{"id":"https://openalex.org/W4392750858","doi":"https://doi.org/10.1007/s11222-024-10412-w","title":"Robust score matching for compositional data","display_name":"Robust score matching for compositional data","publication_year":2024,"publication_date":"2024-03-13","ids":{"openalex":"https://openalex.org/W4392750858","doi":"https://doi.org/10.1007/s11222-024-10412-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-024-10412-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-024-10412-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-024-10412-w.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11222-024-10412-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038938718","display_name":"Janice L. Scealy","orcid":"https://orcid.org/0000-0002-9718-869X"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Janice L. Scealy","raw_affiliation_strings":["Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062355879","display_name":"Kassel L. Hingee","orcid":"https://orcid.org/0000-0001-9894-2407"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kassel L. Hingee","raw_affiliation_strings":["Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087238275","display_name":"John T. Kent","orcid":"https://orcid.org/0000-0002-1861-8349"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John T. Kent","raw_affiliation_strings":["Department of Statistics, University of Leeds, Leeds, LS2 9JT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Leeds, Leeds, LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019248593","display_name":"Andrew T. A. Wood","orcid":"https://orcid.org/0000-0003-2975-1986"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew T. A. Wood","raw_affiliation_strings":["Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research School of Finance, Actuarial Studies and Statistics, Australian National University, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038938718"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":{"value":2090,"currency":"EUR","value_usd":2690},"fwci":0.9441,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77655688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"34","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9991000294685364,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9991000294685364,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/matching","display_name":"Matching (statistics)","score":0.5427983999252319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48454394936561584},{"id":"https://openalex.org/keywords/propensity-score-matching","display_name":"Propensity score matching","score":0.45783495903015137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45685723423957825},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4079531133174896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3552347421646118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3527956008911133},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27748924493789673}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5427983999252319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48454394936561584},{"id":"https://openalex.org/C17923572","wikidata":"https://www.wikidata.org/wiki/Q7250160","display_name":"Propensity score matching","level":2,"score":0.45783495903015137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45685723423957825},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4079531133174896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3552347421646118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3527956008911133},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27748924493789673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11222-024-10412-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-024-10412-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-024-10412-w.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11222-024-10412-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-024-10412-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-024-10412-w.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320431","display_name":"Australian National University","ror":"https://ror.org/019wvm592"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392750858.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1963620591","https://openalex.org/W1969909755","https://openalex.org/W2037030821","https://openalex.org/W2052879155","https://openalex.org/W2117890631","https://openalex.org/W2129070761","https://openalex.org/W2153008053","https://openalex.org/W2163903604","https://openalex.org/W2525109755","https://openalex.org/W2912334806","https://openalex.org/W2942453369","https://openalex.org/W2963727293","https://openalex.org/W3007231490","https://openalex.org/W3010902293","https://openalex.org/W3125381447","https://openalex.org/W3156242476","https://openalex.org/W3185996219","https://openalex.org/W4206458088","https://openalex.org/W4210242595","https://openalex.org/W4255230573","https://openalex.org/W4307951978","https://openalex.org/W6628042044"],"related_works":["https://openalex.org/W2026576563","https://openalex.org/W3196761963","https://openalex.org/W2036193982","https://openalex.org/W213628847","https://openalex.org/W4232168831","https://openalex.org/W4253956144","https://openalex.org/W3023923059","https://openalex.org/W2065417422","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Abstract":[0],"The":[1,57,71,83,95],"restricted":[2],"polynomially-tilted":[3],"pairwise":[4],"interaction":[5],"(RPPI)":[6],"distribution":[7],"gives":[8],"a":[9,31,44],"flexible":[10],"model":[11,52,134],"for":[12,50],"compositional":[13],"data.":[14,142],"It":[15],"is":[16,60,74,86,98,120,132,138],"particularly":[17],"well-suited":[18],"to":[19,61,77,87,101],"situations":[20],"where":[21,110],"some":[22],"of":[23,27,30,46],"the":[24,28,51,80,92,128,148],"marginal":[25],"distributions":[26],"components":[29],"composition":[32],"are":[33,105],"concentrated":[34],"near":[35],"zero,":[36],"possibly":[37],"with":[38],"right":[39],"skewness.":[40],"This":[41],"article":[42],"develops":[43],"method":[45],"tractable":[47],"robust":[48],"estimation":[49,65],"by":[53],"combining":[54],"two":[55],"ideas.":[56],"first":[58],"idea":[59,85],"use":[62],"score":[63],"matching":[64],"after":[66],"an":[67],"additive":[68],"log-ratio":[69],"transformation.":[70],"resulting":[72,96],"estimator":[73,97,119],"automatically":[75],"insensitive":[76],"zeros":[78],"in":[79,91,107,122,127],"data":[81],"compositions.":[82],"second":[84],"incorporate":[88],"suitable":[89],"weights":[90],"estimating":[93],"equations.":[94],"additionally":[99],"resistant":[100],"outliers.":[102],"These":[103],"properties":[104],"confirmed":[106],"simulation":[108],"studies":[109],"we":[111],"further":[112],"also":[113],"demonstrate":[114],"that":[115],"our":[116],"new":[117],"outlier-robust":[118],"efficient":[121],"high":[123],"concentration":[124],"settings,":[125],"even":[126],"case":[129],"when":[130],"there":[131],"no":[133],"contamination.":[135],"An":[136],"example":[137],"given":[139],"using":[140],"microbiome":[141],"A":[143],"user-friendly":[144],"R":[145],"package":[146],"accompanies":[147],"article.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}