{"id":"https://openalex.org/W3215217380","doi":"https://doi.org/10.1007/s00180-022-01249-w","title":"A global two-stage algorithm for non-convex penalized high-dimensional linear regression problems","display_name":"A global two-stage algorithm for non-convex penalized high-dimensional linear regression problems","publication_year":2022,"publication_date":"2022-07-22","ids":{"openalex":"https://openalex.org/W3215217380","doi":"https://doi.org/10.1007/s00180-022-01249-w","mag":"3215217380"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-022-01249-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-022-01249-w","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/A5101660656","display_name":"Peili Li","orcid":"https://orcid.org/0000-0002-6870-1458"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peili Li","raw_affiliation_strings":["School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People\u2019s Republic of China","School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343913","display_name":"Min Liu","orcid":"https://orcid.org/0000-0002-7380-1373"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, People\u2019s Republic of China","School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, People's Republic of China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013441243","display_name":"Zhou Yu","orcid":"https://orcid.org/0000-0002-1711-3971"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Yu","raw_affiliation_strings":["School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People\u2019s Republic of China","School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"School of Statistics, KLATASDS-MOE, East China Normal University, Shanghai, 200062, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101660656"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.00711776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"38","issue":"2","first_page":"871","last_page":"898"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9951000213623047,"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/T11205","display_name":"Numerical methods in inverse problems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"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/coordinate-descent","display_name":"Coordinate descent","score":0.8301138281822205},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5912718176841736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5614545345306396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5364566445350647},{"id":"https://openalex.org/keywords/least-absolute-deviations","display_name":"Least absolute deviations","score":0.5078485608100891},{"id":"https://openalex.org/keywords/minimax","display_name":"Minimax","score":0.4853011965751648},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.47048500180244446},{"id":"https://openalex.org/keywords/stationary-point","display_name":"Stationary point","score":0.44868600368499756},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44542092084884644},{"id":"https://openalex.org/keywords/scad","display_name":"Scad","score":0.4352230131626129},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.41771331429481506},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.38695618510246277},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3374621570110321},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.2329293191432953},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.1983318030834198}],"concepts":[{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.8301138281822205},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5912718176841736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5614545345306396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5364566445350647},{"id":"https://openalex.org/C31441030","wikidata":"https://www.wikidata.org/wiki/Q4291882","display_name":"Least absolute deviations","level":3,"score":0.5078485608100891},{"id":"https://openalex.org/C149728462","wikidata":"https://www.wikidata.org/wiki/Q751319","display_name":"Minimax","level":2,"score":0.4853011965751648},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.47048500180244446},{"id":"https://openalex.org/C189237950","wikidata":"https://www.wikidata.org/wiki/Q2500758","display_name":"Stationary point","level":2,"score":0.44868600368499756},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44542092084884644},{"id":"https://openalex.org/C2776857174","wikidata":"https://www.wikidata.org/wiki/Q7429613","display_name":"Scad","level":3,"score":0.4352230131626129},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.41771331429481506},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.38695618510246277},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3374621570110321},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.2329293191432953},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.1983318030834198},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-022-01249-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-022-01249-w","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:38:y:2023:i:2:d:10.1007_s00180-022-01249-w","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-022-01249-w","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/G2002593713","display_name":null,"funder_award_id":"11971170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1965125844","https://openalex.org/W1965169081","https://openalex.org/W1971478618","https://openalex.org/W1996515169","https://openalex.org/W2004544971","https://openalex.org/W2010824638","https://openalex.org/W2026365342","https://openalex.org/W2028781966","https://openalex.org/W2043478128","https://openalex.org/W2063978378","https://openalex.org/W2074577749","https://openalex.org/W2074682976","https://openalex.org/W2078204800","https://openalex.org/W2079724595","https://openalex.org/W2079775628","https://openalex.org/W2081474178","https://openalex.org/W2102760656","https://openalex.org/W2129131372","https://openalex.org/W2135046866","https://openalex.org/W2146782960","https://openalex.org/W2149144946","https://openalex.org/W2150940164","https://openalex.org/W2154231875","https://openalex.org/W2155575073","https://openalex.org/W2155628440","https://openalex.org/W2164278908","https://openalex.org/W2166956514","https://openalex.org/W2225235077","https://openalex.org/W2265744594","https://openalex.org/W2478925365","https://openalex.org/W2743133559","https://openalex.org/W2751109066","https://openalex.org/W2788981839","https://openalex.org/W2963173886","https://openalex.org/W2963562721","https://openalex.org/W2963769561","https://openalex.org/W3098306969","https://openalex.org/W3098834468","https://openalex.org/W3100058837","https://openalex.org/W3100208521","https://openalex.org/W3101767848","https://openalex.org/W3105034597","https://openalex.org/W3105543546","https://openalex.org/W3106108064","https://openalex.org/W3118064088","https://openalex.org/W3154413294","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2573268497","https://openalex.org/W3183008414","https://openalex.org/W2594024491","https://openalex.org/W2120797945","https://openalex.org/W4385954979","https://openalex.org/W1555489509","https://openalex.org/W2011524500","https://openalex.org/W4221144601","https://openalex.org/W4363672204","https://openalex.org/W2283037149"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}