{"id":"https://openalex.org/W2008414513","doi":"https://doi.org/10.1109/tsp.2012.2203128","title":"On the Proper Forms of BIC for Model Order Selection","display_name":"On the Proper Forms of BIC for Model Order Selection","publication_year":2012,"publication_date":"2012-06-06","ids":{"openalex":"https://openalex.org/W2008414513","doi":"https://doi.org/10.1109/tsp.2012.2203128","mag":"2008414513"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2012.2203128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2012.2203128","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","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/A5007877889","display_name":"Petre Stoica","orcid":"https://orcid.org/0000-0002-7957-3711"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Petre Stoica","raw_affiliation_strings":["Department of Information Technology, University of Uppsala, Uppsala, Sweden","Department of Information Technology; Uppsala University; Uppsala Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Uppsala, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]},{"raw_affiliation_string":"Department of Information Technology; Uppsala University; Uppsala Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012466580","display_name":"Prabhu Babu","orcid":"https://orcid.org/0000-0002-9041-9010"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Prabhu Babu","raw_affiliation_strings":["Department of Information Technology, University of Uppsala, Uppsala, Sweden","Department of Information Technology; Uppsala University; Uppsala Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Uppsala, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]},{"raw_affiliation_string":"Department of Information Technology; Uppsala University; Uppsala Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123387679"],"apc_list":null,"apc_paid":null,"fwci":2.9455,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.91765957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"60","issue":"9","first_page":"4956","last_page":"4961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9984999895095825,"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/T11236","display_name":"Control Systems and Identification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-information-criterion","display_name":"Bayesian information criterion","score":0.9290668964385986},{"id":"https://openalex.org/keywords/information-criteria","display_name":"Information Criteria","score":0.687470555305481},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6000338792800903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5682501792907715},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.49534955620765686},{"id":"https://openalex.org/keywords/minimum-description-length","display_name":"Minimum description length","score":0.49273183941841125},{"id":"https://openalex.org/keywords/fisher-information","display_name":"Fisher information","score":0.4917662441730499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4384348392486572},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.415690153837204},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41407305002212524},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39541253447532654},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3941221833229065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3747931718826294}],"concepts":[{"id":"https://openalex.org/C168136583","wikidata":"https://www.wikidata.org/wiki/Q1988242","display_name":"Bayesian information criterion","level":2,"score":0.9290668964385986},{"id":"https://openalex.org/C2776709221","wikidata":"https://www.wikidata.org/wiki/Q6031040","display_name":"Information Criteria","level":3,"score":0.687470555305481},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6000338792800903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5682501792907715},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.49534955620765686},{"id":"https://openalex.org/C87465248","wikidata":"https://www.wikidata.org/wiki/Q1417790","display_name":"Minimum description length","level":2,"score":0.49273183941841125},{"id":"https://openalex.org/C29406490","wikidata":"https://www.wikidata.org/wiki/Q1420659","display_name":"Fisher information","level":2,"score":0.4917662441730499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4384348392486572},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.415690153837204},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41407305002212524},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39541253447532654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3941221833229065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3747931718826294},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2012.2203128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2012.2203128","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W296863324","https://openalex.org/W1603903339","https://openalex.org/W1814500939","https://openalex.org/W2051908617","https://openalex.org/W2054658115","https://openalex.org/W2055154649","https://openalex.org/W2122951883","https://openalex.org/W2148249824","https://openalex.org/W2156755023","https://openalex.org/W2168175751","https://openalex.org/W2169118664"],"related_works":["https://openalex.org/W2114625140","https://openalex.org/W2148249824","https://openalex.org/W2046229974","https://openalex.org/W1968886786","https://openalex.org/W2607006239","https://openalex.org/W304661108","https://openalex.org/W2544537192","https://openalex.org/W236172754","https://openalex.org/W2033907215","https://openalex.org/W3202195698"],"abstract_inverted_index":{"The":[0,93],"Bayesian":[1],"Information":[2,30],"Criterion":[3],"(BIC)":[4],"is":[5,12,98],"often":[6],"presented":[7],"in":[8,15,45,47,66],"a":[9,20,82],"form":[10,39,84],"that":[11,71,99],"only":[13],"valid":[14],"large":[16],"samples":[17],"and":[18],"under":[19],"certain":[21],"condition":[22],"on":[23],"the":[24,28,35,49,61,75,104],"rate":[25],"at":[26],"which":[27,48],"Fisher":[29],"Matrix":[31],"(FIM)":[32],"increases":[33],"with":[34],"sample":[36],"length.":[37],"This":[38],"has":[40],"been":[41],"improperly":[42],"used":[43],"previously":[44],"situations":[46],"conditions":[50],"mentioned":[51],"above":[52,76],"do":[53,72],"not":[54,73],"hold.":[55],"In":[56,78],"this":[57,96],"correspondence,":[58],"we":[59,80],"describe":[60],"proper":[62],"forms":[63],"of":[64,85,95,103],"BIC":[65,86,100],"several":[67],"practically":[68],"relevant":[69],"cases":[70],"satisfy":[74],"assumptions.":[77],"particular,":[79],"present":[81],"new":[83],"for":[87,109],"high":[88],"signal-to-noise":[89],"ratio":[90],"(SNR)":[91],"cases.":[92],"conclusion":[94],"study":[97],"remains":[101],"one":[102],"most":[105],"successful":[106],"existing":[107],"rules":[108],"model":[110],"order":[111],"selection,":[112],"if":[113],"properly":[114],"used.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
