{"id":"https://openalex.org/W2261782076","doi":"https://doi.org/10.1007/978-3-319-00035-0_21","title":"Regularization and Model Selection with Categorical Covariates","display_name":"Regularization and Model Selection with Categorical Covariates","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2261782076","doi":"https://doi.org/10.1007/978-3-319-00035-0_21","mag":"2261782076"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-00035-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-00035-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Studies in Classification, Data Analysis, and Knowledge Organization","raw_type":"book-chapter"},"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/A5000960000","display_name":"Jan Gertheiss","orcid":"https://orcid.org/0000-0001-6777-4746"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Gertheiss","raw_affiliation_strings":["Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007997833","display_name":"Veronika Stelz","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Veronika Stelz","raw_affiliation_strings":["Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028762677","display_name":"Gerhard Tutz","orcid":"https://orcid.org/0000-0002-6628-3539"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Tutz","raw_affiliation_strings":["Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Akademiestr. 1, 80799, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000960000"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":1.9136,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91889007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9997000098228455,"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":0.9997000098228455,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9991999864578247,"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":0.9975000023841858,"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/categorical-variable","display_name":"Categorical variable","score":0.9243214726448059},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.7847464084625244},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6809353828430176},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5749015212059021},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5490333437919617},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.49028947949409485},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4773402512073517},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46048009395599365},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4401642084121704},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.43545791506767273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.432498961687088},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40667420625686646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3928455710411072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3538969159126282},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3448501229286194},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09057661890983582}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.9243214726448059},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.7847464084625244},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6809353828430176},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5749015212059021},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5490333437919617},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.49028947949409485},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4773402512073517},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46048009395599365},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4401642084121704},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.43545791506767273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.432498961687088},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40667420625686646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3928455710411072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3538969159126282},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3448501229286194},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09057661890983582},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-00035-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-00035-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Studies in Classification, Data Analysis, and Knowledge Organization","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W191383808","https://openalex.org/W1528905581","https://openalex.org/W1925893390","https://openalex.org/W1937469117","https://openalex.org/W1969557815","https://openalex.org/W1980018200","https://openalex.org/W2020925091","https://openalex.org/W2035983506","https://openalex.org/W2042063151","https://openalex.org/W2047028564","https://openalex.org/W2074682976","https://openalex.org/W2084812512","https://openalex.org/W2101095383","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2135338737","https://openalex.org/W2138019504","https://openalex.org/W2140514146","https://openalex.org/W2149238077","https://openalex.org/W2171793733","https://openalex.org/W3101044299","https://openalex.org/W4292024691","https://openalex.org/W4301861531"],"related_works":["https://openalex.org/W2171362509","https://openalex.org/W2554068199","https://openalex.org/W2580063968","https://openalex.org/W2380784125","https://openalex.org/W128985311","https://openalex.org/W2800721711","https://openalex.org/W2810025138","https://openalex.org/W1997711767","https://openalex.org/W2344475471","https://openalex.org/W4387885766"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
