{"id":"https://openalex.org/W2491167916","doi":"https://doi.org/10.1002/bimj.201600018","title":"Spatial clustering of average risks and risk trends in Bayesian disease mapping","display_name":"Spatial clustering of average risks and risk trends in Bayesian disease mapping","publication_year":2016,"publication_date":"2016-08-05","ids":{"openalex":"https://openalex.org/W2491167916","doi":"https://doi.org/10.1002/bimj.201600018","mag":"2491167916","pmid":"https://pubmed.ncbi.nlm.nih.gov/27492753"},"language":"en","primary_location":{"id":"doi:10.1002/bimj.201600018","doi":"https://doi.org/10.1002/bimj.201600018","is_oa":false,"landing_page_url":"https://doi.org/10.1002/bimj.201600018","pdf_url":null,"source":{"id":"https://openalex.org/S126457381","display_name":"Biometrical Journal","issn_l":"0323-3847","issn":["0323-3847","1521-4036"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biometrical Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5103096700","display_name":"Craig Anderson","orcid":"https://orcid.org/0000-0003-1554-5727","observed_orcids":["https://orcid.org/0000-0003-1554-5727"]},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210123005","display_name":"ARC Centre of Excellence for Mathematical and Statistical Frontiers","ror":"https://ror.org/02vcqg248","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165779595","https://openalex.org/I2801453606","https://openalex.org/I4210123005","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Craig Anderson","raw_affiliation_strings":["ARC Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS), Richard Berry Building, The University of Melbourne, Parkville, VIC 3010 Australia","School of Mathematical and Physical Sciences, University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007 Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS), Richard Berry Building, The University of Melbourne, Parkville, VIC 3010 Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210123005"]},{"raw_affiliation_string":"School of Mathematical and Physical Sciences, University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007 Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044163835","display_name":"Duncan Lee","orcid":"https://orcid.org/0000-0002-6175-6800","observed_orcids":["https://orcid.org/0000-0002-6175-6800"]},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Duncan Lee","raw_affiliation_strings":["School of Mathematics and Statistics, University of Glasgow, University Gardens, Glasgow, G12 8QW Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, University of Glasgow, University Gardens, Glasgow, G12 8QW Scotland","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069605583","display_name":"Nema Dean","orcid":"https://orcid.org/0000-0002-5080-2517","observed_orcids":["https://orcid.org/0000-0002-5080-2517"]},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nema Dean","raw_affiliation_strings":["School of Mathematics and Statistics, University of Glasgow, University Gardens, Glasgow, G12 8QW Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, University of Glasgow, University Gardens, Glasgow, G12 8QW Scotland","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103096700"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I165779595","https://openalex.org/I4210123005"],"apc_list":{"value":3740,"currency":"USD","value_usd":3740},"apc_paid":null,"fwci":3.1987,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92201386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"59","issue":"1","first_page":"41","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/bayesian-disease-mapping","display_name":"Bayesian disease mapping","score":0.859000027179718},{"id":"https://openalex.org/keywords/spatial-clustering","display_name":"spatial clustering","score":0.781000018119812},{"id":"https://openalex.org/keywords/temporal-trends","display_name":"temporal trends","score":0.5419999957084656},{"id":"https://openalex.org/keywords/disease-risk","display_name":"disease risk","score":0.5509999990463257},{"id":"https://openalex.org/keywords/respiratory-diseases","display_name":"respiratory diseases","score":0.7570000290870667},{"id":"https://openalex.org/keywords/areal-units","display_name":"areal units","score":0.6890000104904175},{"id":"https://openalex.org/keywords/public-health-targeting","display_name":"public health targeting","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7868727445602417},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5112707614898682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4645054042339325},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.44392621517181396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43373245000839233},{"id":"https://openalex.org/C186744025","wikidata":"https://www.wikidata.org/wiki/Q7574064","display_name":"Spatial epidemiology","level":3,"score":0.4288051128387451},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.35598456859588623},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35334473848342896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24027621746063232},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22773441672325134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21148458123207092},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.17205390334129333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14293596148490906},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","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":"D011634","descriptor_name":"Public Health","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012306","descriptor_name":"Risk","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1002/bimj.201600018","doi":"https://doi.org/10.1002/bimj.201600018","is_oa":false,"landing_page_url":"https://doi.org/10.1002/bimj.201600018","pdf_url":null,"source":{"id":"https://openalex.org/S126457381","display_name":"Biometrical Journal","issn_l":"0323-3847","issn":["0323-3847","1521-4036"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biometrical Journal","raw_type":"journal-article"},{"id":"pmid:27492753","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27492753","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":"Biometrical journal. Biometrische Zeitschrift","raw_type":"Journal Article"},{"id":"pmh:oai:eprints.gla.ac.uk:122797","doi":null,"is_oa":false,"landing_page_url":"https://eprints.gla.ac.uk/122797/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I4405259220","host_organization_name":"Institut Agama Islam Negeri Langsa","host_organization_lineage":["https://openalex.org/I4405259220"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Articles"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/125261","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/125261","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6903215092","display_name":"A flexible class of Bayesian spatio-temporal models for cluster detection, trend estimation and forecasting of disease risk","funder_award_id":"MR/L022184/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320320174","display_name":"Carnegie Trust for the Universities of Scotland","ror":"https://ror.org/00dfrzy25"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"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":30,"referenced_works":["https://openalex.org/W629643490","https://openalex.org/W1733500209","https://openalex.org/W1990420052","https://openalex.org/W2004014822","https://openalex.org/W2011832962","https://openalex.org/W2014581807","https://openalex.org/W2018979015","https://openalex.org/W2021557681","https://openalex.org/W2033054774","https://openalex.org/W2033403400","https://openalex.org/W2050740840","https://openalex.org/W2054287017","https://openalex.org/W2055841060","https://openalex.org/W2070697662","https://openalex.org/W2076231474","https://openalex.org/W2078366700","https://openalex.org/W2087101057","https://openalex.org/W2092990185","https://openalex.org/W2098731115","https://openalex.org/W2122228761","https://openalex.org/W2123485292","https://openalex.org/W2131854704","https://openalex.org/W2132057039","https://openalex.org/W2144126515","https://openalex.org/W2147642546","https://openalex.org/W2149281073","https://openalex.org/W2150476512","https://openalex.org/W2165936664","https://openalex.org/W2952528170","https://openalex.org/W3138402761"],"related_works":["https://openalex.org/W2144126515","https://openalex.org/W4221059739","https://openalex.org/W1652357808","https://openalex.org/W6894317623","https://openalex.org/W2742800407","https://openalex.org/W2216618329","https://openalex.org/W2801270029","https://openalex.org/W1965767869","https://openalex.org/W2063272085","https://openalex.org/W6894181784"],"abstract_inverted_index":{"Spatiotemporal":[0],"disease":[1,10,42,46,100,113,152],"mapping":[2],"focuses":[3],"on":[4,60,96,120],"estimating":[5],"the":[6,69,127,136],"spatial":[7,87],"pattern":[8],"in":[9,81,84,154],"risk":[11,43,47,114,124,153],"across":[12],"a":[13,20,37,85,90,106,141,148],"set":[14],"of":[15,23,28,41,72,92,99,129,135,150],"nonoverlapping":[16],"areal":[17],"units":[18],"over":[19,50],"fixed":[21],"period":[22],"time.":[24],"The":[25,133],"key":[26],"aim":[27],"such":[29],"research":[30,77],"is":[31,48,138,145],"to":[32,57,68],"identify":[33],"areas":[34,118],"that":[35],"have":[36,94],"high":[38],"average":[39],"level":[40],"or":[44],"where":[45],"increasing":[49],"time,":[51],"thus":[52],"allowing":[53],"public":[54],"health":[55],"interventions":[56],"be":[58],"focused":[59,95],"these":[61],"areas.":[62],"Such":[63],"aims":[64],"are":[65],"well":[66],"suited":[67],"statistical":[70],"approach":[71,109],"clustering,":[73],"and":[74,126,144],"while":[75],"much":[76],"has":[78],"been":[79],"done":[80],"this":[82,103],"area":[83],"purely":[86],"setting,":[88],"only":[89],"handful":[91],"approaches":[93],"spatiotemporal":[97,112],"clustering":[98,111,117],"risk.":[101],"Therefore,":[102],"paper":[104],"outlines":[105],"new":[107],"modeling":[108],"for":[110],"data,":[115],"by":[116,140,147],"based":[119],"both":[121],"their":[122,130],"mean":[123],"levels":[125],"behavior":[128],"temporal":[131],"trends.":[132],"efficacy":[134],"methodology":[137],"established":[139],"simulation":[142],"study,":[143],"illustrated":[146],"study":[149],"respiratory":[151],"Glasgow,":[155],"Scotland.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2016-08-23T00:00:00"}
