{"id":"https://openalex.org/W2143868345","doi":"https://doi.org/10.1007/s10994-015-5502-3","title":"A computational approach to nonparametric regression: bootstrapping CMARS method","display_name":"A computational approach to nonparametric regression: bootstrapping CMARS method","publication_year":2015,"publication_date":"2015-05-19","ids":{"openalex":"https://openalex.org/W2143868345","doi":"https://doi.org/10.1007/s10994-015-5502-3","mag":"2143868345"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-015-5502-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5502-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5502-3.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5502-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060758377","display_name":"Ceyda Yaz\u0131c\u0131","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ceyda Yaz\u0131c\u0131","raw_affiliation_strings":["Department of Statistics, Middle East Technical University, Ankara, Turkey","[Department of Statistics, Middle East Technical University, Ankara, Turkey]"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"[Department of Statistics, Middle East Technical University, Ankara, Turkey]","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050024166","display_name":"Fatma Yerlikaya\u2013\u00d6zkurt","orcid":"https://orcid.org/0000-0002-4747-8461"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatma Yerlikaya-\u00d6zkurt","raw_affiliation_strings":["Institute of Applied Mathematics, Middle East Technical University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Mathematics, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005632779","display_name":"\u0130nci Batmaz","orcid":"https://orcid.org/0000-0002-0821-3786"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u0130nci Batmaz","raw_affiliation_strings":["Department of Statistics, Middle East Technical University, Ankara, Turkey","[Department of Statistics, Middle East Technical University, Ankara, Turkey]"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"[Department of Statistics, Middle East Technical University, Ankara, Turkey]","institution_ids":["https://openalex.org/I201799495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060758377"],"corresponding_institution_ids":["https://openalex.org/I201799495"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4311,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83621371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"101","issue":"1-3","first_page":"211","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9977999925613403,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9977999925613403,"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/T10320","display_name":"Neural Networks and Applications","score":0.986299991607666,"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":0.9842000007629395,"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":0.7464468479156494},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.668984591960907},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6536435484886169},{"id":"https://openalex.org/keywords/nonparametric-regression","display_name":"Nonparametric regression","score":0.5791630744934082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4746430814266205},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4648666977882385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46281898021698},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.44119614362716675},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.44038793444633484},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.41840052604675293},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4044557809829712},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37391290068626404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34464871883392334},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.147882342338562}],"concepts":[{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.7464468479156494},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.668984591960907},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6536435484886169},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.5791630744934082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4746430814266205},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4648666977882385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46281898021698},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.44119614362716675},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.44038793444633484},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.41840052604675293},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4044557809829712},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37391290068626404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34464871883392334},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.147882342338562},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-015-5502-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5502-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5502-3.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:open.metu.edu.tr:11511/21010","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/21010","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Master Thesis"},{"id":"pmh:oai:open.metu.edu.tr:11511/40591","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/40591","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s10994-015-5502-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5502-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5502-3.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2143868345.pdf","grobid_xml":"https://content.openalex.org/works/W2143868345.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W16706201","https://openalex.org/W28891235","https://openalex.org/W45362603","https://openalex.org/W659099485","https://openalex.org/W1233208954","https://openalex.org/W1550657683","https://openalex.org/W1554944419","https://openalex.org/W1567721878","https://openalex.org/W1581163326","https://openalex.org/W1644940174","https://openalex.org/W1814707006","https://openalex.org/W1914674302","https://openalex.org/W1969936152","https://openalex.org/W1971149402","https://openalex.org/W1976829354","https://openalex.org/W1977307476","https://openalex.org/W1977373364","https://openalex.org/W1992347171","https://openalex.org/W1995945562","https://openalex.org/W2000256182","https://openalex.org/W2009067475","https://openalex.org/W2009165669","https://openalex.org/W2013358857","https://openalex.org/W2023949384","https://openalex.org/W2026674774","https://openalex.org/W2029716964","https://openalex.org/W2035233414","https://openalex.org/W2036053263","https://openalex.org/W2045925085","https://openalex.org/W2061394598","https://openalex.org/W2062988919","https://openalex.org/W2066500477","https://openalex.org/W2074089485","https://openalex.org/W2078100786","https://openalex.org/W2078339956","https://openalex.org/W2097879961","https://openalex.org/W2102201073","https://openalex.org/W2102220596","https://openalex.org/W2104499761","https://openalex.org/W2112688502","https://openalex.org/W2113254830","https://openalex.org/W2117897510","https://openalex.org/W2143868345","https://openalex.org/W2154188458","https://openalex.org/W2171033594","https://openalex.org/W2797532987","https://openalex.org/W2798153726","https://openalex.org/W2800579988","https://openalex.org/W2912689790","https://openalex.org/W3106889297","https://openalex.org/W4239881334","https://openalex.org/W4285719527","https://openalex.org/W4299595276","https://openalex.org/W4300497772","https://openalex.org/W4300669582","https://openalex.org/W4302364527","https://openalex.org/W6634652361","https://openalex.org/W6640038845","https://openalex.org/W6656982416","https://openalex.org/W6983659145","https://openalex.org/W7020031218","https://openalex.org/W7048860842","https://openalex.org/W7055359001"],"related_works":["https://openalex.org/W2375771286","https://openalex.org/W69222743","https://openalex.org/W1913467779","https://openalex.org/W4229900761","https://openalex.org/W4256152544","https://openalex.org/W1481829876","https://openalex.org/W2149345204","https://openalex.org/W2181828400","https://openalex.org/W2264001480","https://openalex.org/W4320843431"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}