{"id":"https://openalex.org/W2888947475","doi":"https://doi.org/10.1007/s00180-018-0830-y","title":"Bootstrapping estimates of stability for clusters, observations and model selection","display_name":"Bootstrapping estimates of stability for clusters, observations and model selection","publication_year":2018,"publication_date":"2018-08-28","ids":{"openalex":"https://openalex.org/W2888947475","doi":"https://doi.org/10.1007/s00180-018-0830-y","mag":"2888947475"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-018-0830-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-018-0830-y","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"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":"Computational Statistics","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/A5027664020","display_name":"Han Yu","orcid":"https://orcid.org/0000-0001-6160-173X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Yu","raw_affiliation_strings":["Department of Biostatistics, State University of New York at Buffalo, 3435 Main Street, 706 Kimball Tower, Buffalo, NY, 14214, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, State University of New York at Buffalo, 3435 Main Street, 706 Kimball Tower, Buffalo, NY, 14214, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011346354","display_name":"Brian E. Chapman","orcid":"https://orcid.org/0000-0003-0815-5448"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Chapman","raw_affiliation_strings":["Department of Radiology and Imaging Science, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, 84108, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Science, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042172394","display_name":"Arianna Di Florio","orcid":"https://orcid.org/0000-0003-0338-2748"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arianna Di Florio","raw_affiliation_strings":["Department of Psychiatry, University of North Carolina at Chapel Hill, Campus Box 7160, Chapel Hill, NC, 27599, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of North Carolina at Chapel Hill, Campus Box 7160, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031529622","display_name":"Ellen Eischen","orcid":null},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellen Eischen","raw_affiliation_strings":["Department of Mathematics, University of Oregon, 315 Fenton Hall, Eugene, OR, 97403-1222, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Oregon, 315 Fenton Hall, Eugene, OR, 97403-1222, USA","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077712580","display_name":"David Gotz","orcid":"https://orcid.org/0000-0002-6424-7374"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Gotz","raw_affiliation_strings":["School of Information and Library Science, University of North Carolina at Chapel Hill, 216 Lenoir Drive, Campus Box 3360, Chapel Hill, NC, 27599, USA"],"affiliations":[{"raw_affiliation_string":"School of Information and Library Science, University of North Carolina at Chapel Hill, 216 Lenoir Drive, Campus Box 3360, Chapel Hill, NC, 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072299998","display_name":"Mathews Jacob","orcid":"https://orcid.org/0000-0001-6196-3933"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]},{"id":"https://openalex.org/I4210139749","display_name":"Engineering Arts (United States)","ror":"https://ror.org/04g1y2z78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210139749"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathews Jacob","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Iowa, 3314 Seamans Center for the Engineering Arts and Sciences, Iowa City, IA, 52242, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Iowa, 3314 Seamans Center for the Engineering Arts and Sciences, Iowa City, IA, 52242, USA","institution_ids":["https://openalex.org/I4210139749","https://openalex.org/I126307644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042389900","display_name":"Rachael Hageman Blair","orcid":"https://orcid.org/0000-0001-8538-2447"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rachael Hageman Blair","raw_affiliation_strings":["Department of Biostatistics, State University of New York at Buffalo, 3435 Main Street, 709 Kimball Tower, Buffalo, NY, 14214, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, State University of New York at Buffalo, 3435 Main Street, 709 Kimball Tower, Buffalo, NY, 14214, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042389900"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.8616,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.89164532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"1","first_page":"349","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9855999946594238,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9855999946594238,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9677000045776367,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9253000020980835,"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/bootstrapping","display_name":"Bootstrapping (finance)","score":0.8533810377120972},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6705501079559326},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5965472459793091},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4382873773574829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40809983015060425},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39070284366607666},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.36568716168403625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3573662042617798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2697274088859558},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23891645669937134}],"concepts":[{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.8533810377120972},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6705501079559326},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5965472459793091},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4382873773574829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40809983015060425},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39070284366607666},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36568716168403625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3573662042617798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2697274088859558},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23891645669937134}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00180-018-0830-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-018-0830-y","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"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":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:http://orca.cardiff.ac.uk:114553","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:RePEc:spr:compst:v:34:y:2019:i:1:d:10.1007_s00180-018-0830-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-018-0830-y","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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1756044273","display_name":null,"funder_award_id":"1557576","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G2045968576","display_name":null,"funder_award_id":"1557668","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G2323420777","display_name":null,"funder_award_id":"1557593","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G6969096888","display_name":null,"funder_award_id":"1557642","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G7755270932","display_name":null,"funder_award_id":"1557589","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"}],"funders":[{"id":"https://openalex.org/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W98862427","https://openalex.org/W1480376833","https://openalex.org/W1989076816","https://openalex.org/W1992419399","https://openalex.org/W1992929897","https://openalex.org/W1995945562","https://openalex.org/W1999345637","https://openalex.org/W2018821242","https://openalex.org/W2019032222","https://openalex.org/W2030966943","https://openalex.org/W2044729876","https://openalex.org/W2076864249","https://openalex.org/W2107208924","https://openalex.org/W2137784044","https://openalex.org/W2149159134","https://openalex.org/W2170111518","https://openalex.org/W3105761396","https://openalex.org/W3120740533","https://openalex.org/W3143185366","https://openalex.org/W4285719527","https://openalex.org/W4297568210"],"related_works":["https://openalex.org/W1534274833","https://openalex.org/W3117246195","https://openalex.org/W156620619","https://openalex.org/W2098233217","https://openalex.org/W2914363205","https://openalex.org/W2616249226","https://openalex.org/W2997844990","https://openalex.org/W1598221548","https://openalex.org/W2081850291","https://openalex.org/W4381571012"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
