{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T03:04:54Z","timestamp":1780455894197,"version":"3.54.1"},"reference-count":22,"publisher":"Wiley","issue":"15","license":[{"start":{"date-parts":[[2017,3,9]],"date-time":"2017-03-09T00:00:00Z","timestamp":1489017600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1"},{"start":{"date-parts":[[2017,3,9]],"date-time":"2017-03-09T00:00:00Z","timestamp":1489017600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions"}],"content-domain":{"domain":["wiley.com"],"crossmark-restriction":true},"short-container-title":["Statist. Med."],"published-print":{"date-parts":[[2017,7,10]]},"DOI":"10.1002\/sim.7276","type":"journal-article","created":{"date-parts":[[2017,3,9]],"date-time":"2017-03-09T09:03:43Z","timestamp":1489050223000},"page":"2391-2403","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Subgroup finding via Bayesian additive regression trees"],"prefix":"10.1002","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7093-8078","authenticated-orcid":false,"given":"Siva.","family":"Sivaganesan","sequence":"first","affiliation":[{"name":"University of Cincinnati; Cincinnati OH U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"M\u00fcller","sequence":"additional","affiliation":[{"name":"University of Texas at Austin; Austin TX U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Huang","sequence":"additional","affiliation":[{"name":"Cincinnati Children Hospital and Medical Center; Cincinnati OH U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2017,3,9]]},"reference":[{"key":"10.1002\/sim.7276-BIB0001|sim7276-cit-0001","first-page":"2917","article-title":"Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practice and problems","volume":"2","author":"Pocock","year":"2001","journal-title":"Statististics in Medicine"},{"key":"10.1002\/sim.7276-BIB0002|sim7276-cit-0002","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/S0140-6736(05)17709-5","article-title":"Subgroup analysis in randomized controlled trials: importance, indications, and interpretation","volume":"365","author":"Rothwell","year":"2005","journal-title":"Lancet"},{"key":"10.1002\/sim.7276-BIB0003|sim7276-cit-0003","doi-asserted-by":"crossref","first-page":"2189","DOI":"10.1056\/NEJMsr077003","article-title":"Statistics in medicine - reporting of subgroup analyses in clinical trials","volume":"357","author":"Wang","year":"2007","journal-title":"New England Journal of Medicine"},{"key":"10.1002\/sim.7276-BIB0004|sim7276-cit-0004","doi-asserted-by":"crossref","first-page":"871","DOI":"10.2307\/2532645","article-title":"Bayesian subset analysis","volume":"47","author":"Dixon","year":"1991","journal-title":"Biometrics"},{"key":"10.1002\/sim.7276-BIB0005|sim7276-cit-0005","doi-asserted-by":"crossref","first-page":"2909","DOI":"10.1002\/sim.1295","article-title":"Bayesian subset analysis: application to studying treatment-by-gender interactions","volume":"21","author":"Simon","year":"2002","journal-title":"Statistics in Medicine"},{"key":"10.1002\/sim.7276-BIB0006|sim7276-cit-0006","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1177\/1740774510396933","article-title":"Bayesian models for subgroup analysis in clinical trials","volume":"8","author":"Jones","year":"2011","journal-title":"Clinical Trials"},{"issue":"1","key":"10.1002\/sim.7276-BIB0007|sim7276-cit-0007","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1198\/004017006000000408","article-title":"Smoothing balanced single-error-term analysis of variance","volume":"49","author":"Hodges","year":"2007","journal-title":"Technometrics"},{"key":"10.1002\/sim.7276-BIB0008|sim7276-cit-0008","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1002\/sim.4108","article-title":"A Bayesian subgroup analysis with a zero-enriched Polya urn scheme, 30","volume":"30","author":"Sivaganesan","year":"2011","journal-title":"Statistics in Medicine"},{"key":"10.1002\/sim.7276-BIB0009|sim7276-cit-0009","first-page":"277","volume-title":"Frontiers of Statistical Decision Making and Bayesian Analysis","author":"M\u00fcller","year":"2010"},{"key":"10.1002\/sim.7276-BIB0010|sim7276-cit-0010","doi-asserted-by":"crossref","first-page":"576","DOI":"10.1093\/acprof:oso\/9780199695607.003.0029","volume-title":"Bayesian theory and applications","author":"Laud","year":"2013"},{"issue":"1","key":"10.1002\/sim.7276-BIB0011|sim7276-cit-0011","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1080\/10543406.2013.856026","article-title":"A Bayesian approach to subgroup identification","volume":"24","author":"Berger","year":"2014","journal-title":"Journal of Biopharmaceutical Statistics"},{"issue":"1","key":"10.1002\/sim.7276-BIB0012|sim7276-cit-0012","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/s12561-014-9117-1","article-title":"Subgroup-based adaptive (SUBA) designs for multi-arm biomarker trial","volume":"8","author":"Xu","year":"2016","journal-title":"Statistics in Bioscience"},{"key":"10.1002\/sim.7276-BIB0013|sim7276-cit-0013","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2202\/1557-4679.1071","article-title":"Interaction trees with censored survival data","volume":"4","author":"Su","year":"2008","journal-title":"The International Journal of Biostatistics"},{"key":"10.1002\/sim.7276-BIB0014|sim7276-cit-0014","first-page":"141","article-title":"Subgroup analysis via recursive partitioning","volume":"10","author":"Su","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"10.1002\/sim.7276-BIB0015|sim7276-cit-0015","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1177\/1740774510369350","article-title":"The mean does not mean as much anymore: finding sub-groups for tailored therapeutics","volume":"7","author":"Ruberg","year":"2010","journal-title":"Clinical Trials"},{"key":"10.1002\/sim.7276-BIB0016|sim7276-cit-0016","doi-asserted-by":"crossref","first-page":"2867","DOI":"10.1002\/sim.4322","article-title":"Subgroup identification from randomized clinical trial data","volume":"30","author":"Foster","year":"2011","journal-title":"Statistics in Medicine"},{"key":"10.1002\/sim.7276-BIB0017|sim7276-cit-0017","doi-asserted-by":"crossref","first-page":"2601","DOI":"10.1002\/sim.4289","article-title":"Subgroup identification based on differential effect search? A recursive partitioning method for establishing response to treatment in patient subpopulations","volume":"30","author":"Lipkovich","year":"2011","journal-title":"Statistics in Medicine"},{"issue":"1","key":"10.1002\/sim.7276-BIB0018|sim7276-cit-0018","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1214\/09-AOAS285","article-title":"BART: Bayesian additive regression trees","volume":"4","author":"Chipman","year":"2010","journal-title":"Annals of Applied Statistics"},{"key":"10.1002\/sim.7276-BIB0019|sim7276-cit-0019","doi-asserted-by":"crossref","DOI":"10.1111\/biom.12677","article-title":"Bayesian Population Finding with Biomarkers in a Randomized Clinical Trial","author":"Morita","year":"2017","journal-title":"Biometrics"},{"issue":"7","key":"10.1002\/sim.7276-BIB0020|sim7276-cit-0020","doi-asserted-by":"crossref","first-page":"2235","DOI":"10.1002\/art.21956","article-title":"A randomized controlled trial of calcium supplementation to increase bone mineral density in children with juvenile rheumatoid arthritis","volume":"54","author":"Lovell","year":"2006","journal-title":"Arthritis and Rheumatism"},{"key":"10.1002\/sim.7276-BIB0021|sim7276-cit-0021","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1198\/016214508000000689","article-title":"Bayesian treed gaussian process models with an application to computer modeling","volume":"103","author":"Grammy","year":"2008","journal-title":"Journal of the American Statistical Association"},{"key":"10.1002\/sim.7276-BIB0022|sim7276-cit-0022","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1198\/jcgs.2010.08162","article-title":"Bayesian nonparametric modeling for causal inference","volume":"20:1","author":"Hill","year":"2011","journal-title":"Journal of Computational and Graphical Statistics"}],"container-title":["Statistics in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fsim.7276","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/onlinelibrary.wiley.com\/wol1\/doi\/10.1002\/sim.7276\/fullpdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,4]],"date-time":"2021-07-04T07:06:44Z","timestamp":1625382404000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/sim.7276"}},"subtitle":["S. SIVAGANESAN, P. M\u00dcLLER AND B. HUANG"],"short-title":[],"issued":{"date-parts":[[2017,3,9]]},"references-count":22,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2017,7,10]]}},"URL":"https:\/\/doi.org\/10.1002\/sim.7276","archive":["Portico"],"relation":{},"ISSN":["0277-6715"],"issn-type":[{"value":"0277-6715","type":"print"}],"subject":[],"published":{"date-parts":[[2017,3,9]]}}}