{"id":"https://openalex.org/W1199581941","doi":"https://doi.org/10.1007/s00180-015-0614-6","title":"Improving estimated sufficient summary plots in dimension reduction using minimization criteria based on initial estimates","display_name":"Improving estimated sufficient summary plots in dimension reduction using minimization criteria based on initial estimates","publication_year":2015,"publication_date":"2015-08-24","ids":{"openalex":"https://openalex.org/W1199581941","doi":"https://doi.org/10.1007/s00180-015-0614-6","mag":"1199581941"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-015-0614-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-015-0614-6","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","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/thesis/Improving_Estimated_Sufficient_Summary_Plots_in_Dimension_Reduction_Using_Minimization_Criteria_Based_on_Initial_Estimates/21845484","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028275548","display_name":"Luke A. Prendergast","orcid":"https://orcid.org/0000-0002-9122-5429"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Luke A. Prendergast","raw_affiliation_strings":["Department of Mathematics and Statistics, La Trobe University, Melbourne, VIC, 3086, Australia","Department of Mathematics and Statistics La Trobe University Melbourne Australia 3086"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, La Trobe University, Melbourne, VIC, 3086, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Department of Mathematics and Statistics La Trobe University Melbourne Australia 3086","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052954681","display_name":"Alan F. Healey","orcid":null},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alan F. Healey","raw_affiliation_strings":["Department of Mathematics and Statistics, La Trobe University, Melbourne, VIC, 3086, Australia","Department of Mathematics and Statistics La Trobe University Melbourne Australia 3086"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, La Trobe University, Melbourne, VIC, 3086, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Department of Mathematics and Statistics La Trobe University Melbourne Australia 3086","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028275548"],"corresponding_institution_ids":["https://openalex.org/I196829312"],"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":0.01687184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":"3","first_page":"899","last_page":"922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9940999746322632,"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":0.9940999746322632,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9937000274658203,"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/T13487","display_name":"Statistical and numerical algorithms","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/sufficient-dimension-reduction","display_name":"Sufficient dimension reduction","score":0.8008920550346375},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.7936369180679321},{"id":"https://openalex.org/keywords/sliced-inverse-regression","display_name":"Sliced inverse regression","score":0.7622712850570679},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7440797686576843},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6914401650428772},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.687064528465271},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6815736293792725},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5424038767814636},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5092252492904663},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.47944751381874084},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.47229793667793274},{"id":"https://openalex.org/keywords/variance-reduction","display_name":"Variance reduction","score":0.4641026258468628},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.44454947113990784},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.4137607216835022},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.36254793405532837},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34297654032707214},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.315876305103302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18806332349777222},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09516316652297974},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.08499571681022644}],"concepts":[{"id":"https://openalex.org/C27931671","wikidata":"https://www.wikidata.org/wiki/Q7634497","display_name":"Sufficient dimension reduction","level":3,"score":0.8008920550346375},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.7936369180679321},{"id":"https://openalex.org/C41341539","wikidata":"https://www.wikidata.org/wiki/Q7540242","display_name":"Sliced inverse regression","level":3,"score":0.7622712850570679},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7440797686576843},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6914401650428772},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.687064528465271},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6815736293792725},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5424038767814636},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5092252492904663},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.47944751381874084},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.47229793667793274},{"id":"https://openalex.org/C62644790","wikidata":"https://www.wikidata.org/wiki/Q3454689","display_name":"Variance reduction","level":3,"score":0.4641026258468628},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.44454947113990784},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.4137607216835022},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.36254793405532837},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34297654032707214},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.315876305103302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18806332349777222},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09516316652297974},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.08499571681022644},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00180-015-0614-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-015-0614-6","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_s00180-015-0614-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-015-0614-6","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":"","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/21845484","is_oa":true,"landing_page_url":"https://figshare.com/articles/thesis/Improving_Estimated_Sufficient_Summary_Plots_in_Dimension_Reduction_Using_Minimization_Criteria_Based_on_Initial_Estimates/21845484","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.26181/21845484.v1","is_oa":true,"landing_page_url":"https://doi.org/10.26181/21845484.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407052018","display_name":"La Trobe University","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/21845484","is_oa":true,"landing_page_url":"https://figshare.com/articles/thesis/Improving_Estimated_Sufficient_Summary_Plots_in_Dimension_Reduction_Using_Minimization_Criteria_Based_on_Initial_Estimates/21845484","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W3939841","https://openalex.org/W1513618424","https://openalex.org/W1703658160","https://openalex.org/W1924388195","https://openalex.org/W1927246633","https://openalex.org/W1970915113","https://openalex.org/W1987009884","https://openalex.org/W1998791942","https://openalex.org/W1999663487","https://openalex.org/W2003210018","https://openalex.org/W2019794110","https://openalex.org/W2031360662","https://openalex.org/W2031676838","https://openalex.org/W2046033161","https://openalex.org/W2049496090","https://openalex.org/W2053225089","https://openalex.org/W2065742895","https://openalex.org/W2068028888","https://openalex.org/W2068752849","https://openalex.org/W2073663354","https://openalex.org/W2099427332","https://openalex.org/W2107195252","https://openalex.org/W2144405862","https://openalex.org/W2163490846","https://openalex.org/W2171050905","https://openalex.org/W2204974107","https://openalex.org/W2313339984","https://openalex.org/W2346841190","https://openalex.org/W2582743722","https://openalex.org/W3105973667","https://openalex.org/W3144545015","https://openalex.org/W4213170682"],"related_works":["https://openalex.org/W2952134625","https://openalex.org/W4315473876","https://openalex.org/W3164589092","https://openalex.org/W2299200725","https://openalex.org/W2952130664","https://openalex.org/W2554994164","https://openalex.org/W2100975828","https://openalex.org/W2050083787","https://openalex.org/W4205131566","https://openalex.org/W1199581941"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
