{"id":"https://openalex.org/W2004277545","doi":"https://doi.org/10.1177/0962280212445834","title":"The analysis of multivariate longitudinal data: A review","display_name":"The analysis of multivariate longitudinal data: A review","publication_year":2012,"publication_date":"2012-04-20","ids":{"openalex":"https://openalex.org/W2004277545","doi":"https://doi.org/10.1177/0962280212445834","mag":"2004277545","pmid":"https://pubmed.ncbi.nlm.nih.gov/22523185","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/3404254"},"language":"en","primary_location":{"id":"doi:10.1177/0962280212445834","doi":"https://doi.org/10.1177/0962280212445834","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0962280212445834","pdf_url":null,"source":{"id":"https://openalex.org/S150263959","display_name":"Statistical Methods in Medical Research","issn_l":"0962-2802","issn":["0962-2802","1477-0334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Methods in Medical Research","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://europepmc.org/articles/PMC3404254","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012712033","display_name":"Geert N. Verbeke","orcid":"https://orcid.org/0000-0001-8430-7576","observed_orcids":["https://orcid.org/0000-0001-8430-7576"]},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Geert Verbeke","raw_affiliation_strings":["Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium","Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Universiteit Hasselt, B-3590 Diepenbeek, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Universiteit Hasselt, B-3590 Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019240012","display_name":"Steffen Fieuws","orcid":"https://orcid.org/0000-0002-6875-8366","observed_orcids":["https://orcid.org/0000-0002-6875-8366"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Steffen Fieuws","raw_affiliation_strings":["Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040115712","display_name":"Geert Molenberghs","orcid":"https://orcid.org/0000-0002-6453-5448","observed_orcids":["https://orcid.org/0000-0002-6453-5448","https://orcid.org/0000-0001-8430-7576"]},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Geert Molenberghs","raw_affiliation_strings":["Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium","Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Universiteit Hasselt, B-3590 Diepenbeek, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Katholieke Universiteit Leuven, B-3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Universiteit Hasselt, B-3590 Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006102391","display_name":"Marie Davidian","orcid":"https://orcid.org/0000-0002-9202-6341","observed_orcids":["https://orcid.org/0000-0002-9202-6341"]},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marie Davidian","raw_affiliation_strings":["Department of Statistics, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012712033"],"corresponding_institution_ids":["https://openalex.org/I878454856","https://openalex.org/I99464096"],"apc_list":{"value":4400,"currency":"USD","value_usd":4400},"apc_paid":null,"fwci":1.3192,"has_fulltext":false,"cited_by_count":304,"citation_normalized_percentile":{"value":0.80508475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"23","issue":"1","first_page":"42","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9976000189781189,"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":0.9976000189781189,"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/T13141","display_name":"Statistical Methods and Applications","score":0.0003000000142492354,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.0003000000142492354,"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/multivariate-longitudinal-data","display_name":"multivariate longitudinal data","score":0.996999979019165},{"id":"https://openalex.org/keywords/joint-modeling","display_name":"joint modeling","score":0.6690000295639038},{"id":"https://openalex.org/keywords/multiple-outcomes","display_name":"multiple outcomes","score":0.6600000262260437},{"id":"https://openalex.org/keywords/repeated-measures","display_name":"repeated measures","score":0.6349999904632568},{"id":"https://openalex.org/keywords/longitudinal-experiment","display_name":"longitudinal experiment","score":0.6809999942779541},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.45899999141693115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.688636302947998},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6532617211341858},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.6384056210517883},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.49342814087867737},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4893278479576111},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.4764668941497803},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4328409731388092},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42549705505371094},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3744991421699524},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34790289402008057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32785195112228394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3013072609901428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2846824526786804},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19340986013412476},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[{"descriptor_ui":"D006309","descriptor_name":"Hearing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1177/0962280212445834","doi":"https://doi.org/10.1177/0962280212445834","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0962280212445834","pdf_url":null,"source":{"id":"https://openalex.org/S150263959","display_name":"Statistical Methods in Medical Research","issn_l":"0962-2802","issn":["0962-2802","1477-0334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Methods in Medical Research","raw_type":"journal-article"},{"id":"pmid:22523185","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22523185","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical methods in medical research","raw_type":"Journal Article"},{"id":"pmid:28054505","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28054505","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical methods in medical research","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:2791318","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3404254","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3404254","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3404254","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Stat Methods Med Res","raw_type":"Text"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/14735","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/14735","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/364532","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22523185","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Statistical Methods in Medical Research, vol. 23 (1), (42-59)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:2791318","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3404254","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2886916594","display_name":"Flexible Statistical Methods for Biomedical Data","funder_award_id":"R01CA085848","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G384932468","display_name":"Statistical Methods for AIDS Clinical Trials","funder_award_id":"R37AI031789","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G4718744824","display_name":"Statistical Methods for Cancer Clinical Trials","funder_award_id":"P01CA142538","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337355","display_name":"National Institute of Allergy and Infectious Diseases","ror":"https://ror.org/043z4tv69"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W93160763","https://openalex.org/W177281196","https://openalex.org/W319146742","https://openalex.org/W1003920420","https://openalex.org/W1526182533","https://openalex.org/W1570294720","https://openalex.org/W1968685950","https://openalex.org/W1969672258","https://openalex.org/W1971086176","https://openalex.org/W1973677182","https://openalex.org/W1978894823","https://openalex.org/W1980316423","https://openalex.org/W1980911127","https://openalex.org/W1983099233","https://openalex.org/W1983954912","https://openalex.org/W1986866172","https://openalex.org/W1989383115","https://openalex.org/W1991705432","https://openalex.org/W1993495146","https://openalex.org/W1996611360","https://openalex.org/W2002993332","https://openalex.org/W2003012776","https://openalex.org/W2007660207","https://openalex.org/W2010453346","https://openalex.org/W2011981966","https://openalex.org/W2014581807","https://openalex.org/W2015668929","https://openalex.org/W2016083062","https://openalex.org/W2018093763","https://openalex.org/W2021312236","https://openalex.org/W2021352627","https://openalex.org/W2023108672","https://openalex.org/W2023714089","https://openalex.org/W2027023894","https://openalex.org/W2030769837","https://openalex.org/W2030953793","https://openalex.org/W2032927783","https://openalex.org/W2035302067","https://openalex.org/W2035971761","https://openalex.org/W2038433031","https://openalex.org/W2038694923","https://openalex.org/W2040805429","https://openalex.org/W2045882821","https://openalex.org/W2047238473","https://openalex.org/W2048453361","https://openalex.org/W2051318578","https://openalex.org/W2052819388","https://openalex.org/W2055256045","https://openalex.org/W2056883378","https://openalex.org/W2058369607","https://openalex.org/W2062329186","https://openalex.org/W2063212164","https://openalex.org/W2067042195","https://openalex.org/W2072221629","https://openalex.org/W2072582001","https://openalex.org/W2077527474","https://openalex.org/W2078635839","https://openalex.org/W2078791136","https://openalex.org/W2078803030","https://openalex.org/W2079257116","https://openalex.org/W2079482660","https://openalex.org/W2081325602","https://openalex.org/W2082246284","https://openalex.org/W2085774183","https://openalex.org/W2086696611","https://openalex.org/W2087638772","https://openalex.org/W2094075638","https://openalex.org/W2097233061","https://openalex.org/W2100109750","https://openalex.org/W2117154152","https://openalex.org/W2119436275","https://openalex.org/W2121135683","https://openalex.org/W2124295641","https://openalex.org/W2126074132","https://openalex.org/W2128034658","https://openalex.org/W2137658110","https://openalex.org/W2138507393","https://openalex.org/W2139718926","https://openalex.org/W2142710921","https://openalex.org/W2145816995","https://openalex.org/W2148236249","https://openalex.org/W2149860264","https://openalex.org/W2154325203","https://openalex.org/W2163646519","https://openalex.org/W2167838035","https://openalex.org/W2169819684","https://openalex.org/W2172119036","https://openalex.org/W2316549267","https://openalex.org/W2330413962","https://openalex.org/W2478752836","https://openalex.org/W2497650236","https://openalex.org/W2500565454","https://openalex.org/W2521248647","https://openalex.org/W2552605897","https://openalex.org/W2907233437","https://openalex.org/W4241571656","https://openalex.org/W4254218257","https://openalex.org/W4285719527","https://openalex.org/W4289257688","https://openalex.org/W4300157606","https://openalex.org/W4388319941"],"related_works":["https://openalex.org/W2077527474","https://openalex.org/W2500565454","https://openalex.org/W2122566956","https://openalex.org/W2111793063","https://openalex.org/W4401592608","https://openalex.org/W2155730903","https://openalex.org/W4250334121","https://openalex.org/W7097356066","https://openalex.org/W6957906897","https://openalex.org/W2575377510"],"abstract_inverted_index":{"Longitudinal":[0],"experiments":[1],"often":[2],"involve":[3],"multiple":[4],"outcomes":[5,24],"measured":[6],"repeatedly":[7],"within":[8],"a":[9,33,46],"set":[10],"of":[11,36,38,48,75],"study":[12],"participants.":[13],"While":[14],"many":[15,50],"questions":[16,27],"can":[17,28],"be":[18,30,62,69],"answered":[19,31],"by":[20],"modeling":[21],"the":[22,49,54,76,82],"various":[23],"separately,":[25],"some":[26],"only":[29],"in":[32,53],"joint":[34],"analysis":[35],"all":[37],"them.":[39],"In":[40],"this":[41],"article,":[42],"we":[43],"will":[44,61,68],"present":[45],"review":[47],"approaches":[51],"proposed":[52],"statistical":[55],"literature.":[56],"Four":[57],"main":[58],"model":[59],"families":[60],"presented,":[63],"discussed":[64],"and":[65,73],"compared.":[66],"Focus":[67],"on":[70,81],"presenting":[71],"advantages":[72],"disadvantages":[74],"different":[77],"models":[78],"rather":[79],"than":[80],"mathematical":[83],"or":[84],"computational":[85],"details.":[86]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
