{"id":"https://openalex.org/W4253520045","doi":"https://doi.org/10.1007/978-1-4614-1353-0_4","title":"Linear Regression","display_name":"Linear Regression","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W4253520045","doi":"https://doi.org/10.1007/978-1-4614-1353-0_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4614-1353-0_4","doi":"https://doi.org/10.1007/978-1-4614-1353-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-1353-0_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210232795","display_name":"Statistics in the health sciences","issn_l":"1431-8776","issn":["1431-8776"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics for Biology and Health","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4234686673","display_name":"Regression Methods in Biostatistics"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040530822","display_name":"Eric Vittinghoff","orcid":"https://orcid.org/0000-0001-8535-0920","observed_orcids":["https://orcid.org/0000-0001-8535-0920"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Vittinghoff","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019376012","display_name":"David V. Glidden","orcid":"https://orcid.org/0000-0001-5888-1419","observed_orcids":["https://orcid.org/0000-0001-5888-1419"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David V. Glidden","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038112278","display_name":"STEPHEN C. SHIBOSKI","orcid":"https://orcid.org/0000-0002-9257-2609","observed_orcids":["https://orcid.org/0000-0002-9257-2609"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen C. Shiboski","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco, Parnassas Ave. 500 MU-420 West, 94143, San Francisco, California, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009449264","display_name":"Charles E. McCulloch","orcid":"https://orcid.org/0000-0002-1279-6179","observed_orcids":["https://orcid.org/0000-0002-1279-6179"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles E. McCulloch","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco, Berry 185 Suite 5700, 94107, San Francisco, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco, Berry 185 Suite 5700, 94107, San Francisco, California, USA","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180670191"],"apc_list":null,"apc_paid":null,"fwci":4.2024,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95861661,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.5365999937057495,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.5365999937057495,"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/T10071","display_name":"Bone health and osteoporosis research","score":0.12680000066757202,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14406","display_name":"Multidisciplinary Science and Engineering Research","score":0.1145000010728836,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-regression","display_name":"linear regression","score":0.7289999723434448},{"id":"https://openalex.org/keywords/confounding","display_name":"confounding","score":0.777999997138977},{"id":"https://openalex.org/keywords/postmenopausal-women","display_name":"postmenopausal women","score":0.7129999995231628},{"id":"https://openalex.org/keywords/bone-mineral-density","display_name":"bone mineral density","score":0.921999990940094},{"id":"https://openalex.org/keywords/exercise","display_name":"physical activity","score":0.7440000176429749},{"id":"https://openalex.org/keywords/fracture-risk","display_name":"fracture risk","score":0.6100000143051147},{"id":"https://openalex.org/keywords/ldl-cholesterol","display_name":"LDL cholesterol","score":0.7799999713897705},{"id":"https://openalex.org/keywords/cardiovascular-risk","display_name":"cardiovascular risk","score":0.7210000157356262},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"body mass index","score":0.8730000257492065},{"id":"https://openalex.org/keywords/hba1c","display_name":"HbA1c","score":0.8679999709129333}],"concepts":[{"id":"https://openalex.org/C2780221984","wikidata":"https://www.wikidata.org/wiki/Q131191","display_name":"Body mass index","level":2,"score":0.7165975570678711},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6243394017219543},{"id":"https://openalex.org/C2780586474","wikidata":"https://www.wikidata.org/wiki/Q332428","display_name":"Overweight","level":3,"score":0.5873510241508484},{"id":"https://openalex.org/C2776886416","wikidata":"https://www.wikidata.org/wiki/Q4941567","display_name":"Bone mineral","level":3,"score":0.5426377058029175},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5311680436134338},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.5246180295944214},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5036231875419617},{"id":"https://openalex.org/C50440223","wikidata":"https://www.wikidata.org/wiki/Q1475848","display_name":"Risk factor","level":2,"score":0.4835388660430908},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.4228637218475342},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.4119635820388794},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.32513728737831116},{"id":"https://openalex.org/C2776541429","wikidata":"https://www.wikidata.org/wiki/Q165328","display_name":"Osteoporosis","level":2,"score":0.24907907843589783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.061102837324142456},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4614-1353-0_4","doi":"https://doi.org/10.1007/978-1-4614-1353-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-1353-0_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210232795","display_name":"Statistics in the health sciences","issn_l":"1431-8776","issn":["1431-8776"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics for Biology and Health","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9940000176429749,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1830719945","https://openalex.org/W1971440513","https://openalex.org/W1971464691","https://openalex.org/W1973285887","https://openalex.org/W1984935883","https://openalex.org/W1988985184","https://openalex.org/W1993211119","https://openalex.org/W1997013992","https://openalex.org/W2000062521","https://openalex.org/W2003437905","https://openalex.org/W2047142410","https://openalex.org/W2084341220","https://openalex.org/W2110828409","https://openalex.org/W2113264115","https://openalex.org/W2141151762","https://openalex.org/W2142257518","https://openalex.org/W2150981991","https://openalex.org/W2155048419","https://openalex.org/W2160610058","https://openalex.org/W2165414412","https://openalex.org/W2166163519","https://openalex.org/W2264140324","https://openalex.org/W2331164908","https://openalex.org/W3016133651","https://openalex.org/W4206495155","https://openalex.org/W4300945981","https://openalex.org/W6659268071","https://openalex.org/W6723265790","https://openalex.org/W6749900284"],"related_works":["https://openalex.org/W2381421888","https://openalex.org/W2167151497","https://openalex.org/W2024643485","https://openalex.org/W65044845","https://openalex.org/W1987376869","https://openalex.org/W1967121269","https://openalex.org/W2742862131","https://openalex.org/W2007570893","https://openalex.org/W2322303430","https://openalex.org/W206032050"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-05-12T00:00:00"}