{"id":"https://openalex.org/W7161772303","doi":"https://doi.org/10.1007/978-3-032-21811-7_17","title":"Addressing Prior Dependence in Hierarchical Bayesian Modeling for PTA Data Analysis I: Methodology and Implementation","display_name":"Addressing Prior Dependence in Hierarchical Bayesian Modeling for PTA Data Analysis I: Methodology and Implementation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7161772303","doi":"https://doi.org/10.1007/978-3-032-21811-7_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-21811-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21811-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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":"https://openalex.org/A5030590154","display_name":"L. D'amico","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"L. D\u2019Amico","raw_affiliation_strings":["Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy"],"raw_orcid":"https://orcid.org/0009-0007-4547-9456","affiliations":[{"raw_affiliation_string":"Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136537737","display_name":"E. Villa","orcid":"https://orcid.org/0000-0003-2203-0254"},"institutions":[{"id":"https://openalex.org/I4210107521","display_name":"Istituto di Astrofisica Spaziale e Fisica Cosmica di Milano","ror":"https://ror.org/01jgp6d54","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210107521","https://openalex.org/I875825670"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Villa","raw_affiliation_strings":["INAF \u2013 Istituto di Astrofisica Spaziale e Fisica cosmica di Milano (IASF-MI), Via Alfonso Corti 12, 20133, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2203-0254","affiliations":[{"raw_affiliation_string":"INAF \u2013 Istituto di Astrofisica Spaziale e Fisica cosmica di Milano (IASF-MI), Via Alfonso Corti 12, 20133, Milano, Italy","institution_ids":["https://openalex.org/I4210107521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120302622","display_name":"Fatima Modica Bittordo","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fatima Modica Bittordo","raw_affiliation_strings":["Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy"],"raw_orcid":"https://orcid.org/0009-0003-1403-4033","affiliations":[{"raw_affiliation_string":"Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029865768","display_name":"A. B\u00e2rc\u0103","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Barca","raw_affiliation_strings":["Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy"],"raw_orcid":"https://orcid.org/0009-0007-6350-3798","affiliations":[{"raw_affiliation_string":"Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136571477","display_name":"F. Al\u00ec","orcid":"https://orcid.org/0009-0002-2894-3652"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Al\u00ec","raw_affiliation_strings":["Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy"],"raw_orcid":"https://orcid.org/0009-0002-2894-3652","affiliations":[{"raw_affiliation_string":"Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136592984","display_name":"M. Meneghetti","orcid":"https://orcid.org/0000-0003-1225-7084"},"institutions":[{"id":"https://openalex.org/I4210087155","display_name":"Istituto di Astrofisica Spaziale e Fisica Cosmica di Bologna","ror":"https://ror.org/000sy1f36","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210087155","https://openalex.org/I875825670"]},{"id":"https://openalex.org/I875825670","display_name":"National Institute for Astrophysics","ror":"https://ror.org/02gh4kt33","country_code":"IT","type":"government","lineage":["https://openalex.org/I875825670"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Meneghetti","raw_affiliation_strings":["INAF \u2013 Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1225-7084","affiliations":[{"raw_affiliation_string":"INAF \u2013 Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129, Bologna, Italy","institution_ids":["https://openalex.org/I4210087155","https://openalex.org/I875825670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045789294","display_name":"L. Naso","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Naso","raw_affiliation_strings":["Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy"],"raw_orcid":"https://orcid.org/0009-0002-6495-3321","affiliations":[{"raw_affiliation_string":"Koexai Srl, Via Josemaria Escriv\u00e0 6, 95125, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030590154"],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55666114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.13609999418258667,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.13609999418258667,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.07419999688863754,"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":0.07259999960660934,"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/bayesian-probability","display_name":"Bayesian probability","score":0.4844000041484833},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.28189998865127563},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2786000072956085},{"id":"https://openalex.org/keywords/hierarchical-database-model","display_name":"Hierarchical database model","score":0.265500009059906},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.2614000141620636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8618999719619751},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49140000343322754},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4844000041484833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.461899995803833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C3020402766","wikidata":"https://www.wikidata.org/wiki/Q104376712","display_name":"Prior information","level":2,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-21811-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21811-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1959492","https://openalex.org/W1975633784","https://openalex.org/W1997628954","https://openalex.org/W2075034912","https://openalex.org/W2134861837","https://openalex.org/W2281221830","https://openalex.org/W2891084346","https://openalex.org/W2992005611","https://openalex.org/W3006027043","https://openalex.org/W3132541752","https://openalex.org/W3209505183","https://openalex.org/W4213011767","https://openalex.org/W4376602203","https://openalex.org/W4382358570","https://openalex.org/W4382363333","https://openalex.org/W4382618993","https://openalex.org/W4399511645","https://openalex.org/W4404574611","https://openalex.org/W4407156842","https://openalex.org/W4408928406","https://openalex.org/W4411878727","https://openalex.org/W4415806259","https://openalex.org/W6949767367","https://openalex.org/W7125614783"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2026-05-21T00:00:00"}
