{"id":"https://openalex.org/W4388319997","doi":"https://doi.org/10.1093/oso/9780199214655.003.0027","title":"Hierarchical Multiresolution Hazard Model for Breast Cancer Recurrence*","display_name":"Hierarchical Multiresolution Hazard Model for Breast Cancer Recurrence*","publication_year":2007,"publication_date":"2007-07-19","ids":{"openalex":"https://openalex.org/W4388319997","doi":"https://doi.org/10.1093/oso/9780199214655.003.0027"},"language":"en","primary_location":{"id":"doi:10.1093/oso/9780199214655.003.0027","doi":"https://doi.org/10.1093/oso/9780199214655.003.0027","is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780199214655.003.0027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bayesian Statistics 8","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4388319943","display_name":"Bayesian Statistics 8"},"type":"book-chapter","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/A5056970932","display_name":"Vanja Duki\u0107","orcid":"https://orcid.org/0000-0002-0348-0834","observed_orcids":["https://orcid.org/0000-0002-0348-0834"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vanja Duki\u0107","raw_affiliation_strings":["University of Chicago, USA vdukic@health.bsd.uchicago.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA vdukic@health.bsd.uchicago.edu","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078957606","display_name":"James J. Dignam","orcid":"https://orcid.org/0000-0001-9484-3997","observed_orcids":["https://orcid.org/0000-0001-9484-3997"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Dignam","raw_affiliation_strings":["University of Chicago, USA jdignam@health.bsd.uchicago.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, USA jdignam@health.bsd.uchicago.edu","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78681627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"601","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.3434999883174896,"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/T10136","display_name":"Statistical Methods and Inference","score":0.3434999883174896,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.17350000143051147,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.14219999313354492,"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/breast-cancer-recurrence","display_name":"breast cancer recurrence","score":0.8849999904632568},{"id":"https://openalex.org/keywords/nonparametric-bayesian-inference","display_name":"Bayesian nonparametrics","score":0.6679999828338623},{"id":"https://openalex.org/keywords/early-breast-cancer","display_name":"early breast cancer","score":0.9169999957084656},{"id":"https://openalex.org/keywords/survival-analysis","display_name":"survival analysis","score":0.4099999964237213}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.6948122978210449},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.6568300127983093},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6424957513809204},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6126492023468018},{"id":"https://openalex.org/C207103383","wikidata":"https://www.wikidata.org/wiki/Q3930246","display_name":"Hazard ratio","level":3,"score":0.6100159287452698},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5454117655754089},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5312981605529785},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48399922251701355},{"id":"https://openalex.org/C121927907","wikidata":"https://www.wikidata.org/wiki/Q1952516","display_name":"Multiresolution analysis","level":5,"score":0.4490634799003601},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3999723196029663},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3117934465408325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3033672571182251},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24786365032196045},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.24571707844734192},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.24073103070259094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2139779031276703},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20635735988616943},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.12269452214241028},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11640027165412903},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.10977205634117126},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.0782836377620697},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/oso/9780199214655.003.0027","doi":"https://doi.org/10.1093/oso/9780199214655.003.0027","is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780199214655.003.0027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bayesian Statistics 8","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9391000270843506,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"score":0.8399999737739563,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2061803275","https://openalex.org/W2249919898","https://openalex.org/W7073651272","https://openalex.org/W2082006958","https://openalex.org/W4388033112","https://openalex.org/W2213964302","https://openalex.org/W2107757852","https://openalex.org/W2106183654","https://openalex.org/W4309306286","https://openalex.org/W2246249522"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"Bayesian":[2],"multiresolution":[3,33],"hazard":[4,14,34,40],"estimator":[5],"(MRH)":[6],"has":[7],"been":[8],"recently":[9],"adapted":[10],"for":[11,58,72],"estimation":[12],"of":[13,44,68],"functions":[15,41],"(Bouman":[16],"et":[17],"al.,":[18],"2007).":[19],"In":[20],"this":[21,63],"paper,":[22],"we":[23],"extend":[24],"the":[25,31],"previously":[26],"proposed":[27],"MRH":[28],"methods":[29],"into":[30],"hierarchical":[32],"setting":[35],"(HMRH),":[36],"to":[37,65],"accommodate":[38],"separate":[39],"within":[42],"each":[43],"several":[45],"patient":[46],"strata":[47],"and":[48],"some":[49],"common":[50],"covariate":[51],"effects":[52],"across":[53],"all":[54],"strata,":[55],"while":[56],"accounting":[57],"within-stratum":[59],"correlation.":[60],"We":[61],"apply":[62],"method":[64],"examine":[66],"patterns":[67],"recurrence":[69],"after":[70],"treatment":[71],"early":[73],"stage":[74],"breast":[75],"cancer,":[76],"using":[77],"data":[78],"from":[79],"two":[80],"large-scale":[81],"randomized":[82],"clinical":[83],"trials.":[84]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2023-11-04T00:00:00"}