{"id":"https://openalex.org/W2289245800","doi":"https://doi.org/10.1007/s00180-016-0647-5","title":"Support vector quantile regression with varying coefficients","display_name":"Support vector quantile regression with varying coefficients","publication_year":2016,"publication_date":"2016-02-26","ids":{"openalex":"https://openalex.org/W2289245800","doi":"https://doi.org/10.1007/s00180-016-0647-5","mag":"2289245800"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-016-0647-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-016-0647-5","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/A5104362525","display_name":"Jooyong Shim","orcid":"https://orcid.org/0000-0003-2828-9232"},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jooyong Shim","raw_affiliation_strings":["Department of Statistics and Institute of Statistical Information, Inje University, Kimhae, Obang-Dong, 621-749, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Institute of Statistical Information, Inje University, Kimhae, Obang-Dong, 621-749, Korea","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041575206","display_name":"Changha Hwang","orcid":"https://orcid.org/0000-0003-1262-5051"},"institutions":[{"id":"https://openalex.org/I89015989","display_name":"Dankook University","ror":"https://ror.org/058pdbn81","country_code":"KR","type":"education","lineage":["https://openalex.org/I89015989"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changha Hwang","raw_affiliation_strings":["Department of Applied Statistics, Dankook University, Yongin, Gyeonggido, 448-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Statistics, Dankook University, Yongin, Gyeonggido, 448-701, Korea","institution_ids":["https://openalex.org/I89015989"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012320203","display_name":"Kyung-Ha Seok","orcid":null},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyungha Seok","raw_affiliation_strings":["Department of Statistics and Institute of Statistical Information, Inje University, Kimhae, Obang-Dong, 621-749, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Institute of Statistical Information, Inje University, Kimhae, Obang-Dong, 621-749, Korea","institution_ids":["https://openalex.org/I104338594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012320203"],"corresponding_institution_ids":["https://openalex.org/I104338594"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":0.3291,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62907095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"3","first_page":"1015","last_page":"1030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9973999857902527,"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":0.9973999857902527,"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":0.9973000288009644,"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/T11236","display_name":"Control Systems and Identification","score":0.9941999912261963,"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/smoothing","display_name":"Smoothing","score":0.5849622488021851},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.5843080282211304},{"id":"https://openalex.org/keywords/quantile-regression","display_name":"Quantile regression","score":0.5634936094284058},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5522192716598511},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5335394144058228},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.4774076044559479},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.45009714365005493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.388367235660553},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34658297896385193},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.34263941645622253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21553000807762146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1982419192790985}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5849622488021851},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.5843080282211304},{"id":"https://openalex.org/C63817138","wikidata":"https://www.wikidata.org/wiki/Q3455889","display_name":"Quantile regression","level":2,"score":0.5634936094284058},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5522192716598511},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5335394144058228},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.4774076044559479},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.45009714365005493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.388367235660553},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34658297896385193},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34263941645622253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21553000807762146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1982419192790985}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-016-0647-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-016-0647-5","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:RePEc:spr:compst:v:31:y:2016:i:3:d:10.1007_s00180-016-0647-5","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-016-0647-5","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":[{"id":"https://metadata.un.org/sdg/13","score":0.5799999833106995,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G2680454324","display_name":null,"funder_award_id":"2015R1D1A1A01056582","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2838611611","display_name":null,"funder_award_id":"2011-0009705","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8471621272","display_name":null,"funder_award_id":"20154030200830","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1671423101","https://openalex.org/W1716180660","https://openalex.org/W1835490675","https://openalex.org/W1970739592","https://openalex.org/W2000303778","https://openalex.org/W2014158063","https://openalex.org/W2020023242","https://openalex.org/W2029992122","https://openalex.org/W2030748132","https://openalex.org/W2030900176","https://openalex.org/W2037560334","https://openalex.org/W2060467039","https://openalex.org/W2064016956","https://openalex.org/W2067653997","https://openalex.org/W2079510774","https://openalex.org/W2092622249","https://openalex.org/W2094333215","https://openalex.org/W2116968695","https://openalex.org/W2136326182","https://openalex.org/W2138664960","https://openalex.org/W2147646644","https://openalex.org/W2156909104","https://openalex.org/W2168175751","https://openalex.org/W2509991828","https://openalex.org/W2798766386","https://openalex.org/W3000332379","https://openalex.org/W3100004368","https://openalex.org/W3104903961","https://openalex.org/W3124920280","https://openalex.org/W4231054792","https://openalex.org/W4241653265","https://openalex.org/W4241996101","https://openalex.org/W4255308044","https://openalex.org/W4396738453"],"related_works":["https://openalex.org/W4206511378","https://openalex.org/W4206618949","https://openalex.org/W2526321210","https://openalex.org/W3205863630","https://openalex.org/W3014605311","https://openalex.org/W2364275385","https://openalex.org/W4318833145","https://openalex.org/W4388704167","https://openalex.org/W2224749288","https://openalex.org/W4252013513"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}