{"id":"https://openalex.org/W1989170299","doi":"https://doi.org/10.1186/s12859-015-0521-4","title":"Novel genetic matching methods for handling population stratification in genome-wide association studies","display_name":"Novel genetic matching methods for handling population stratification in genome-wide association studies","publication_year":2015,"publication_date":"2015-03-13","ids":{"openalex":"https://openalex.org/W1989170299","doi":"https://doi.org/10.1186/s12859-015-0521-4","mag":"1989170299","pmid":"https://pubmed.ncbi.nlm.nih.gov/25880419"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-015-0521-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-015-0521-4","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-015-0521-4","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-015-0521-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069925256","display_name":"Andr\u00e9 Lacour","orcid":"https://orcid.org/0000-0003-2692-2583"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andr\u00e9 Lacour","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. andre.lacour@dzne.de"],"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. andre.lacour@dzne.de","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059592318","display_name":"Vitalia Sch\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vitalia Sch\u00fcller","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. schueller@imbie.meb.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. schueller@imbie.meb.uni-bonn.de","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050363951","display_name":"Dmitriy Drichel","orcid":"https://orcid.org/0000-0001-5978-3458"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dmitriy Drichel","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. dmitriy.drichel@dzne.de"],"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. dmitriy.drichel@dzne.de","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017466982","display_name":"Christine Herold","orcid":null},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christine Herold","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. christine.herold@dzne.de"],"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. christine.herold@dzne.de","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065253382","display_name":"Frank Jessen","orcid":"https://orcid.org/0000-0003-1067-2102"},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]},{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Jessen","raw_affiliation_strings":["Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. frank.jessen@ukb.uni-bonn.de","German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. frank.jessen@ukb.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. frank.jessen@ukb.uni-bonn.de","institution_ids":["https://openalex.org/I2799391451"]},{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. frank.jessen@ukb.uni-bonn.de","institution_ids":["https://openalex.org/I2801533059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109234373","display_name":"Markus Leber","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093117","display_name":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie","ror":"https://ror.org/00hyd8090","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4210093117"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Leber","raw_affiliation_strings":["Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. leber@imbie.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. leber@imbie.uni-bonn.de","institution_ids":["https://openalex.org/I4210093117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112737101","display_name":"Wolfgang Maier","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Maier","raw_affiliation_strings":["Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. wolfgang.maier@ukb.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. wolfgang.maier@ukb.uni-bonn.de","institution_ids":["https://openalex.org/I2799391451","https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107835709","display_name":"Markus M. N\u00f6ethen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164436","display_name":"Life & Brain (Germany)","ror":"https://ror.org/05h6av881","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210164436"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus M Noethen","raw_affiliation_strings":["Institut f\u00fcr Humangenetik and Life & Brain Center, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. markus.noethen@uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Humangenetik and Life & Brain Center, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. markus.noethen@uni-bonn.de","institution_ids":["https://openalex.org/I4210164436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031173940","display_name":"Alfredo Ram\u0131\u0301rez","orcid":"https://orcid.org/0000-0003-4991-763X"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alfredo Ramirez","raw_affiliation_strings":["Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. alfredo.ramirez@ukb.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Abteilung f\u00fcr Psychiatrie und Psychotherapie, Universit\u00e4tsklinikum Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. alfredo.ramirez@ukb.uni-bonn.de","institution_ids":["https://openalex.org/I2799391451","https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082030411","display_name":"Tatsiana Vaitsiakhovich","orcid":"https://orcid.org/0009-0001-0227-0827"},"institutions":[{"id":"https://openalex.org/I4210093117","display_name":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie","ror":"https://ror.org/00hyd8090","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4210093117"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tatsiana Vaitsiakhovich","raw_affiliation_strings":["Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. vait@imbie.uni-bonn.de"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. vait@imbie.uni-bonn.de","institution_ids":["https://openalex.org/I4210093117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018835914","display_name":"Tim Becker","orcid":"https://orcid.org/0000-0002-6573-1109"},"institutions":[{"id":"https://openalex.org/I2801533059","display_name":"German Center for Neurodegenerative Diseases","ror":"https://ror.org/043j0f473","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801533059","https://openalex.org/I4405256427"]},{"id":"https://openalex.org/I4210093117","display_name":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie","ror":"https://ror.org/00hyd8090","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4210093117"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim Becker","raw_affiliation_strings":["German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. tim.becker@dzne.de","Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. tim.becker@dzne.de"],"affiliations":[{"raw_affiliation_string":"German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Str. 25, Bonn, 53127, Germany. tim.becker@dzne.de","institution_ids":["https://openalex.org/I2801533059"]},{"raw_affiliation_string":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie, Universit\u00e4t Bonn, Sigmund-Freud-Str. 25, Bonn, 53127, Germany. tim.becker@dzne.de","institution_ids":["https://openalex.org/I4210093117"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5069925256"],"corresponding_institution_ids":["https://openalex.org/I2801533059"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.2359,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82163316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"84","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9995999932289124,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9995999932289124,"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":0.9991000294685364,"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.9991000294685364,"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/population-stratification","display_name":"Population stratification","score":0.8421053290367126},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.6886225938796997},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.6250448226928711},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5743696093559265},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.5349131226539612},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4891708195209503},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4611527919769287},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42734256386756897},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.41132259368896484},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.3530937433242798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3373120427131653},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3286893665790558},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.21736624836921692},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2074379026889801},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1837274730205536},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.1755925714969635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12570416927337646},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.11672279238700867}],"concepts":[{"id":"https://openalex.org/C166976648","wikidata":"https://www.wikidata.org/wiki/Q7229824","display_name":"Population stratification","level":5,"score":0.8421053290367126},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.6886225938796997},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.6250448226928711},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5743696093559265},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.5349131226539612},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4891708195209503},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4611527919769287},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42734256386756897},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.41132259368896484},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.3530937433242798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3373120427131653},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3286893665790558},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.21736624836921692},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2074379026889801},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1837274730205536},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.1755925714969635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12570416927337646},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.11672279238700867},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044382","descriptor_name":"Population Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044382","descriptor_name":"Population Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044382","descriptor_name":"Population Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-015-0521-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-015-0521-4","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-015-0521-4","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:25880419","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25880419","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pub.dzne.de:137838","is_oa":true,"landing_page_url":"https://pub.dzne.de/record/137838","pdf_url":null,"source":{"id":"https://openalex.org/S7407051172","display_name":"DZNE Pub","issn_l":null,"issn":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC bioinformatics 16(1), 84 (2015). doi:10.1186/s12859-015-0521-4","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4367953","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4367953","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-015-0521-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-015-0521-4","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-015-0521-4","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2391234347","display_name":"Verbundprojekt: Genomnetz Umweltbedingte Erkrankungen: adaptive Immunit\u00e4t","funder_award_id":"01GS0814","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5398132153","display_name":null,"funder_award_id":"DFG grant","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6226667535","display_name":null,"funder_award_id":"01GS08144","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1989170299.pdf","grobid_xml":"https://content.openalex.org/works/W1989170299.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1608693905","https://openalex.org/W1970772182","https://openalex.org/W1974942389","https://openalex.org/W1975801805","https://openalex.org/W1980168725","https://openalex.org/W1980991473","https://openalex.org/W1984056503","https://openalex.org/W1995389224","https://openalex.org/W2000231790","https://openalex.org/W2004026774","https://openalex.org/W2008047653","https://openalex.org/W2009588715","https://openalex.org/W2009688407","https://openalex.org/W2009766041","https://openalex.org/W2021920934","https://openalex.org/W2033151532","https://openalex.org/W2047923046","https://openalex.org/W2056866499","https://openalex.org/W2063655230","https://openalex.org/W2064867029","https://openalex.org/W2066669827","https://openalex.org/W2068135320","https://openalex.org/W2071128523","https://openalex.org/W2072706575","https://openalex.org/W2080873675","https://openalex.org/W2082113221","https://openalex.org/W2087546077","https://openalex.org/W2088486634","https://openalex.org/W2089135468","https://openalex.org/W2096791516","https://openalex.org/W2097902492","https://openalex.org/W2098126593","https://openalex.org/W2100941248","https://openalex.org/W2104093114","https://openalex.org/W2111431099","https://openalex.org/W2113381189","https://openalex.org/W2115779804","https://openalex.org/W2116329478","https://openalex.org/W2119444539","https://openalex.org/W2120029762","https://openalex.org/W2123466824","https://openalex.org/W2124441337","https://openalex.org/W2134036574","https://openalex.org/W2141461755","https://openalex.org/W2149342630","https://openalex.org/W2150092391","https://openalex.org/W2153800710","https://openalex.org/W2156220037","https://openalex.org/W2156676902","https://openalex.org/W2157010141","https://openalex.org/W2157752701","https://openalex.org/W2159790697","https://openalex.org/W2161633633","https://openalex.org/W2163318198","https://openalex.org/W2169632325","https://openalex.org/W2171376635","https://openalex.org/W2222512263","https://openalex.org/W2294798173","https://openalex.org/W2303043072","https://openalex.org/W2330813625","https://openalex.org/W2467020497","https://openalex.org/W4239749705"],"related_works":["https://openalex.org/W1824963049","https://openalex.org/W2092985543","https://openalex.org/W2111842731","https://openalex.org/W2120483845","https://openalex.org/W2066467839","https://openalex.org/W2594299395","https://openalex.org/W2773587892","https://openalex.org/W2888432148","https://openalex.org/W2170506381","https://openalex.org/W2765794416"],"abstract_inverted_index":{"Matching":[0],"methods":[1],"provide":[2],"an":[3],"alternative":[4],"handling":[5],"of":[6,36],"confounding":[7],"due":[8],"to":[9,20,34],"population":[10],"stratification":[11],"for":[12,15],"statistical":[13],"tests":[14],"which":[16],"covariates":[17],"are":[18],"hard":[19],"model.":[21],"As":[22],"a":[23],"benchmark,":[24],"we":[25],"show":[26],"that":[27],"our":[28],"matching":[29],"framework":[30],"performs":[31],"equally":[32],"well":[33],"state":[35],"the":[37],"art":[38],"models":[39],"on":[40],"common":[41],"variants.":[42]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
