{"id":"https://openalex.org/W2037393458","doi":"https://doi.org/10.1007/s11222-014-9504-y","title":"A focused information criterion for graphical models","display_name":"A focused information criterion for graphical models","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2037393458","doi":"https://doi.org/10.1007/s11222-014-9504-y","mag":"2037393458"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-014-9504-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-014-9504-y","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/460306","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023452323","display_name":"Eugen Pircalabelu","orcid":"https://orcid.org/0000-0003-0790-4494"},"institutions":[{"id":"https://openalex.org/I2802330208","display_name":"Statistics Belgium","ror":"https://ror.org/0246a9012","country_code":"BE","type":"government","lineage":["https://openalex.org/I2802330208","https://openalex.org/I4210095879"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Eugen Pircalabelu","raw_affiliation_strings":["ORSTAT and Leuven Statistics Research Center, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","ORSTAT and Leuven Statistics Research Center, Leuven, Belgium 3000#TAB#"],"affiliations":[{"raw_affiliation_string":"ORSTAT and Leuven Statistics Research Center, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I2802330208","https://openalex.org/I99464096"]},{"raw_affiliation_string":"ORSTAT and Leuven Statistics Research Center, Leuven, Belgium 3000#TAB#","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011502307","display_name":"Gerda Claeskens","orcid":"https://orcid.org/0000-0002-3863-5197"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]},{"id":"https://openalex.org/I2802330208","display_name":"Statistics Belgium","ror":"https://ror.org/0246a9012","country_code":"BE","type":"government","lineage":["https://openalex.org/I2802330208","https://openalex.org/I4210095879"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gerda Claeskens","raw_affiliation_strings":["ORSTAT and Leuven Statistics Research Center, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","ORSTAT and Leuven Statistics Research Center, Leuven, Belgium 3000#TAB#"],"affiliations":[{"raw_affiliation_string":"ORSTAT and Leuven Statistics Research Center, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I2802330208","https://openalex.org/I99464096"]},{"raw_affiliation_string":"ORSTAT and Leuven Statistics Research Center, Leuven, Belgium 3000#TAB#","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064926593","display_name":"Lourens Waldorp","orcid":"https://orcid.org/0000-0002-5941-4625"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lourens Waldorp","raw_affiliation_strings":["Department of Psychological Methods, University of Amsterdam, Weesperplein 4, 1018, Amsterdam, The Netherlands","Department of Psychological Methods, University of Amsterdam, Amsterdam, The Netherlands 1018#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Methods, University of Amsterdam, Weesperplein 4, 1018, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Department of Psychological Methods, University of Amsterdam, Amsterdam, The Netherlands 1018#TAB#","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023452323"],"corresponding_institution_ids":["https://openalex.org/I2802330208","https://openalex.org/I99464096"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":4.6422,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94906854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"6","first_page":"1071","last_page":"1092"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/bayesian-information-criterion","display_name":"Bayesian information criterion","score":0.7086020112037659},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.6974867582321167},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6897767782211304},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.6344501972198486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5804765224456787},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5594329833984375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48711276054382324},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4749365448951721},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4454268217086792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4348376393318176},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43053755164146423},{"id":"https://openalex.org/keywords/information-criteria","display_name":"Information Criteria","score":0.421860933303833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38776981830596924},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36211496591567993},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2501932382583618},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24497810006141663}],"concepts":[{"id":"https://openalex.org/C168136583","wikidata":"https://www.wikidata.org/wiki/Q1988242","display_name":"Bayesian information criterion","level":2,"score":0.7086020112037659},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.6974867582321167},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6897767782211304},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.6344501972198486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5804765224456787},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5594329833984375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48711276054382324},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4749365448951721},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4454268217086792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4348376393318176},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43053755164146423},{"id":"https://openalex.org/C2776709221","wikidata":"https://www.wikidata.org/wiki/Q6031040","display_name":"Information Criteria","level":3,"score":0.421860933303833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38776981830596924},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36211496591567993},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2501932382583618},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24497810006141663},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s11222-014-9504-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-014-9504-y","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/1cdc9a43-79af-4fdd-ae8b-7d3a7377a386","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/a-focused-information-criterion-for-graphical-models(1cdc9a43-79af-4fdd-ae8b-7d3a7377a386).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pircalabelu, E, Claeskens, G & Waldorp, L 2015, 'A focused information criterion for graphical models', Statistics and Computing, vol. 25, no. 6, pp. 1071-1092. https://doi.org/10.1007/s11222-014-9504-y","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/460306","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/460306","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Statistics and Computing, vol. 25 (6), (1071-1092)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:aiz:louvar:2015044","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"pmh:oai:dare.uva.nl:publications/1cdc9a43-79af-4fdd-ae8b-7d3a7377a386","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/a-focused-information-criterion-for-graphical-models(1cdc9a43-79af-4fdd-ae8b-7d3a7377a386).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pircalabelu, E, Claeskens, G & Waldorp, L 2015, 'A focused information criterion for graphical models', Statistics and Computing, vol. 25, no. 6, pp. 1071-1092. https://doi.org/10.1007/s11222-014-9504-y","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:dial.uclouvain.be:boreal:219724","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078/219724","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Statistics and Computing, Vol. 25, no. 6, p. 1071-1092 (2015)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/460306","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/460306","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Statistics and Computing, vol. 25 (6), (1071-1092)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W97652101","https://openalex.org/W113002869","https://openalex.org/W400750172","https://openalex.org/W1480376833","https://openalex.org/W1494413412","https://openalex.org/W1511986666","https://openalex.org/W1524326598","https://openalex.org/W1569098853","https://openalex.org/W1575323954","https://openalex.org/W1936374606","https://openalex.org/W1966054641","https://openalex.org/W1998096683","https://openalex.org/W1999463674","https://openalex.org/W2003103177","https://openalex.org/W2010824638","https://openalex.org/W2024914385","https://openalex.org/W2041565863","https://openalex.org/W2053186586","https://openalex.org/W2058815839","https://openalex.org/W2067838071","https://openalex.org/W2070461923","https://openalex.org/W2074264162","https://openalex.org/W2074360197","https://openalex.org/W2077177391","https://openalex.org/W2078502317","https://openalex.org/W2081746825","https://openalex.org/W2084580490","https://openalex.org/W2086331397","https://openalex.org/W2088088467","https://openalex.org/W2094776705","https://openalex.org/W2102201073","https://openalex.org/W2115984935","https://openalex.org/W2125043328","https://openalex.org/W2125156589","https://openalex.org/W2128088446","https://openalex.org/W2132555912","https://openalex.org/W2134652049","https://openalex.org/W2137587467","https://openalex.org/W2151128232","https://openalex.org/W2157847003","https://openalex.org/W2159080219","https://openalex.org/W2159386708","https://openalex.org/W2160597007","https://openalex.org/W2163166770","https://openalex.org/W2165190832","https://openalex.org/W2167826316","https://openalex.org/W2168175751","https://openalex.org/W2170966718","https://openalex.org/W2605522404","https://openalex.org/W2787894218","https://openalex.org/W2921430350","https://openalex.org/W3021601205","https://openalex.org/W3098834468","https://openalex.org/W3100088624","https://openalex.org/W4210332757","https://openalex.org/W4238253035","https://openalex.org/W4302423442","https://openalex.org/W4388323202"],"related_works":["https://openalex.org/W2114625140","https://openalex.org/W1968886786","https://openalex.org/W2607006239","https://openalex.org/W304661108","https://openalex.org/W2509820422","https://openalex.org/W3122388856","https://openalex.org/W1502087262","https://openalex.org/W2963415778","https://openalex.org/W2033907215","https://openalex.org/W236172754"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}