{"id":"https://openalex.org/W2162151297","doi":"https://doi.org/10.1093/bioinformatics/btv641","title":"Probabilistic models of genetic variation in structured populations applied to global human studies","display_name":"Probabilistic models of genetic variation in structured populations applied to global human studies","publication_year":2015,"publication_date":"2015-11-06","ids":{"openalex":"https://openalex.org/W2162151297","doi":"https://doi.org/10.1093/bioinformatics/btv641","mag":"2162151297","pmid":"https://pubmed.ncbi.nlm.nih.gov/26545820"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btv641","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv641","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/713/49017481/bioinformatics_32_5_713.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/713/49017481/bioinformatics_32_5_713.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030796150","display_name":"Wei Min Hao","orcid":"https://orcid.org/0000-0002-5604-8762"},"institutions":[{"id":"https://openalex.org/I4210092939","display_name":"Institute for Integrative and Experimental Genomics","ror":"https://ror.org/00fy7kr67","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092939"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wei Hao","raw_affiliation_strings":["1 Lewis-Sigler Institute for Integrative Genomics and"],"affiliations":[{"raw_affiliation_string":"1 Lewis-Sigler Institute for Integrative Genomics and","institution_ids":["https://openalex.org/I4210092939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102721211","display_name":"Minsun Song","orcid":"https://orcid.org/0000-0001-5937-8065"},"institutions":[{"id":"https://openalex.org/I4210092939","display_name":"Institute for Integrative and Experimental Genomics","ror":"https://ror.org/00fy7kr67","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092939"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Minsun Song","raw_affiliation_strings":["1 Lewis-Sigler Institute for Integrative Genomics and"],"affiliations":[{"raw_affiliation_string":"1 Lewis-Sigler Institute for Integrative Genomics and","institution_ids":["https://openalex.org/I4210092939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090871767","display_name":"John D. Storey","orcid":"https://orcid.org/0000-0001-5992-402X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210092939","display_name":"Institute for Integrative and Experimental Genomics","ror":"https://ror.org/00fy7kr67","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092939"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"John D. Storey","raw_affiliation_strings":["1 Lewis-Sigler Institute for Integrative Genomics and","2 Center for Statistics and Machine Learning, Princeton University, Princeton, NJ 08544, USA"],"affiliations":[{"raw_affiliation_string":"1 Lewis-Sigler Institute for Integrative Genomics and","institution_ids":["https://openalex.org/I4210092939"]},{"raw_affiliation_string":"2 Center for Statistics and Machine Learning, Princeton University, Princeton, NJ 08544, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030796150"],"corresponding_institution_ids":["https://openalex.org/I4210092939"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":4.9436,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.95458806,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"5","first_page":"713","last_page":"721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},"topics":[{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6765080094337463},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5255737900733948},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5243587493896484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5241544246673584},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.44650059938430786},{"id":"https://openalex.org/keywords/logit","display_name":"Logit","score":0.4211374819278717},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.41157594323158264},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3445989489555359},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29775163531303406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2614207863807678},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2434837520122528},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2270335853099823}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6765080094337463},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5255737900733948},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5243587493896484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241544246673584},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.44650059938430786},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.4211374819278717},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.41157594323158264},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3445989489555359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29775163531303406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2614207863807678},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2434837520122528},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2270335853099823},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D006801","descriptor_name":"Humans","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":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","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":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/bioinformatics/btv641","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv641","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/713/49017481/bioinformatics_32_5_713.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:26545820","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26545820","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,"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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:arXiv.org:1312.2041","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1312.2041","pdf_url":"https://arxiv.org/pdf/1312.2041","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":null,"raw_type":"text"},{"id":"pmh:oai:europepmc.org:3767183","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4795615","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:open-archive.highwire.org:bioinfo:32/5/713","is_oa":false,"landing_page_url":"http://bioinformatics.oxfordjournals.org/cgi/content/short/32/5/713","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","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":"","raw_type":"TEXT"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btv641","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv641","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/713/49017481/bioinformatics_32_5_713.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4594896442","display_name":null,"funder_award_id":"R01 HG006448","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2162151297.pdf","grobid_xml":"https://content.openalex.org/works/W2162151297.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W79084777","https://openalex.org/W138345131","https://openalex.org/W1528905581","https://openalex.org/W1568698519","https://openalex.org/W1902027874","https://openalex.org/W1967529528","https://openalex.org/W1974611538","https://openalex.org/W1982663312","https://openalex.org/W1992343460","https://openalex.org/W1997476591","https://openalex.org/W2002831105","https://openalex.org/W2004444667","https://openalex.org/W2009588715","https://openalex.org/W2010709866","https://openalex.org/W2022696262","https://openalex.org/W2041467022","https://openalex.org/W2045657877","https://openalex.org/W2046247026","https://openalex.org/W2047495447","https://openalex.org/W2047550265","https://openalex.org/W2047811252","https://openalex.org/W2050299213","https://openalex.org/W2059053558","https://openalex.org/W2059745395","https://openalex.org/W2068851900","https://openalex.org/W2072706575","https://openalex.org/W2074401519","https://openalex.org/W2079953459","https://openalex.org/W2088486634","https://openalex.org/W2097576041","https://openalex.org/W2098126593","https://openalex.org/W2099100072","https://openalex.org/W2101990354","https://openalex.org/W2107398932","https://openalex.org/W2112502754","https://openalex.org/W2116329478","https://openalex.org/W2119444539","https://openalex.org/W2121637463","https://openalex.org/W2122759946","https://openalex.org/W2125230704","https://openalex.org/W2126992918","https://openalex.org/W2128865541","https://openalex.org/W2134783591","https://openalex.org/W2135001774","https://openalex.org/W2137233414","https://openalex.org/W2138556224","https://openalex.org/W2141042406","https://openalex.org/W2150536115","https://openalex.org/W2150659672","https://openalex.org/W2155085787","https://openalex.org/W2156866331","https://openalex.org/W2162372514","https://openalex.org/W2164604006","https://openalex.org/W2171777347","https://openalex.org/W2543927862","https://openalex.org/W2885727518","https://openalex.org/W2904926823","https://openalex.org/W2953051349","https://openalex.org/W2988522900","https://openalex.org/W3099514962","https://openalex.org/W4231311503","https://openalex.org/W4254223024","https://openalex.org/W4254724204","https://openalex.org/W4292494783","https://openalex.org/W4292928781","https://openalex.org/W4298082496","https://openalex.org/W4301861531","https://openalex.org/W4302561155","https://openalex.org/W6603228185","https://openalex.org/W6652977772","https://openalex.org/W6678644043"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2345647014","https://openalex.org/W2201192772","https://openalex.org/W3136891595","https://openalex.org/W2535030201","https://openalex.org/W1964819397"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}