{"id":"https://openalex.org/W2535762654","doi":"https://doi.org/10.1080/03610918.2015.1082588","title":"Imputation of repeatedly observed multinomial variables in longitudinal surveys","display_name":"Imputation of repeatedly observed multinomial variables in longitudinal surveys","publication_year":2015,"publication_date":"2015-09-29","ids":{"openalex":"https://openalex.org/W2535762654","doi":"https://doi.org/10.1080/03610918.2015.1082588","mag":"2535762654"},"language":"en","primary_location":{"id":"doi:10.1080/03610918.2015.1082588","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2015.1082588","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://serval.unil.ch/notice/serval:BIB_274BD3B8F7C6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057599389","display_name":"Andr\u00e9 Berchtold","orcid":"https://orcid.org/0000-0002-0711-2254"},"institutions":[{"id":"https://openalex.org/I4210104882","display_name":"Institute of Social Sciences","ror":"https://ror.org/01dx39x96","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210104882"]},{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH","RS"],"is_corresponding":true,"raw_author_name":"Andr\u00e9 Berchtold","raw_affiliation_strings":["Institute of Sciences Sociales & NCCR LIVES, University of Lausanne, SSP/G\u00e9opolis, Lausanne, Switzerland","Research Group on Adolescent Health, Lausanne University Hospital & University of Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Sciences Sociales & NCCR LIVES, University of Lausanne, SSP/G\u00e9opolis, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210104882"]},{"raw_affiliation_string":"Research Group on Adolescent Health, Lausanne University Hospital & University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042532049","display_name":"Joan-Carles Sur\u0131\u0301s","orcid":"https://orcid.org/0000-0001-5570-6615"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joan-Carles Sur\u00eds","raw_affiliation_strings":["Research Group on Adolescent Health, Lausanne University Hospital & University of Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Research Group on Adolescent Health, Lausanne University Hospital & University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057599389"],"corresponding_institution_ids":["https://openalex.org/I4210104882","https://openalex.org/I97565354"],"apc_list":null,"apc_paid":null,"fwci":0.3561,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71194023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"46","issue":"4","first_page":"3267","last_page":"3283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11539","display_name":"Survey Methodology and Nonresponse","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.8752798438072205},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.8206528425216675},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6945546269416809},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.6204965114593506},{"id":"https://openalex.org/keywords/multinomial-distribution","display_name":"Multinomial distribution","score":0.616557776927948},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5651642084121704},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.48997631669044495},{"id":"https://openalex.org/keywords/observational-error","display_name":"Observational error","score":0.4254327118396759},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4243719279766083},{"id":"https://openalex.org/keywords/standard-error","display_name":"Standard error","score":0.42344382405281067},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.4190191328525543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33122768998146057}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8752798438072205},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.8206528425216675},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6945546269416809},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6204965114593506},{"id":"https://openalex.org/C192065140","wikidata":"https://www.wikidata.org/wiki/Q1147928","display_name":"Multinomial distribution","level":2,"score":0.616557776927948},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5651642084121704},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.48997631669044495},{"id":"https://openalex.org/C19619285","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Observational error","level":2,"score":0.4254327118396759},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4243719279766083},{"id":"https://openalex.org/C18747219","wikidata":"https://www.wikidata.org/wiki/Q620994","display_name":"Standard error","level":2,"score":0.42344382405281067},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.4190191328525543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33122768998146057}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/03610918.2015.1082588","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2015.1082588","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},{"id":"pmh:oai:serval.unil.ch:BIB_274BD3B8F7C6","is_oa":true,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_274BD3B8F7C6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Communications in Statistics - Simulation and Computation, vol. 46, no. 4, pp. 3267-3283","raw_type":"info:eu-repo/semantics/acceptedVersion"},{"id":"pmh:oai:iris.unil.ch:iris/102485","is_oa":true,"landing_page_url":"https://iris.unil.ch/handle/iris/102485","pdf_url":"https://iris.unil.ch/bitstreams/9c270478-c54b-4e6a-95f7-2a71a6a03d20/download","source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:serval.unil.ch:BIB_274BD3B8F7C6","is_oa":true,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_274BD3B8F7C6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Communications in Statistics - Simulation and Computation, vol. 46, no. 4, pp. 3267-3283","raw_type":"info:eu-repo/semantics/acceptedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W51725904","https://openalex.org/W138822395","https://openalex.org/W321726205","https://openalex.org/W430095691","https://openalex.org/W612972800","https://openalex.org/W1508124409","https://openalex.org/W1533867010","https://openalex.org/W1568390176","https://openalex.org/W1963654454","https://openalex.org/W1972851018","https://openalex.org/W1973907010","https://openalex.org/W1999508687","https://openalex.org/W2008599619","https://openalex.org/W2031668066","https://openalex.org/W2044758663","https://openalex.org/W2113559481","https://openalex.org/W2115098571","https://openalex.org/W2116814040","https://openalex.org/W2117853077","https://openalex.org/W2118502261","https://openalex.org/W2124181495","https://openalex.org/W2134843796","https://openalex.org/W2145166639","https://openalex.org/W2152977846","https://openalex.org/W2156267802","https://openalex.org/W2161375627","https://openalex.org/W2161414087","https://openalex.org/W2188081512","https://openalex.org/W2468279777","https://openalex.org/W2589250855","https://openalex.org/W2797808779","https://openalex.org/W2906310095","https://openalex.org/W2982590765","https://openalex.org/W3026721701","https://openalex.org/W4238324189","https://openalex.org/W4247545505","https://openalex.org/W4247938048","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2784774275","https://openalex.org/W2184978910","https://openalex.org/W1917858188","https://openalex.org/W4387723511","https://openalex.org/W2756111351","https://openalex.org/W4224244085","https://openalex.org/W3121590717","https://openalex.org/W44636601","https://openalex.org/W2473790374","https://openalex.org/W2335878678"],"abstract_inverted_index":{"It":[0],"is":[1,18],"now":[2],"a":[3,31],"standard":[4],"practice":[5],"to":[6,26,52,67,88],"replace":[7],"missing":[8],"data":[9,29],"in":[10,60,103,110],"longitudinal":[11],"surveys":[12],"with":[13],"imputed":[14],"values,":[15],"but":[16],"there":[17],"still":[19],"much":[20],"uncertainty":[21],"about":[22],"the":[23,42,46,54,57,61,69,79,100,104,111,114],"best":[24],"approach":[25],"adopt.":[27],"Using":[28],"from":[30,85],"real":[32],"survey,":[33],"we":[34],"compared":[35],"different":[36],"strategies":[37],"combining":[38],"multiple":[39],"imputation":[40,72],"and":[41,65,90,109],"chained":[43,62],"equations":[44,64],"method,":[45],"two":[47],"main":[48],"objectives":[49],"being":[50],"(1)":[51],"explore":[53],"impact":[55],"of":[56,71,78,99,107,113],"explanatory":[58],"variables":[59],"regression":[63],"(2)":[66],"study":[68],"effect":[70],"on":[73],"causality":[74],"between":[75,117],"successive":[76],"waves":[77],"survey.":[80],"Results":[81],"were":[82],"very":[83],"stable":[84],"one":[86],"simulation":[87],"another,":[89],"no":[91],"systematic":[92],"bias":[93],"did":[94],"appear.":[95],"The":[96],"critical":[97],"points":[98],"method":[101],"lied":[102],"proper":[105],"choice":[106],"covariates":[108],"respect":[112],"temporal":[115],"relation":[116],"variables.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
