{"id":"https://openalex.org/W2106433966","doi":"https://doi.org/10.1007/978-1-4614-8687-9_3","title":"Regression and Variable Selection","display_name":"Regression and Variable Selection","publication_year":2013,"publication_date":"2013-09-24","ids":{"openalex":"https://openalex.org/W2106433966","doi":"https://doi.org/10.1007/978-1-4614-8687-9_3","mag":"2106433966"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4614-8687-9_3","doi":"https://doi.org/10.1007/978-1-4614-8687-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-8687-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210222172","display_name":"Springer texts in statistics","issn_l":"1431-875X","issn":["1431-875X","2197-4136"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Texts in Statistics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W651675367","display_name":"Bayesian Essentials with R"},"type":"book-chapter","is_traditional":true,"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/A5033156491","display_name":"Jean\u2010Michel Marin","orcid":"https://orcid.org/0000-0001-7451-9719","observed_orcids":["https://orcid.org/0000-0001-7451-9719"]},"institutions":[{"id":"https://openalex.org/I4387154756","display_name":"Universit\u00e9 Montpellier 2","ror":"https://ror.org/00wh4bp03","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307","https://openalex.org/I4387154756"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Michel Marin","raw_affiliation_strings":["Universit\u00e9 Montpellier 2, Montpellier, France","Universite Montpellier 2;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Montpellier 2, Montpellier, France","institution_ids":["https://openalex.org/I4387154756"]},{"raw_affiliation_string":"Universite Montpellier 2;","institution_ids":["https://openalex.org/I4387154756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080652581","display_name":"Christian P. Robert","orcid":"https://orcid.org/0000-0001-6635-3261","observed_orcids":["https://orcid.org/0000-0001-6635-3261","https://orcid.org/0000-0002-1562-5658"]},"institutions":[{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian P. Robert","raw_affiliation_strings":["Universit\u00e9 Paris-Dauphine, Paris, France","Universite paris dauphine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Dauphine, Paris, France","institution_ids":["https://openalex.org/I56435720"]},{"raw_affiliation_string":"Universite paris dauphine","institution_ids":["https://openalex.org/I56435720"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.7656000256538391,"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/T10136","display_name":"Statistical Methods and Inference","score":0.7656000256538391,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.16459999978542328,"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/T13141","display_name":"Statistical Methods and Applications","score":0.03229999914765358,"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/linear-regression","display_name":"linear regression","score":0.8479999899864197},{"id":"https://openalex.org/keywords/bayesian-variable-selection","display_name":"Bayesian variable selection","score":0.8360000252723694},{"id":"https://openalex.org/keywords/zellner-s-g-prior","display_name":"Zellner's g-prior","score":0.9359999895095825},{"id":"https://openalex.org/keywords/prior-specification","display_name":"prior specification","score":0.9900000095367432},{"id":"https://openalex.org/keywords/bayesian-linear-models","display_name":"Bayesian linear models","score":0.6549999713897705},{"id":"https://openalex.org/keywords/matrix-calculus","display_name":"matrix calculus","score":0.8009999990463257}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5127304792404175},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5043267011642456},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.46021947264671326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40641120076179504},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3580814003944397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29439324140548706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25397956371307373},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4614-8687-9_3","doi":"https://doi.org/10.1007/978-1-4614-8687-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-8687-9_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210222172","display_name":"Springer texts in statistics","issn_l":"1431-875X","issn":["1431-875X","2197-4136"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Texts in Statistics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W171677499","https://openalex.org/W1494853941","https://openalex.org/W1572076522","https://openalex.org/W1985093013","https://openalex.org/W1995713768","https://openalex.org/W2005513088","https://openalex.org/W2020999234","https://openalex.org/W2142301923","https://openalex.org/W2277729655","https://openalex.org/W2313831335","https://openalex.org/W2799002609","https://openalex.org/W4237438296","https://openalex.org/W4292691288","https://openalex.org/W4298846627","https://openalex.org/W4300080823","https://openalex.org/W6629853974","https://openalex.org/W6694944299","https://openalex.org/W6751060025"],"related_works":["https://openalex.org/W4257727","https://openalex.org/W7095129640","https://openalex.org/W1999974018","https://openalex.org/W2275598437","https://openalex.org/W3089211375","https://openalex.org/W6998852756","https://openalex.org/W7097095677","https://openalex.org/W7096514877","https://openalex.org/W1542349764","https://openalex.org/W2320543455"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}
