{"id":"https://openalex.org/W3212183196","doi":"https://doi.org/10.1016/j.jmva.2021.104855","title":"Recent developments in high-dimensional inference for multivariate data: Parametric, semiparametric and nonparametric approaches","display_name":"Recent developments in high-dimensional inference for multivariate data: Parametric, semiparametric and nonparametric approaches","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W3212183196","doi":"https://doi.org/10.1016/j.jmva.2021.104855","mag":"3212183196"},"language":"en","primary_location":{"id":"doi:10.1016/j.jmva.2021.104855","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jmva.2021.104855","pdf_url":null,"source":{"id":"https://openalex.org/S133905466","display_name":"Journal of Multivariate Analysis","issn_l":"0047-259X","issn":["0047-259X","1095-7243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Multivariate Analysis","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/A5076639748","display_name":"Solomon W. Harrar","orcid":"https://orcid.org/0000-0001-6802-340X"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Solomon W. Harrar","raw_affiliation_strings":["Dr. Bing Zhang Department of Statistics, University of Kentucky, Lexington, KY 40536, USA"],"affiliations":[{"raw_affiliation_string":"Dr. Bing Zhang Department of Statistics, University of Kentucky, Lexington, KY 40536, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101437180","display_name":"Xiaoli Kong","orcid":"https://orcid.org/0000-0001-6072-0817"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoli Kong","raw_affiliation_strings":["Department of Mathematics, Wayne State University, Detroit, MI 48202, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Wayne State University, Detroit, MI 48202, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076639748"],"corresponding_institution_ids":["https://openalex.org/I143302722"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":null,"fwci":1.1824,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81478076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"188","issue":null,"first_page":"104855","last_page":"104855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9993000030517578,"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":0.9993000030517578,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9980999827384949,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9965000152587891,"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/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.7160625457763672},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6691306829452515},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6385841965675354},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6250738501548767},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.609928548336029},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5505216717720032},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.5029279589653015},{"id":"https://openalex.org/keywords/semiparametric-regression","display_name":"Semiparametric regression","score":0.48536789417266846},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.46619194746017456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39595162868499756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3619755208492279},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32049745321273804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28485724329948425},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2263411283493042},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09316509962081909}],"concepts":[{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.7160625457763672},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6691306829452515},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6385841965675354},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6250738501548767},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.609928548336029},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5505216717720032},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.5029279589653015},{"id":"https://openalex.org/C19539793","wikidata":"https://www.wikidata.org/wiki/Q7449609","display_name":"Semiparametric regression","level":3,"score":0.48536789417266846},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.46619194746017456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39595162868499756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3619755208492279},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32049745321273804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28485724329948425},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2263411283493042},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09316509962081909}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jmva.2021.104855","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jmva.2021.104855","pdf_url":null,"source":{"id":"https://openalex.org/S133905466","display_name":"Journal of Multivariate Analysis","issn_l":"0047-259X","issn":["0047-259X","1095-7243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Multivariate Analysis","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:jmvana:v:188:y:2022:i:c:s0047259x21001330","is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0047259X21001330","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W370139237","https://openalex.org/W863497847","https://openalex.org/W1783459142","https://openalex.org/W1826280061","https://openalex.org/W1964874835","https://openalex.org/W1965019479","https://openalex.org/W1968800433","https://openalex.org/W1970371729","https://openalex.org/W1975639348","https://openalex.org/W1976889927","https://openalex.org/W1977784555","https://openalex.org/W1982725927","https://openalex.org/W1990137378","https://openalex.org/W1991819346","https://openalex.org/W1992331847","https://openalex.org/W1995164220","https://openalex.org/W1997677530","https://openalex.org/W1999984069","https://openalex.org/W2011196554","https://openalex.org/W2016064840","https://openalex.org/W2018949219","https://openalex.org/W2019288448","https://openalex.org/W2020800417","https://openalex.org/W2022664123","https://openalex.org/W2022771765","https://openalex.org/W2024421418","https://openalex.org/W2025738619","https://openalex.org/W2027565306","https://openalex.org/W2029671524","https://openalex.org/W2033738585","https://openalex.org/W2040408175","https://openalex.org/W2050498681","https://openalex.org/W2050811968","https://openalex.org/W2058103256","https://openalex.org/W2058649730","https://openalex.org/W2059324886","https://openalex.org/W2063485791","https://openalex.org/W2081874429","https://openalex.org/W2088292398","https://openalex.org/W2091825839","https://openalex.org/W2093241663","https://openalex.org/W2094094181","https://openalex.org/W2094820145","https://openalex.org/W2100052115","https://openalex.org/W2143364091","https://openalex.org/W2154826311","https://openalex.org/W2157396128","https://openalex.org/W2158224295","https://openalex.org/W2169553565","https://openalex.org/W2205780429","https://openalex.org/W2221926716","https://openalex.org/W2292019648","https://openalex.org/W2319170717","https://openalex.org/W2320488883","https://openalex.org/W2499193067","https://openalex.org/W2511041448","https://openalex.org/W2516515738","https://openalex.org/W2521263188","https://openalex.org/W2573398514","https://openalex.org/W2588527329","https://openalex.org/W2735852215","https://openalex.org/W2761185956","https://openalex.org/W2803447629","https://openalex.org/W2883392979","https://openalex.org/W2898406333","https://openalex.org/W2911343711","https://openalex.org/W2913457918","https://openalex.org/W2934210640","https://openalex.org/W2938490590","https://openalex.org/W2950371686","https://openalex.org/W2962854806","https://openalex.org/W2963002076","https://openalex.org/W2963555185","https://openalex.org/W2967172951","https://openalex.org/W2991651164","https://openalex.org/W3005842498","https://openalex.org/W3042820579","https://openalex.org/W3043189495","https://openalex.org/W3102472677","https://openalex.org/W3105104252","https://openalex.org/W3124630005","https://openalex.org/W3136336897","https://openalex.org/W3159299703","https://openalex.org/W3182244881","https://openalex.org/W3196646869","https://openalex.org/W4213099427","https://openalex.org/W4230065791","https://openalex.org/W4249521665","https://openalex.org/W6642208422","https://openalex.org/W6692994426","https://openalex.org/W6723703990","https://openalex.org/W6727576432","https://openalex.org/W6799948307"],"related_works":["https://openalex.org/W920448194","https://openalex.org/W3124798672","https://openalex.org/W2170349014","https://openalex.org/W2084674170","https://openalex.org/W213954749","https://openalex.org/W137830373","https://openalex.org/W4287028839","https://openalex.org/W3122755869","https://openalex.org/W3000984192","https://openalex.org/W9877957"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}