51],"to":[52,68],"an":[53,88],"eigensolution.":[54],"In":[55],"comparison":[56],"usual":[58],"procedures,":[59],"such":[60],"as":[61],"logistic":[62],"regression,":[63],"method":[65,84],"is":[66],"well-adapted":[67],"case":[70],"large":[73],"number":[74],"redundant":[76],"explanatory":[77],"variables.":[78],"Practical":[79],"uses":[80],"proposed":[83],"are":[85],"illustrated":[86],"using":[87],"empirical":[89],"example":[90],"field":[93],"epidemiology.":[95]},"counts_by_year":[{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
