{"id":"https://openalex.org/W2346754386","doi":"https://doi.org/10.1038/srep25156","title":"Learning Bayesian Networks from Correlated Data","display_name":"Learning Bayesian Networks from Correlated Data","publication_year":2016,"publication_date":"2016-05-05","ids":{"openalex":"https://openalex.org/W2346754386","doi":"https://doi.org/10.1038/srep25156","mag":"2346754386","pmid":"https://pubmed.ncbi.nlm.nih.gov/27146517","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4857179"},"language":"en","primary_location":{"id":"doi:10.1038/srep25156","doi":"https://doi.org/10.1038/srep25156","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep25156","pdf_url":"https://www.nature.com/articles/srep25156.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/srep25156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102968351","display_name":"Harold T. Bae","orcid":"https://orcid.org/0000-0003-2219-3969","observed_orcids":["https://orcid.org/0000-0003-2219-3969"]},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Harold Bae","raw_affiliation_strings":["Oregon State University, College of Public Health and Human Sciences, Corvallis, 97331, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oregon State University, College of Public Health and Human Sciences, Corvallis, 97331, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081435946","display_name":"Stefano Monti","orcid":"https://orcid.org/0000-0002-9376-0660","observed_orcids":["https://orcid.org/0000-0002-9376-0660"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Monti","raw_affiliation_strings":["Boston University, Department of Medicine, Boston, 02118, USA","Department of Medicine, Boston University, Boston, 02118, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University, Department of Medicine, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Medicine, Boston University, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005213263","display_name":"Monty A Montano","orcid":"https://orcid.org/0000-0001-8738-2838","observed_orcids":["https://orcid.org/0000-0001-8738-2838"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monty Montano","raw_affiliation_strings":["Harvard Medical School, Department of Medicine, Boston, 02115, USA","Department of Medicine, Harvard Medical School, Boston, 02115, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Department of Medicine, Boston, 02115, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Medicine, Harvard Medical School, Boston, 02115, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065128454","display_name":"Martin H. Steinberg","orcid":"https://orcid.org/0000-0001-8800-8020","observed_orcids":["https://orcid.org/0000-0001-8800-8020"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin H. Steinberg","raw_affiliation_strings":["Boston University, Department of Medicine, Boston, 02118, USA","Department of Medicine, Boston University, Boston, 02118, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University, Department of Medicine, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Medicine, Boston University, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031579243","display_name":"Thomas T. Perls","orcid":"https://orcid.org/0000-0002-2492-4334","observed_orcids":["https://orcid.org/0000-0002-2492-4334","https://orcid.org/0000-0003-1545-1720"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas T. Perls","raw_affiliation_strings":["Boston University, Department of Medicine, Boston, 02118, USA","Department of Medicine, Boston University, Boston, 02118, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University, Department of Medicine, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Medicine, Boston University, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003627453","display_name":"Paola Sebastiani B","orcid":"https://orcid.org/0000-0001-6419-1545","observed_orcids":["https://orcid.org/0000-0001-6419-1545"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paola Sebastiani","raw_affiliation_strings":["Boston University, Department of Biostatistics, Boston, 02118, USA","Department of Biostatistics, Boston University, Boston, 02118, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University, Department of Biostatistics, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Biostatistics, Boston University, Boston, 02118, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102968351"],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":2.7446,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.91173712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"25156","last_page":"25156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9984999895095825,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.0006000000284984708,"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/T10136","display_name":"Statistical Methods and Inference","score":9.999999747378752e-05,"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/bayesian-network-structure-learning","display_name":"Bayesian network structure learning","score":0.7900000214576721},{"id":"https://openalex.org/keywords/bayesian-network-parameter-learning","display_name":"Bayesian network parameter learning","score":0.9240000247955322},{"id":"https://openalex.org/keywords/correlated-data","display_name":"correlated data","score":0.8790000081062317},{"id":"https://openalex.org/keywords/cluster-sampling","display_name":"cluster sampling","score":0.878000020980835},{"id":"https://openalex.org/keywords/random-effects","display_name":"random effects","score":0.902999997138977},{"id":"https://openalex.org/keywords/type-i-error-rate","display_name":"type I error rate","score":0.8059999942779541},{"id":"https://openalex.org/keywords/family-studies","display_name":"family studies","score":0.6589999794960022},{"id":"https://openalex.org/keywords/human-longevity","display_name":"human longevity","score":0.9309999942779541},{"id":"https://openalex.org/keywords/sickle-cell-disease","display_name":"sickle cell disease","score":0.8569999933242798}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7248919606208801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6160237789154053},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.6083189249038696},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5597794055938721},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.49330344796180725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4831532835960388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4747393727302551},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.46195128560066223},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.4321977198123932},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4044477343559265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3498879671096802},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.27210915088653564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24206089973449707},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000755","descriptor_name":"Anemia, Sickle Cell","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008017","descriptor_name":"Life Expectancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1038/srep25156","doi":"https://doi.org/10.1038/srep25156","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep25156","pdf_url":"https://www.nature.com/articles/srep25156.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4857179","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4857179","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:27146517","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27146517","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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:dash.harvard.edu:1/27320291","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:27320291","pdf_url":null,"source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1038/srep25156","doi":"https://doi.org/10.1038/srep25156","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep25156","pdf_url":"https://www.nature.com/articles/srep25156.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.504800021648407,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1233934336","display_name":null,"funder_award_id":"AG 023122","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2271988818","display_name":"Long Life Family Study: Boston Field Center","funder_award_id":"U01AG023755","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2501983123","display_name":"Effect of non genetic factors on genetic signatures of complex traits","funder_award_id":"R21HL114237","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5944664386","display_name":"Interdisciplinary Training for Biostatisticians","funder_award_id":"T32GM074905","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G9000919024","display_name":"Longevity Consortium","funder_award_id":"U19AG023122","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G927875252","display_name":"Long Life Family Study: Columbia University","funder_award_id":"U01AG023749","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"}],"funders":[{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2346754386.pdf","grobid_xml":"https://content.openalex.org/works/W2346754386.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W569617580","https://openalex.org/W1514587894","https://openalex.org/W1517993545","https://openalex.org/W1569309546","https://openalex.org/W1615454278","https://openalex.org/W1967495697","https://openalex.org/W1968389882","https://openalex.org/W1981691757","https://openalex.org/W1985420066","https://openalex.org/W1985497040","https://openalex.org/W2003750542","https://openalex.org/W2004277545","https://openalex.org/W2008906462","https://openalex.org/W2014581807","https://openalex.org/W2019963883","https://openalex.org/W2028197440","https://openalex.org/W2054244999","https://openalex.org/W2067579664","https://openalex.org/W2072372077","https://openalex.org/W2074586297","https://openalex.org/W2075651107","https://openalex.org/W2078120857","https://openalex.org/W2096916467","https://openalex.org/W2099800366","https://openalex.org/W2109643174","https://openalex.org/W2117007075","https://openalex.org/W2124283048","https://openalex.org/W2129418664","https://openalex.org/W2135443322","https://openalex.org/W2145126557","https://openalex.org/W2146585970","https://openalex.org/W2149860264","https://openalex.org/W2155820566","https://openalex.org/W2157367015","https://openalex.org/W2167826316","https://openalex.org/W2330192890","https://openalex.org/W2397866408","https://openalex.org/W2611370172","https://openalex.org/W4205546418","https://openalex.org/W4254014359","https://openalex.org/W4388323696"],"related_works":["https://openalex.org/W2894133878","https://openalex.org/W1992191476","https://openalex.org/W1482911759","https://openalex.org/W7097022190","https://openalex.org/W7097499836","https://openalex.org/W2339688260","https://openalex.org/W6989552324","https://openalex.org/W2312100692","https://openalex.org/W2110275824","https://openalex.org/W7099442774"],"abstract_inverted_index":{"Bayesian":[0,27,78],"networks":[1,28,79],"are":[2,22,43],"probabilistic":[3],"models":[4],"that":[5,51,80],"represent":[6],"complex":[7],"distributions":[8],"in":[9,18,121],"a":[10,30,74,137,153],"modular":[11],"way":[12],"and":[13,35,60,91,97,117,129,140],"have":[14],"become":[15],"very":[16],"popular":[17],"many":[19,23,40],"fields.":[20],"There":[21],"methods":[24],"to":[25,84],"build":[26],"from":[29,100,136,152],"random":[31,82],"sample":[32,89],"of":[33,48,68,77,127,143,148],"independent":[34],"identically":[36],"distributed":[37],"observations.":[38],"However,":[39],"observational":[41],"studies":[42],"designed":[44],"using":[45,115],"some":[46],"form":[47],"clustered":[49],"sampling":[50],"introduces":[52],"correlations":[53],"between":[54],"observations":[55],"within":[56,88],"the":[57,66,86,105,119],"same":[58],"cluster":[59],"ignoring":[61],"this":[62],"correlation":[63,87],"typically":[64],"inflates":[65],"rate":[67],"false":[69],"positive":[70],"associations.":[71],"We":[72,110],"describe":[73],"novel":[75],"parameterization":[76],"uses":[81],"effects":[83],"model":[85],"units":[90],"can":[92],"be":[93],"used":[94],"for":[95,146],"structure":[96],"parameter":[98],"learning":[99,113],"correlated":[101],"data":[102],"without":[103],"inflating":[104],"Type":[106],"I":[107],"error":[108],"rate.":[109],"compare":[111],"different":[112],"metrics":[114],"simulations":[116],"illustrate":[118],"method":[120],"two":[122],"real":[123],"examples:":[124],"an":[125,141],"analysis":[126],"genetic":[128],"non-genetic":[130],"factors":[131,145],"associated":[132],"with":[133,156],"human":[134],"longevity":[135],"family-based":[138],"study,":[139],"example":[142],"risk":[144],"complications":[147],"sickle":[149],"cell":[150],"anemia":[151],"longitudinal":[154],"study":[155],"repeated":[157],"measures.":[158]},"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":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
