{"id":"https://openalex.org/W2406618035","doi":"https://doi.org/10.1093/bioinformatics/bty867","title":"ABC random forests for Bayesian parameter inference","display_name":"ABC random forests for Bayesian parameter inference","publication_year":2018,"publication_date":"2018-10-12","ids":{"openalex":"https://openalex.org/W2406618035","doi":"https://doi.org/10.1093/bioinformatics/bty867","mag":"2406618035","pmid":"https://pubmed.ncbi.nlm.nih.gov/30321307"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/bty867","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty867","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/10/1720/28639964/bty867.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/35/10/1720/28639964/bty867.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049396755","display_name":"Louis Raynal","orcid":"https://orcid.org/0000-0003-2805-3254"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Louis Raynal","raw_affiliation_strings":["IMAG, Univ Montpellier, CNRS, Montpellier, France","IMAG; Univ Montpellier; CNRS, Montpellier France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMAG, Univ Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"IMAG; Univ Montpellier; CNRS, Montpellier France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033156491","display_name":"Jean\u2010Michel Marin","orcid":"https://orcid.org/0000-0001-7451-9719"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Michel Marin","raw_affiliation_strings":["IBC, Univ Montpellier, CNRS, Montpellier, France","IMAG, Univ Montpellier, CNRS, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBC, Univ Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"IMAG, Univ Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032245151","display_name":"Pierre Pudlo","orcid":"https://orcid.org/0000-0003-0995-716X"},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210138206","display_name":"Institut de Math\u00e9matiques de Marseille","ror":"https://ror.org/042h2y225","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210138206","https://openalex.org/I4210141950","https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Pudlo","raw_affiliation_strings":["Institut de Math\u00e9matiques de Marseille, Aix-Marseille Universit\u00e9, Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut de Math\u00e9matiques de Marseille, Aix-Marseille Universit\u00e9, Marseille, France","institution_ids":["https://openalex.org/I4210138206","https://openalex.org/I21491767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020692507","display_name":"Mathieu Ribatet","orcid":"https://orcid.org/0000-0003-0231-6001"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Ribatet","raw_affiliation_strings":["IMAG, Univ Montpellier, CNRS, Montpellier, France","IMAG; Univ Montpellier; CNRS, Montpellier France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMAG, Univ Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"IMAG; Univ Montpellier; CNRS, Montpellier France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080652581","display_name":"Christian P. Robert","orcid":"https://orcid.org/0000-0001-6635-3261"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Christian P Robert","raw_affiliation_strings":["Department of Statistics, University of Warwick, Coventry, UK","Universit\u00e9 Paris Dauphine, PSL Research University, Paris, France","U. Paris-Dauphine and U. Warwick"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Universit\u00e9 Paris Dauphine, PSL Research University, Paris, France","institution_ids":["https://openalex.org/I56435720","https://openalex.org/I2746051580"]},{"raw_affiliation_string":"U. Paris-Dauphine and U. Warwick","institution_ids":["https://openalex.org/I56435720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019671078","display_name":"Arnaud Estoup","orcid":"https://orcid.org/0000-0002-4357-6144"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210147278","display_name":"Centre de Biologie pour la Gestion des Populations","ror":"https://ror.org/05h7ddb14","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I24906876","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210117091","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210147278","https://openalex.org/I4210166444","https://openalex.org/I4399657933","https://openalex.org/I4399657933","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Estoup","raw_affiliation_strings":["CBGP, INRA, CIRAD, IRD, Montpellier SupAgro, Univ Montpellier, Montpellier, France","IBC, Univ Montpellier, CNRS, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CBGP, INRA, CIRAD, IRD, Montpellier SupAgro, Univ Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I4210166444","https://openalex.org/I4210147278"]},{"raw_affiliation_string":"IBC, Univ Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":4.5842,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95558985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"35","issue":"10","first_page":"1720","last_page":"1728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9757000207901001,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9757000207901001,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.004900000058114529,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.003800000064074993,"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/approximate-bayesian-computation","display_name":"Approximate Bayesian computation","score":0.7388554811477661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6156988739967346},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5381823778152466},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5020387172698975},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4717106521129608},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.46391311287879944},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.45866528153419495},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4578811228275299},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4304952323436737},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.419585257768631},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4145289361476898},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3793613314628601},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36556684970855713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3223395347595215},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2956767976284027}],"concepts":[{"id":"https://openalex.org/C2779377595","wikidata":"https://www.wikidata.org/wiki/Q21045424","display_name":"Approximate Bayesian computation","level":3,"score":0.7388554811477661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6156988739967346},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5381823778152466},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5020387172698975},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4717106521129608},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.46391311287879944},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.45866528153419495},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4578811228275299},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4304952323436737},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.419585257768631},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4145289361476898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3793613314628601},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36556684970855713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3223395347595215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2956767976284027},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005828","descriptor_name":"Genetics, Population","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1093/bioinformatics/bty867","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty867","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/10/1720/28639964/bty867.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:30321307","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30321307","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:wrap.warwick.ac.uk:109020","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1605.05537","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1605.05537","pdf_url":"https://arxiv.org/pdf/1605.05537","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:HAL:hal-01337189v2","is_oa":false,"landing_page_url":"https://hal.science/hal-01337189","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://academic.oup.com/bioinformatics/article/35/10/1720/5132692","raw_type":"Journal articles"},{"id":"pmh:oai:basepub.dauphine.fr:123456789/18566","is_oa":false,"landing_page_url":"https://basepub.dauphine.fr/handle/123456789/18566","pdf_url":null,"source":{"id":"https://openalex.org/S4306401007","display_name":"Base Institutionnelle de Recherche de l'universit\u00e9 Paris-Dauphine (BIRD) (University Paris-Dauphine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102197404","host_organization_name":"Universit\u00e9 Paris-Sud","host_organization_lineage":["https://openalex.org/I102197404"],"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 accept\u00e9 pour publication ou publi\u00e9"},{"id":"doi:10.48550/arxiv.1605.05537","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1605.05537","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"doi:10.1093/bioinformatics/bty867","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty867","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/10/1720/28639964/bty867.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321038","display_name":"Fonds National de la Recherche Luxembourg","ror":"https://ror.org/039z13y21"},{"id":"https://openalex.org/F4320323910","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/01x3gbx83"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2406618035.pdf","grobid_xml":"https://content.openalex.org/works/W2406618035.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W26867264","https://openalex.org/W651675367","https://openalex.org/W1546037769","https://openalex.org/W1550629956","https://openalex.org/W1573647811","https://openalex.org/W1583759330","https://openalex.org/W1594863551","https://openalex.org/W1793259860","https://openalex.org/W1923274812","https://openalex.org/W1946356339","https://openalex.org/W1964224776","https://openalex.org/W1965175390","https://openalex.org/W1972630235","https://openalex.org/W1990275569","https://openalex.org/W1997476591","https://openalex.org/W2012933304","https://openalex.org/W2026129783","https://openalex.org/W2034795216","https://openalex.org/W2062665066","https://openalex.org/W2067392831","https://openalex.org/W2096014252","https://openalex.org/W2096791516","https://openalex.org/W2099582366","https://openalex.org/W2111883408","https://openalex.org/W2116416291","https://openalex.org/W2123368367","https://openalex.org/W2124014047","https://openalex.org/W2125300654","https://openalex.org/W2127757090","https://openalex.org/W2128371599","https://openalex.org/W2134599124","https://openalex.org/W2135267747","https://openalex.org/W2139812092","https://openalex.org/W2142431670","https://openalex.org/W2151729750","https://openalex.org/W2152246075","https://openalex.org/W2156984627","https://openalex.org/W2157395790","https://openalex.org/W2162387923","https://openalex.org/W2165912261","https://openalex.org/W2165974744","https://openalex.org/W2167030304","https://openalex.org/W2170855736","https://openalex.org/W2301633793","https://openalex.org/W2408170490","https://openalex.org/W2592171814","https://openalex.org/W2753138806","https://openalex.org/W2895152177","https://openalex.org/W2911964244","https://openalex.org/W2949631852","https://openalex.org/W2963284230","https://openalex.org/W3121290475","https://openalex.org/W4248104870","https://openalex.org/W4254218257","https://openalex.org/W6601101821","https://openalex.org/W6634147026","https://openalex.org/W6634817459","https://openalex.org/W6640330755","https://openalex.org/W6697259124","https://openalex.org/W6723549509","https://openalex.org/W6765924760"],"related_works":["https://openalex.org/W2116416291","https://openalex.org/W2963218043","https://openalex.org/W2951516209","https://openalex.org/W2962771927","https://openalex.org/W778872274","https://openalex.org/W3123699969","https://openalex.org/W2123368367","https://openalex.org/W1594863551","https://openalex.org/W1512625811","https://openalex.org/W2160989900","https://openalex.org/W112870199","https://openalex.org/W1857615231","https://openalex.org/W1824173445","https://openalex.org/W2953074843","https://openalex.org/W596688237","https://openalex.org/W2780468624","https://openalex.org/W2053332694","https://openalex.org/W2895768284","https://openalex.org/W3125654536","https://openalex.org/W1962675348"],"abstract_inverted_index":{"MOTIVATION:":[0],"Approximate":[1],"Bayesian":[2,13,66],"computation":[3],"(ABC)":[4],"has":[5],"grown":[6],"into":[7],"a":[8,30,105,114,159,175,195,200],"standard":[9],"methodology":[10,99],"that":[11,47],"manages":[12],"inference":[14],"for":[15,117,174],"models":[16],"associated":[17,88],"with":[18,70,128,190,205],"intractable":[19],"likelihood":[20],"functions.":[21],"Most":[22],"ABC":[23,130,192],"implementations":[24],"require":[25],"the":[26,44,75,79,84,87,95,111,121,142,145,181,220],"preliminary":[27],"selection":[28,73],"of":[29,32,52,74,78,86,100,113,120,124,139,144,154,164,166,183],"vector":[31,123],"informative":[33],"statistics":[34,81],"summarizing":[35],"raw":[36],"data.":[37],"Furthermore,":[38],"in":[39,104,137,162,219],"almost":[40],"all":[41],"existing":[42],"implementations,":[43],"tolerance":[45,89,155],"level":[46],"separates":[48],"acceptance":[49],"from":[50],"rejection":[51],"simulated":[53],"parameter":[54,122],"values":[55],"needs":[56],"to":[57,63,141],"be":[58],"calibrated.":[59],"RESULTS:":[60],"We":[61,109,179],"propose":[62],"conduct":[64],"likelihood-free":[65],"inferences":[67],"about":[68],"parameters":[69],"no":[71],"prior":[72],"relevant":[76],"components":[77],"summary":[80,146],"and":[82,157,170,187,199],"bypassing":[83],"derivation":[85,112],"level.":[90],"The":[91],"approach":[92],"relies":[93],"on":[94,151,194,227],"random":[96],"forest":[97],"(RF)":[98],"Breiman":[101],"(2001)":[102],"applied":[103],"(non-parametric)":[106],"regression":[107],"setting.":[108],"advocate":[110],"new":[115],"RF":[116],"each":[118],"component":[119],"interest.":[125],"When":[126],"compared":[127],"earlier":[129,191],"solutions,":[131],"this":[132],"method":[133],"offers":[134],"significant":[135],"gains":[136],"terms":[138],"robustness":[140],"choice":[143],"statistics,":[147],"does":[148],"not":[149],"depend":[150],"any":[152],"type":[153],"level,":[156],"is":[158],"good":[160],"trade-off":[161],"term":[163],"quality":[165],"point":[167],"estimator":[168],"precision":[169],"credible":[171],"interval":[172],"estimations":[173],"given":[176],"computing":[177],"time.":[178],"illustrate":[180],"performance":[182],"our":[184],"methodological":[185],"proposal":[186],"compare":[188],"it":[189],"methods":[193,213],"Normal":[196],"toy":[197],"example":[198,203],"population":[201,207],"genetics":[202],"dealing":[204],"human":[206],"evolution.":[208],"AVAILABILITY":[209],"AND":[210],"IMPLEMENTATION:":[211],"All":[212],"designed":[214],"here":[215],"have":[216],"been":[217],"incorporated":[218],"R":[221],"package":[222],"abcrf":[223],"(version":[224],"1.7.1)":[225],"available":[226,234],"CRAN.":[228],"SUPPLEMENTARY":[229],"INFORMATION:":[230],"Supplementary":[231],"data":[232],"are":[233],"at":[235],"Bioinformatics":[236],"online.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
