{"id":"https://openalex.org/W4410061683","doi":"https://doi.org/10.1007/s00180-025-01607-4","title":"Misspecification-robust likelihood-free inference in high dimensions","display_name":"Misspecification-robust likelihood-free inference in high dimensions","publication_year":2025,"publication_date":"2025-05-03","ids":{"openalex":"https://openalex.org/W4410061683","doi":"https://doi.org/10.1007/s00180-025-01607-4","mag":"3008255512","pmid":"https://pubmed.ncbi.nlm.nih.gov/41141895","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12552272"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-025-01607-4","doi":"https://doi.org/10.1007/s00180-025-01607-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-025-01607-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-025-01607-4.pdf","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"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":"Computational Statistics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00180-025-01607-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Owen Thomas","orcid":"https://orcid.org/0000-0001-5199-4269","observed_orcids":["https://orcid.org/0000-0001-5199-4269"]},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Owen Thomas","raw_affiliation_strings":["Oslo Centre for Biostatistics and Epidemiology, University of Oslo, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0001-5199-4269","affiliations":[{"raw_affiliation_string":"Oslo Centre for Biostatistics and Epidemiology, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018259555","display_name":"Raquel S\u00e1\u2010Le\u00e3o","orcid":"https://orcid.org/0000-0001-9804-827X","observed_orcids":["https://orcid.org/0000-0001-9804-827X"]},"institutions":[{"id":"https://openalex.org/I4405278324","display_name":"Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier","ror":"https://ror.org/05qd25g49","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4405278324","https://openalex.org/I83558840"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Raquel S\u00e1-Le\u00e3o","raw_affiliation_strings":["Laboratory of Molecular Microbiology of Human Pathogens, Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier, Universidade Nova de Lisboa, Oeiras, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Molecular Microbiology of Human Pathogens, Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier, Universidade Nova de Lisboa, Oeiras, Portugal","institution_ids":["https://openalex.org/I4405278324","https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076223619","display_name":"Herminia de LENCASTRE","orcid":"https://orcid.org/0000-0001-6816-8932","observed_orcids":["https://orcid.org/0000-0001-6816-8932"]},"institutions":[{"id":"https://openalex.org/I4405278324","display_name":"Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier","ror":"https://ror.org/05qd25g49","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4405278324","https://openalex.org/I83558840"]},{"id":"https://openalex.org/I83399316","display_name":"Rockefeller University","ror":"https://ror.org/0420db125","country_code":"US","type":"education","lineage":["https://openalex.org/I83399316"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT","US"],"is_corresponding":false,"raw_author_name":"Herm\u00ednia de Lencastre","raw_affiliation_strings":["Laboratory of Microbiology and Infectious Diseases, The Rockefeller University, New York, USA","Laboratory of Molecular Genetics, Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier, Universidade Nova de Lisboa, Oeiras, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Microbiology and Infectious Diseases, The Rockefeller University, New York, USA","institution_ids":["https://openalex.org/I83399316"]},{"raw_affiliation_string":"Laboratory of Molecular Genetics, Instituto de Tecnologia Qu\u00edmica e Biol\u00f3gica Ant\u00f3nio Xavier, Universidade Nova de Lisboa, Oeiras, Portugal","institution_ids":["https://openalex.org/I4405278324","https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski A","orcid":"https://orcid.org/0000-0003-1925-9154","observed_orcids":["https://orcid.org/0000-0003-1925-9154"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","GB"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Department of Computer Science, Helsinki Institute of Information Technology, Aalto University, Espoo, Finland","Department of Computer Science, University of Manchester, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Helsinki Institute of Information Technology, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Computer Science, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013196979","display_name":"Jukka Corander","orcid":"https://orcid.org/0000-0002-7752-1942","observed_orcids":["https://orcid.org/0000-0002-7752-1942"]},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]},{"id":"https://openalex.org/I2802476451","display_name":"Wellcome Sanger Institute","ror":"https://ror.org/05cy4wa09","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802476451","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI","GB","NO"],"is_corresponding":false,"raw_author_name":"Jukka Corander","raw_affiliation_strings":["Department of Mathematics and Statistics, Helsinki Institute of Information Technology, University of Helsinki, Helsinki, Finland","Oslo Centre for Biostatistics and Epidemiology, University of Oslo, Oslo, Norway","Parasites and Microbes, Wellcome Sanger Institute, Hinxton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Helsinki Institute of Information Technology, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052","https://openalex.org/I32943570"]},{"raw_affiliation_string":"Oslo Centre for Biostatistics and Epidemiology, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]},{"raw_affiliation_string":"Parasites and Microbes, Wellcome Sanger Institute, Hinxton, UK","institution_ids":["https://openalex.org/I2802476451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050486166","display_name":"Henri Pesonen","orcid":"https://orcid.org/0000-0003-4500-2926","observed_orcids":["https://orcid.org/0000-0003-4500-2926","https://orcid.org/0000-0002-5806-8572"]},"institutions":[{"id":"https://openalex.org/I1281400175","display_name":"Oslo University Hospital","ror":"https://ror.org/00j9c2840","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I1281400175"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Henri Pesonen","raw_affiliation_strings":["Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway","institution_ids":["https://openalex.org/I1281400175"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I184942183"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":2.5818,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89394609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"40","issue":"8","first_page":"4399","last_page":"4439"},"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":0.989300012588501,"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":0.989300012588501,"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":0.003599999938160181,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.0010999999940395355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/simulation-based-inference","display_name":"simulation-based inference","score":0.984000027179718},{"id":"https://openalex.org/keywords/approximate-bayesian-computation","display_name":"approximate Bayesian computation","score":0.9900000095367432},{"id":"https://openalex.org/keywords/high-dimensional-parameter-spaces","display_name":"high-dimensional parameter spaces","score":0.8159999847412109},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.7369999885559082},{"id":"https://openalex.org/keywords/discrepancy-function","display_name":"discrepancy function","score":0.6240000128746033},{"id":"https://openalex.org/keywords/acquisition-functions","display_name":"acquisition functions","score":0.6740000247955322},{"id":"https://openalex.org/keywords/summary-statistics","display_name":"summary statistics","score":0.6050000190734863},{"id":"https://openalex.org/keywords/strain-competition","display_name":"strain competition","score":0.8569999933242798},{"id":"https://openalex.org/keywords/parameter-space-exploration","display_name":"parameter space exploration","score":0.3269999921321869}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6942241191864014},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5236492156982422},{"id":"https://openalex.org/C2781117939","wikidata":"https://www.wikidata.org/wiki/Q5374245","display_name":"Empirical likelihood","level":3,"score":0.4611437916755676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4456713795661926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38353872299194336},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3799637258052826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28403520584106445}],"mesh":[],"locations_count":10,"locations":[{"id":"doi:10.1007/s00180-025-01607-4","doi":"https://doi.org/10.1007/s00180-025-01607-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-025-01607-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-025-01607-4.pdf","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"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":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:11359878","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12552272","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12552272/pdf/180_2025_Article_1607.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:41141895","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41141895","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,"listed_in":[],"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":"Computational statistics","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12552272","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12552272/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Comput Stat","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/810b3802-48b3-4b2c-892d-7d204cd7c98a","doi":null,"is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/810b3802-48b3-4b2c-892d-7d204cd7c98a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Thomas, O, S\u00e1-Le\u00e3o, R, de Lencastre, H, Kaski, S, Corander, J & Pesonen, H 2025, 'Misspecification-robust likelihood-free inference in high dimensions', Computational Statistics, vol. 40, no. 8, 114007, pp. 4399-4439. https://doi.org/10.1007/s00180-025-01607-4","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2002.09377","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.09377","pdf_url":"https://arxiv.org/pdf/2002.09377","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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:aaltodoc.aalto.fi:123456789/140477","doi":null,"is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/02b9faa3-03e8-4669-8d24-eb17da0b99f0","pdf_url":"https://research.aalto.fi/files/199730741/Misspecification-robust_likelihood-free_inference_in_high_dimensions.pdf","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"mag:3008255512","doi":null,"is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2002.09377","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:helda.helsinki.fi:10138/595964","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/595964","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2002.09377","doi":"https://doi.org/10.48550/arxiv.2002.09377","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2002.09377","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1007/s00180-025-01607-4","doi":"https://doi.org/10.1007/s00180-025-01607-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-025-01607-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-025-01607-4.pdf","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"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":"Computational Statistics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G108197372","display_name":null,"funder_award_id":"742,158","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"},{"id":"https://openalex.org/G3527096111","display_name":null,"funder_award_id":"LISBOA-01-0145-FEDER- 016417","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5062779920","display_name":"4612 .: Microbiologia Molecular, Estrutural e Celular","funder_award_id":"LISBOA-01-0145-FEDER-007660","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7966353708","display_name":null,"funder_award_id":"292334","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320323260","display_name":"Universitetet i Oslo","ror":"https://ror.org/01xtthb56"},{"id":"https://openalex.org/F4320332050","display_name":"Finnish Center for Artificial Intelligence","ror":"https://ror.org/0321d1h15"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410061683.pdf","grobid_xml":"https://content.openalex.org/works/W4410061683.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W186151502","https://openalex.org/W632087424","https://openalex.org/W636327003","https://openalex.org/W1502641836","https://openalex.org/W1510052597","https://openalex.org/W1537366970","https://openalex.org/W1546037769","https://openalex.org/W1594863551","https://openalex.org/W1710476689","https://openalex.org/W1790933236","https://openalex.org/W1854348894","https://openalex.org/W1911375530","https://openalex.org/W1973410308","https://openalex.org/W1977033668","https://openalex.org/W2011626820","https://openalex.org/W2025909913","https://openalex.org/W2055989091","https://openalex.org/W2061144551","https://openalex.org/W2062665066","https://openalex.org/W2066999504","https://openalex.org/W2067278522","https://openalex.org/W2067392831","https://openalex.org/W2092124742","https://openalex.org/W2093889759","https://openalex.org/W2099201756","https://openalex.org/W2100614560","https://openalex.org/W2101536960","https://openalex.org/W2103660236","https://openalex.org/W2109638305","https://openalex.org/W2110976232","https://openalex.org/W2112214852","https://openalex.org/W2112370854","https://openalex.org/W2113145584","https://openalex.org/W2114808661","https://openalex.org/W2132555912","https://openalex.org/W2135267747","https://openalex.org/W2139812092","https://openalex.org/W2142108063","https://openalex.org/W2151227169","https://openalex.org/W2157723913","https://openalex.org/W2192203593","https://openalex.org/W2243651912","https://openalex.org/W2265364135","https://openalex.org/W2338987197","https://openalex.org/W2420345076","https://openalex.org/W2512401777","https://openalex.org/W2530741948","https://openalex.org/W2534708821","https://openalex.org/W2587978364","https://openalex.org/W2593094133","https://openalex.org/W2596259014","https://openalex.org/W2601068128","https://openalex.org/W2608310759","https://openalex.org/W2739217148","https://openalex.org/W2744702176","https://openalex.org/W2753668281","https://openalex.org/W2763692854","https://openalex.org/W2804425690","https://openalex.org/W2804810839","https://openalex.org/W2883664406","https://openalex.org/W2894351956","https://openalex.org/W2895152177","https://openalex.org/W2895866691","https://openalex.org/W2896065349","https://openalex.org/W2902586369","https://openalex.org/W2911561326","https://openalex.org/W2922260199","https://openalex.org/W2935209189","https://openalex.org/W2947626232","https://openalex.org/W2963659022","https://openalex.org/W2964129402","https://openalex.org/W2964250089","https://openalex.org/W2994680542","https://openalex.org/W2996510778","https://openalex.org/W2996797158","https://openalex.org/W3004228280","https://openalex.org/W3006317140","https://openalex.org/W3047665479","https://openalex.org/W3086988147","https://openalex.org/W3094221767","https://openalex.org/W3097857172","https://openalex.org/W3106513449","https://openalex.org/W3148140980","https://openalex.org/W3154246438","https://openalex.org/W4210726438","https://openalex.org/W4221155165","https://openalex.org/W4232632925","https://openalex.org/W4242665286","https://openalex.org/W4294026508","https://openalex.org/W4297070852","https://openalex.org/W4313453545","https://openalex.org/W4379878050","https://openalex.org/W6600002382","https://openalex.org/W6607766237","https://openalex.org/W6811716405"],"related_works":["https://openalex.org/W3008255512","https://openalex.org/W6908592515","https://openalex.org/W4416117531","https://openalex.org/W2964129402","https://openalex.org/W3158712928","https://openalex.org/W2971133799","https://openalex.org/W6902194492","https://openalex.org/W7116982228","https://openalex.org/W2982671608","https://openalex.org/W4379878050"],"abstract_inverted_index":{"Likelihood-free":[0],"inference":[1,47,138],"for":[2,16,32,44,88,103,127],"simulator-based":[3],"statistical":[4],"models":[5,19],"has":[6],"developed":[7],"rapidly":[8],"from":[9],"its":[10],"infancy":[11],"to":[12,64,75,119,148,168],"a":[13,23,30,69,121,140,163,169,182],"useful":[14],"tool":[15],"practitioners.":[17],"However,":[18],"with":[20,116],"more":[21],"than":[22],"handful":[24],"of":[25,57,79,106,124,129,158],"parameters":[26],"still":[27],"generally":[28],"remain":[29],"challenge":[31],"the":[33,42,58,80,107,156],"Approximate":[34],"Bayesian":[35,60],"Computation":[36],"(ABC)":[37],"based":[38,62],"inference.":[39],"To":[40],"advance":[41],"possibilities":[43],"performing":[45],"likelihood-free":[46],"in":[48,68,139,181],"higher":[49,89],"dimensional":[50,90],"parameter":[51,81,91,143,184],"spaces,":[52],"we":[53],"introduce":[54],"an":[55,76],"extension":[56],"popular":[59],"optimisation":[61],"approach":[63,84,160],"approximate":[65],"discrepancy":[66],"functions":[67],"probabilistic":[70],"manner":[71],"which":[72,173],"lends":[73],"itself":[74],"efficient":[77,110,137],"exploration":[78],"space.":[82,185],"Our":[83],"achieves":[85],"computational":[86],"scalability":[87],"spaces":[92],"by":[93,161],"using":[94],"separate":[95],"acquisition":[96,112],"functions,":[97],"discrepancies,":[98],"and":[99,145],"associated":[100],"summary":[101],"statistics":[102],"distinct":[104],"subsets":[105,128],"parameters.":[108,131],"The":[109,132],"additive":[111],"structure":[113],"is":[114],"combined":[115],"exponentiated":[117],"loss-likelihood":[118],"provide":[120],"misspecification-robust":[122],"characterisation":[123],"posterior":[125],"distributions":[126],"model":[130,167],"method":[133],"successfully":[134],"performs":[135],"computationally":[136],"moderately":[141],"sized":[142],"space":[144],"compares":[146],"favourably":[147],"existing":[149],"modularised":[150],"ABC":[151],"methods.":[152],"We":[153],"further":[154],"illustrate":[155],"potential":[157],"this":[159],"fitting":[162],"bacterial":[164],"transmission":[165],"dynamics":[166],"real":[170],"data":[171],"set,":[172],"provides":[174],"biologically":[175],"coherent":[176],"results":[177],"on":[178],"strain":[179],"competition":[180],"30-dimensional":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-05-04T00:00:00"}