{"id":"https://openalex.org/W2046996604","doi":"https://doi.org/10.1002/gepi.20285","title":"Model selection and Bayesian methods in statistical genetics: Summary of Group 11 contributions to Genetic Analysis Workshop 15","display_name":"Model selection and Bayesian methods in statistical genetics: Summary of Group 11 contributions to Genetic Analysis Workshop 15","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2046996604","doi":"https://doi.org/10.1002/gepi.20285","mag":"2046996604","pmid":"https://pubmed.ncbi.nlm.nih.gov/18046760"},"language":"en","primary_location":{"id":"doi:10.1002/gepi.20285","doi":"https://doi.org/10.1002/gepi.20285","is_oa":false,"landing_page_url":"https://doi.org/10.1002/gepi.20285","pdf_url":null,"source":{"id":"https://openalex.org/S136352176","display_name":"Genetic Epidemiology","issn_l":"0741-0395","issn":["0741-0395","1098-2272"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic Epidemiology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Model_selection_and_Bayesian_methods_in_statistical_genetics_summary_of_group_11_contributions_to_Genetic_Analysis_Workshop_15/22886054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087463136","display_name":"Michael D. Swartz","orcid":"https://orcid.org/0000-0003-3953-8775","observed_orcids":["https://orcid.org/0000-0003-3953-8775"]},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael D. Swartz","raw_affiliation_strings":["Department of Epidemiology, University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. mdswartz@mdanderson.org","University of Texas, M. D. Anderson Cancer Center, Houston, Texas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. mdswartz@mdanderson.org","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"University of Texas, M. D. Anderson Cancer Center, Houston, Texas","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021077470","display_name":"Duncan C. Thomas","orcid":"https://orcid.org/0000-0002-6040-8804","observed_orcids":["https://orcid.org/0000-0002-6040-8804"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duncan C. Thomas","raw_affiliation_strings":["University of Southern California, Los Angeles, California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114070430","display_name":"E. Warwick Daw","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Warwick Daw","raw_affiliation_strings":["Washington University School of Medicine, Saint Louis, Missouri"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University School of Medicine, Saint Louis, Missouri","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":null,"display_name":"on behalf of Group 11","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"on behalf of Group 11","raw_affiliation_strings":["A complete list of Group 11 primary contributing authors is given in Acknowledgement section"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A complete list of Group 11 primary contributing authors is given in Acknowledgement section","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087463136"],"corresponding_institution_ids":["https://openalex.org/I1343551460"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":0.5357,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68182605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":"S1","first_page":"S96","last_page":"S102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.7455999851226807,"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":0.7455999851226807,"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":0.16670000553131104,"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/T10136","display_name":"Statistical Methods and Inference","score":0.032499998807907104,"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/model-selection","display_name":"model selection","score":0.9869999885559082},{"id":"https://openalex.org/keywords/bayesian-analysis","display_name":"Bayesian analysis","score":0.5979999899864197},{"id":"https://openalex.org/keywords/genetic-mapping","display_name":"gene mapping","score":0.7509999871253967},{"id":"https://openalex.org/keywords/stochastic-search-variable-selection","display_name":"stochastic search variable selection","score":0.8730000257492065},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8080000281333923},{"id":"https://openalex.org/keywords/linkage-analysis","display_name":"linkage analysis","score":0.7080000042915344},{"id":"https://openalex.org/keywords/mode-of-inheritance","display_name":"mode of inheritance","score":0.8610000014305115},{"id":"https://openalex.org/keywords/genetic-markers","display_name":"genetic markers","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6940909028053284},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.622043251991272},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.48100265860557556},{"id":"https://openalex.org/C555299818","wikidata":"https://www.wikidata.org/wiki/Q15709513","display_name":"Statistical genetics","level":5,"score":0.44878482818603516},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.44057974219322205},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4290485382080078},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4283347427845001},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3722580373287201},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.37123703956604004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35142582654953003},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22301200032234192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21077916026115417},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.10036808252334595},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.07837659120559692},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.06440335512161255},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.05938577651977539},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[{"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":"D008040","descriptor_name":"Genetic Linkage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1002/gepi.20285","doi":"https://doi.org/10.1002/gepi.20285","is_oa":false,"landing_page_url":"https://doi.org/10.1002/gepi.20285","pdf_url":null,"source":{"id":"https://openalex.org/S136352176","display_name":"Genetic Epidemiology","issn_l":"0741-0395","issn":["0741-0395","1098-2272"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic Epidemiology","raw_type":"journal-article"},{"id":"pmid:18046760","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18046760","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":"Genetic epidemiology","raw_type":"Journal Article"},{"id":"pmh:oai:ecite.utas.edu.au:73591","doi":null,"is_oa":false,"landing_page_url":"http://ecite.utas.edu.au/73591","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Article"},{"id":"pmh:oai:figshare.com:article/22886054","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Model_selection_and_Bayesian_methods_in_statistical_genetics_summary_of_group_11_contributions_to_Genetic_Analysis_Workshop_15/22886054","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22886054","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Model_selection_and_Bayesian_methods_in_statistical_genetics_summary_of_group_11_contributions_to_Genetic_Analysis_Workshop_15/22886054","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7900000214576721}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1573156647","display_name":"Bayesian Hierarchical Risk Models: Nutrition, Genes, & Environment Interactions","funder_award_id":"1k07ca123109-01a1","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7892654806","display_name":null,"funder_award_id":"1K07 CA 123109-01","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G8497463034","display_name":"M.D. Anderson Education Program in Cancer Prevention","funder_award_id":"R25CA057730","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1594031697","https://openalex.org/W1666386643","https://openalex.org/W1968103805","https://openalex.org/W1973325935","https://openalex.org/W1979090539","https://openalex.org/W1981829720","https://openalex.org/W1997924543","https://openalex.org/W2001845805","https://openalex.org/W2007069447","https://openalex.org/W2010111480","https://openalex.org/W2013535617","https://openalex.org/W2015982595","https://openalex.org/W2033900415","https://openalex.org/W2034755215","https://openalex.org/W2045914168","https://openalex.org/W2062505927","https://openalex.org/W2067245109","https://openalex.org/W2089763487","https://openalex.org/W2096351201","https://openalex.org/W2101791172","https://openalex.org/W2115335486","https://openalex.org/W2119795709","https://openalex.org/W2122976013","https://openalex.org/W2126419395","https://openalex.org/W2154201415","https://openalex.org/W2167237900","https://openalex.org/W2911964244","https://openalex.org/W2917873343","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W2097758663","https://openalex.org/W3025718252","https://openalex.org/W2096602033","https://openalex.org/W2077801338","https://openalex.org/W2002539744","https://openalex.org/W7098134858","https://openalex.org/W2143544939","https://openalex.org/W2043187447","https://openalex.org/W2796626704","https://openalex.org/W2128086182"],"abstract_inverted_index":{"The":[0],"research":[1],"presented":[2],"in":[3,78,122,154],"group":[4,142,145],"11":[5],"of":[6,37,39,46,56,64,100,110,115,118,129,135,150,156,163],"the":[7,40,60,65,106,139,148,161],"Genetic":[8],"Analysis":[9],"Workshop":[10],"15":[11],"(GAW15)":[12],"falls":[13],"into":[14,59],"two":[15],"major":[16],"themes:":[17],"Model":[18],"selection":[19,69,108,165],"approaches":[20],"for":[21,48,86,166],"gene":[22,167],"mapping":[23],"(both":[24],"Bayesian":[25,30],"and":[26,28,132,159],"Frequentist);":[27],"other":[29,130],"methods.":[31],"These":[32,144],"methods":[33,70,119,131],"either":[34],"allow":[35,54],"relaxation":[36],"some":[38],"common":[41],"assumptions,":[42],"such":[43],"as":[44,84,105],"mode":[45],"inheritance,":[47],"studying":[49],"complicated":[50],"genetic":[51,80,152],"systems,":[52],"or":[53,90],"incorporation":[55],"additional":[57],"information":[58],"model.":[61],"Over":[62],"half":[63],"groups":[66,97],"applied":[67],"model":[68,107,157],"on":[71],"all":[72],"three":[73],"data":[74],"sets,":[75],"using":[76],"models":[77],"which":[79],"markers":[81],"were":[82],"used":[83],"predictors":[85],"linkage,":[87],"phenotype":[88],"expression,":[89],"transmission":[91],"to":[92,138],"an":[93],"affected":[94],"offspring.":[95],"Most":[96],"employed":[98],"variations":[99],"Stochastic":[101],"Search":[102],"Variable":[103],"Selection":[104],"method":[109],"choice.":[111],"A":[112],"brief":[113],"review":[114],"this":[116,123],"class":[117],"is":[120],"given":[121],"summary":[124],"paper,":[125],"followed":[126],"by":[127],"highlights":[128],"overall":[133],"summaries":[134],"each":[136],"contribution":[137],"GAW15":[140],"presentation":[141],"11.":[143],"contributions":[146],"exhibit":[147],"value":[149],"framing":[151],"problems":[153],"terms":[155],"selection,":[158],"highlight":[160],"impact":[162],"variable":[164],"mapping.":[168]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2016-06-24T00:00:00"}
