{"id":"https://openalex.org/W3039958630","doi":"https://doi.org/10.1007/s00180-020-01009-8","title":"Transformation mixture modeling for skewed data groups with heavy tails and scatter","display_name":"Transformation mixture modeling for skewed data groups with heavy tails and scatter","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3039958630","doi":"https://doi.org/10.1007/s00180-020-01009-8","mag":"3039958630"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-020-01009-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-020-01009-8","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/A5043254311","display_name":"Yana Melnykov","orcid":"https://orcid.org/0009-0005-5103-8118"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yana Melnykov","raw_affiliation_strings":["Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003813270","display_name":"Xuwen Zhu","orcid":"https://orcid.org/0000-0002-7644-2695"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xuwen Zhu","raw_affiliation_strings":["Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA"],"raw_orcid":"https://orcid.org/0000-0002-7644-2695","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028002616","display_name":"Volodymyr Melnykov","orcid":"https://orcid.org/0000-0002-7008-4014"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Volodymyr Melnykov","raw_affiliation_strings":["Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, 35487, USA","institution_ids":["https://openalex.org/I17301866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003813270"],"corresponding_institution_ids":["https://openalex.org/I17301866"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.6772,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76567709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"1","first_page":"61","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9998999834060669,"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":0.9998999834060669,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9833999872207642,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9300000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.9316498041152954},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.7271190881729126},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.6797606348991394},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6219536066055298},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5969196557998657},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.5909267663955688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4604834020137787},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.4157693684101105},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3569449484348297},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2701910734176636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2629629075527191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22049406170845032},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16850683093070984},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08556133508682251},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06554010510444641}],"concepts":[{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.9316498041152954},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.7271190881729126},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.6797606348991394},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6219536066055298},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5969196557998657},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.5909267663955688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4604834020137787},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.4157693684101105},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3569449484348297},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2701910734176636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2629629075527191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22049406170845032},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16850683093070984},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08556133508682251},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06554010510444641},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-020-01009-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-020-01009-8","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:36:y:2021:i:1:d:10.1007_s00180-020-01009-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-020-01009-8","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":34,"referenced_works":["https://openalex.org/W129305155","https://openalex.org/W194523672","https://openalex.org/W1579271636","https://openalex.org/W1602869073","https://openalex.org/W1755019093","https://openalex.org/W1968464467","https://openalex.org/W1975120776","https://openalex.org/W2019513593","https://openalex.org/W2020158974","https://openalex.org/W2025274526","https://openalex.org/W2029479258","https://openalex.org/W2035886438","https://openalex.org/W2045254715","https://openalex.org/W2049633694","https://openalex.org/W2066380414","https://openalex.org/W2071972708","https://openalex.org/W2082137964","https://openalex.org/W2082398846","https://openalex.org/W2082503527","https://openalex.org/W2085808540","https://openalex.org/W2098439089","https://openalex.org/W2101840551","https://openalex.org/W2151118170","https://openalex.org/W2152904625","https://openalex.org/W2168175751","https://openalex.org/W2171074980","https://openalex.org/W2259561461","https://openalex.org/W2282742396","https://openalex.org/W2325897390","https://openalex.org/W2488678869","https://openalex.org/W2524681876","https://openalex.org/W2963702653","https://openalex.org/W2963724803","https://openalex.org/W3122509840"],"related_works":["https://openalex.org/W1578916557","https://openalex.org/W1492261612","https://openalex.org/W2012941781","https://openalex.org/W2374519217","https://openalex.org/W2159704347","https://openalex.org/W2393271921","https://openalex.org/W2089133691","https://openalex.org/W2156949561","https://openalex.org/W2586460527","https://openalex.org/W2041526955"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
