{"id":"https://openalex.org/W3012517430","doi":"https://doi.org/10.1007/s11222-020-09933-x","title":"Likelihood-free approximate Gibbs sampling","display_name":"Likelihood-free approximate Gibbs sampling","publication_year":2020,"publication_date":"2020-03-11","ids":{"openalex":"https://openalex.org/W3012517430","doi":"https://doi.org/10.1007/s11222-020-09933-x","mag":"3012517430"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-020-09933-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-020-09933-x","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"G. S. Rodrigues","orcid":"https://orcid.org/0000-0001-8943-067X"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"G. S. Rodrigues","raw_affiliation_strings":["Department of Statistics, University of Bras\u00edlia, Bras\u00edlia, 70910-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8943-067X","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Bras\u00edlia, Bras\u00edlia, 70910-900, Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005139027","display_name":"David J. Nott","orcid":"https://orcid.org/0000-0002-5416-0005"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"David J. Nott","raw_affiliation_strings":["Department of Statistics and Applied Probability, National University of Singapore, Singapore, 117546, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Applied Probability, National University of Singapore, Singapore, 117546, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044778185","display_name":"Scott A. Sisson","orcid":"https://orcid.org/0000-0001-8943-067X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"S. A. Sisson","raw_affiliation_strings":["UNSW Data Science Hub, School of Mathematics and Statistics, University of New South Wales, Sydney, 2052, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNSW Data Science Hub, School of Mathematics and Statistics, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150729083"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":2.2247,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8901924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"1057","last_page":"1073"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9955000281333923,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.993399977684021,"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/gibbs-sampling","display_name":"Gibbs sampling","score":0.732222318649292},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7229092121124268},{"id":"https://openalex.org/keywords/approximate-bayesian-computation","display_name":"Approximate Bayesian computation","score":0.544392466545105},{"id":"https://openalex.org/keywords/marginal-likelihood","display_name":"Marginal likelihood","score":0.520304262638092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5159700512886047},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4943225383758545},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4611407220363617},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.45604920387268066},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.4417828321456909},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4239943325519562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.406514048576355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.399177223443985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35386091470718384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31217339634895325}],"concepts":[{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.732222318649292},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7229092121124268},{"id":"https://openalex.org/C2779377595","wikidata":"https://www.wikidata.org/wiki/Q21045424","display_name":"Approximate Bayesian computation","level":3,"score":0.544392466545105},{"id":"https://openalex.org/C95923904","wikidata":"https://www.wikidata.org/wiki/Q6760420","display_name":"Marginal likelihood","level":3,"score":0.520304262638092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5159700512886047},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4943225383758545},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4611407220363617},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.45604920387268066},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.4417828321456909},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4239943325519562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.406514048576355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.399177223443985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35386091470718384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31217339634895325}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11222-020-09933-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-020-09933-x","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4588159538","display_name":"ARC Centre of Excellence for Mathematical and Statistical Frontiers of Big Data, Big Models, New Insights","funder_award_id":"CE140100049","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G5468237524","display_name":null,"funder_award_id":"R-155-000-189-114","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G8334430965","display_name":"Frontiers in Data Science: Analysing Distributions as Data","funder_award_id":"FT170100079","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W7544261","https://openalex.org/W58987265","https://openalex.org/W398005362","https://openalex.org/W588334608","https://openalex.org/W654328901","https://openalex.org/W1482652061","https://openalex.org/W1506859583","https://openalex.org/W1581857999","https://openalex.org/W1594863551","https://openalex.org/W1830883013","https://openalex.org/W1854348894","https://openalex.org/W1882169997","https://openalex.org/W1911375530","https://openalex.org/W1964607942","https://openalex.org/W1967298525","https://openalex.org/W1980792219","https://openalex.org/W1989034362","https://openalex.org/W1995432011","https://openalex.org/W2003198230","https://openalex.org/W2003471362","https://openalex.org/W2011626820","https://openalex.org/W2020830643","https://openalex.org/W2065134558","https://openalex.org/W2066238105","https://openalex.org/W2076197111","https://openalex.org/W2085613663","https://openalex.org/W2086421081","https://openalex.org/W2091860746","https://openalex.org/W2092124742","https://openalex.org/W2095954269","https://openalex.org/W2101168080","https://openalex.org/W2102252264","https://openalex.org/W2107967355","https://openalex.org/W2115098571","https://openalex.org/W2116416291","https://openalex.org/W2123368367","https://openalex.org/W2128306087","https://openalex.org/W2141322161","https://openalex.org/W2144080438","https://openalex.org/W2145358250","https://openalex.org/W2151729750","https://openalex.org/W2151926297","https://openalex.org/W2156984627","https://openalex.org/W2224136389","https://openalex.org/W2266526867","https://openalex.org/W2274286444","https://openalex.org/W2290009291","https://openalex.org/W2509410776","https://openalex.org/W2512401777","https://openalex.org/W2552230462","https://openalex.org/W2553418811","https://openalex.org/W2594309842","https://openalex.org/W2744702176","https://openalex.org/W2788616582","https://openalex.org/W2788863479","https://openalex.org/W2792925550","https://openalex.org/W2795391552","https://openalex.org/W2895152177","https://openalex.org/W2904579105","https://openalex.org/W2904644705","https://openalex.org/W2912039867","https://openalex.org/W2947082575","https://openalex.org/W2951954937","https://openalex.org/W2963218043","https://openalex.org/W2963328533","https://openalex.org/W2963628145","https://openalex.org/W2963668030","https://openalex.org/W2964129402","https://openalex.org/W3095206569","https://openalex.org/W3100622648","https://openalex.org/W3100893285","https://openalex.org/W3103379424","https://openalex.org/W3124277137","https://openalex.org/W3128806671","https://openalex.org/W4234897765","https://openalex.org/W4248104870","https://openalex.org/W6634855759","https://openalex.org/W6816523728","https://openalex.org/W7028698926"],"related_works":["https://openalex.org/W75953361","https://openalex.org/W2124138033","https://openalex.org/W4300007406","https://openalex.org/W2063516189","https://openalex.org/W2996806649","https://openalex.org/W2228510385","https://openalex.org/W2792925550","https://openalex.org/W3125816232","https://openalex.org/W3130280819","https://openalex.org/W3125897635"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
