{"id":"https://openalex.org/W1915373077","doi":"https://doi.org/10.1007/s11222-016-9635-4","title":"MIMCA: multiple imputation for categorical variables with multiple correspondence analysis","display_name":"MIMCA: multiple imputation for categorical variables with multiple correspondence analysis","publication_year":2016,"publication_date":"2016-02-11","ids":{"openalex":"https://openalex.org/W1915373077","doi":"https://doi.org/10.1007/s11222-016-9635-4","mag":"1915373077"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-016-9635-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-016-9635-4","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1505.08116","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055168255","display_name":"Vincent Audigier","orcid":"https://orcid.org/0000-0002-4169-7866"},"institutions":[{"id":"https://openalex.org/I2800285241","display_name":"Institut Agro Rennes-Angers","ror":"https://ror.org/01s3fs709","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210155549","display_name":"Laboratoire de Math\u00e9matiques Blaise Pascal","ror":"https://ror.org/05sd5r855","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210141950","https://openalex.org/I4210155549"]},{"id":"https://openalex.org/I4210161663","display_name":"Institut de recherche math\u00e9matique de Rennes","ror":"https://ror.org/05y76vp22","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2800285241","https://openalex.org/I28221208","https://openalex.org/I3124938446","https://openalex.org/I4210117091","https://openalex.org/I4210141950","https://openalex.org/I4210146044","https://openalex.org/I4210161663","https://openalex.org/I4399657933","https://openalex.org/I56067802","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vincent Audigier","raw_affiliation_strings":["Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","institution_ids":["https://openalex.org/I2800285241"]},{"raw_affiliation_string":"LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","institution_ids":["https://openalex.org/I4210155549"]},{"raw_affiliation_string":"IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)","institution_ids":["https://openalex.org/I4210161663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089795083","display_name":"Fran\u00e7ois Husson","orcid":"https://orcid.org/0000-0002-7271-8877"},"institutions":[{"id":"https://openalex.org/I2800285241","display_name":"Institut Agro Rennes-Angers","ror":"https://ror.org/01s3fs709","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210155549","display_name":"Laboratoire de Math\u00e9matiques Blaise Pascal","ror":"https://ror.org/05sd5r855","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210141950","https://openalex.org/I4210155549"]},{"id":"https://openalex.org/I4210161663","display_name":"Institut de recherche math\u00e9matique de Rennes","ror":"https://ror.org/05y76vp22","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2800285241","https://openalex.org/I28221208","https://openalex.org/I3124938446","https://openalex.org/I4210117091","https://openalex.org/I4210141950","https://openalex.org/I4210146044","https://openalex.org/I4210161663","https://openalex.org/I4399657933","https://openalex.org/I56067802","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Husson","raw_affiliation_strings":["Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","institution_ids":["https://openalex.org/I2800285241"]},{"raw_affiliation_string":"LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","institution_ids":["https://openalex.org/I4210155549"]},{"raw_affiliation_string":"IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)","institution_ids":["https://openalex.org/I4210161663"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084745161","display_name":"Julie Josse","orcid":"https://orcid.org/0000-0001-9547-891X"},"institutions":[{"id":"https://openalex.org/I2800285241","display_name":"Institut Agro Rennes-Angers","ror":"https://ror.org/01s3fs709","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210155549","display_name":"Laboratoire de Math\u00e9matiques Blaise Pascal","ror":"https://ror.org/05sd5r855","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210141950","https://openalex.org/I4210155549"]},{"id":"https://openalex.org/I4210161663","display_name":"Institut de recherche math\u00e9matique de Rennes","ror":"https://ror.org/05y76vp22","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2800285241","https://openalex.org/I28221208","https://openalex.org/I3124938446","https://openalex.org/I4210117091","https://openalex.org/I4210141950","https://openalex.org/I4210146044","https://openalex.org/I4210161663","https://openalex.org/I4399657933","https://openalex.org/I56067802","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julie Josse","raw_affiliation_strings":["Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics Department, Agrocampus Ouest, 65 rue de Saint-Brieuc, 35042, Rennes Cedex, France","institution_ids":["https://openalex.org/I2800285241"]},{"raw_affiliation_string":"LMA2 - Laboratoire de Math\u00e9matiques Appliqu\u00e9es Agrocampus (2 all\u00e9e Jacques Frimot - 35000 Rennes  - France)","institution_ids":["https://openalex.org/I4210155549"]},{"raw_affiliation_string":"IRMAR - Institut de Recherche Math\u00e9matique de Rennes (Campus de Beaulieu, b\u00e2timents 22 et 23, \r\n263 avenue du G\u00e9n\u00e9ral Leclerc, CS 74205\r\n35042  RENNES C\u00e9dex - France)","institution_ids":["https://openalex.org/I4210161663"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055168255"],"corresponding_institution_ids":["https://openalex.org/I2800285241","https://openalex.org/I4210155549","https://openalex.org/I4210161663"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":4.7763,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93385851,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"2","first_page":"501","last_page":"518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11716","display_name":"Random Matrices and Applications","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7865750789642334},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.784180760383606},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6273536682128906},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5602084994316101},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.553857147693634},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5037481188774109},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.46795856952667236},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.42210260033607483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4181828796863556},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.368579238653183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2357030212879181}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7865750789642334},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.784180760383606},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6273536682128906},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5602084994316101},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.553857147693634},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5037481188774109},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.46795856952667236},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.42210260033607483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4181828796863556},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.368579238653183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2357030212879181}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11222-016-9635-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-016-9635-4","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1505.08116","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1505.08116","pdf_url":"https://arxiv.org/pdf/1505.08116","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01170864v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01170864","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":"Statistics and Computing, 2017, 27 (2), pp.501-518. ⟨10.1007/s11222-016-9635-4⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1505.08116","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1505.08116","pdf_url":"https://arxiv.org/pdf/1505.08116","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G3597637701","display_name":"Centre de Math\u00e9matiques Henri Lebesgue : fondements, interactions, applications et Formation","funder_award_id":"ANR-11-LABX-0020","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1915373077.pdf","grobid_xml":"https://content.openalex.org/works/W1915373077.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W41836970","https://openalex.org/W109767419","https://openalex.org/W612972800","https://openalex.org/W1124708747","https://openalex.org/W1500944114","https://openalex.org/W1550443206","https://openalex.org/W1822348759","https://openalex.org/W1966469525","https://openalex.org/W1970502168","https://openalex.org/W1991596242","https://openalex.org/W1998487261","https://openalex.org/W2004026774","https://openalex.org/W2004146277","https://openalex.org/W2008572537","https://openalex.org/W2018365137","https://openalex.org/W2020960798","https://openalex.org/W2030075579","https://openalex.org/W2035714447","https://openalex.org/W2044758663","https://openalex.org/W2049633694","https://openalex.org/W2050623533","https://openalex.org/W2052696562","https://openalex.org/W2057777484","https://openalex.org/W2064186732","https://openalex.org/W2064301399","https://openalex.org/W2071636086","https://openalex.org/W2072169887","https://openalex.org/W2081940622","https://openalex.org/W2086888158","https://openalex.org/W2093895222","https://openalex.org/W2096555119","https://openalex.org/W2097959846","https://openalex.org/W2100056901","https://openalex.org/W2101797518","https://openalex.org/W2102252264","https://openalex.org/W2104199131","https://openalex.org/W2112122095","https://openalex.org/W2112621266","https://openalex.org/W2114220616","https://openalex.org/W2115098571","https://openalex.org/W2118502261","https://openalex.org/W2134332047","https://openalex.org/W2151792436","https://openalex.org/W2153947402","https://openalex.org/W2157235443","https://openalex.org/W2157963336","https://openalex.org/W2160967414","https://openalex.org/W2162445884","https://openalex.org/W2172007398","https://openalex.org/W2329290504","https://openalex.org/W2339872559","https://openalex.org/W2480680997","https://openalex.org/W2483159976","https://openalex.org/W2758978900","https://openalex.org/W2787289460","https://openalex.org/W2797790586","https://openalex.org/W3120740533","https://openalex.org/W3121539865","https://openalex.org/W4205701142","https://openalex.org/W4229903798","https://openalex.org/W4233106339","https://openalex.org/W4244582852","https://openalex.org/W4300187280","https://openalex.org/W4361868505","https://openalex.org/W6724810722"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W2055961818","https://openalex.org/W2519761320","https://openalex.org/W1574575415","https://openalex.org/W2579148721","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}