{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T21:31:58Z","timestamp":1773005518068,"version":"3.50.1"},"reference-count":46,"publisher":"Wiley","issue":"3-5","license":[{"start":{"date-parts":[[2027,2,5]],"date-time":"2027-02-05T00:00:00Z","timestamp":1801785600000},"content-version":"am","delay-in-days":369,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#am"},{"start":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T00:00:00Z","timestamp":1770249600000},"content-version":"vor","delay-in-days":4,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01ES035625"],"award-info":[{"award-number":["R01ES035625"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010663","name":"H2020 European Research Council","doi-asserted-by":"publisher","award":["856506"],"award-info":[{"award-number":["856506"]}],"id":[{"id":"10.13039\/100010663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS\u20102426762"],"award-info":[{"award-number":["IIS\u20102426762"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014\u201021\u20101\u20102510"],"award-info":[{"award-number":["N00014\u201021\u20101\u20102510"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Statistics in Medicine"],"published-print":{"date-parts":[[2026,2]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>In including random effects to account for dependent observations, the odds ratio interpretation of logistic regression coefficients is changed from population\u2010averaged to subject\u2010specific. This is unappealing in many applications, motivating a rich literature on methods that maintain the marginal logistic regression structure without random effects, such as generalized estimating equations. However, for spatial data, random effect approaches are appealing in providing a full probabilistic characterization of the data that can be used for prediction. We propose a new class of spatial logistic regression models that maintain both population\u2010averaged and subject\u2010specific interpretations through a novel class of bridge processes for spatial random effects. These processes are shown to have appealing computational and theoretical properties, including a scale mixture of normal representation. The new methodology is illustrated with simulations and an analysis of childhood malaria prevalence data in Gambia.<\/jats:p>","DOI":"10.1002\/sim.70399","type":"journal-article","created":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T09:30:36Z","timestamp":1770283836000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Marginally Interpretable Spatial Logistic Regression With Bridge Processes"],"prefix":"10.1002","volume":"45","author":[{"given":"Changwoo J.","family":"Lee","sequence":"first","affiliation":[{"name":"Department of Statistical Science Duke University  Durham NC USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David B.","family":"Dunson","sequence":"additional","affiliation":[{"name":"Department of Statistical Science Duke University  Durham NC USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2026,2,5]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9876.00113"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.2307\/2531734"},{"key":"e_1_2_11_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/73.1.13"},{"key":"e_1_2_11_5_1","doi-asserted-by":"publisher","DOI":"10.2307\/1403572"},{"key":"e_1_2_11_6_1","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1009212671"},{"key":"e_1_2_11_7_1","doi-asserted-by":"publisher","DOI":"10.1097\/EDE.0b013e3181caeb90"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/90.4.765"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.1177\/1471082X20920122"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS295"},{"key":"e_1_2_11_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-985X.2011.00691.x"},{"key":"e_1_2_11_12_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12027"},{"key":"e_1_2_11_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1541-0420.2010.01483.x"},{"key":"e_1_2_11_14_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1541-0420.2008.01232.x"},{"key":"e_1_2_11_15_1","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOAS390"},{"key":"e_1_2_11_16_1","doi-asserted-by":"publisher","DOI":"10.1111\/insr.12035"},{"key":"e_1_2_11_17_1","doi-asserted-by":"publisher","DOI":"10.1002\/sim.8782"},{"key":"e_1_2_11_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2004.00243.x"},{"key":"e_1_2_11_19_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/74.3.646"},{"key":"e_1_2_11_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1974.tb00989.x"},{"key":"e_1_2_11_21_1","doi-asserted-by":"publisher","DOI":"10.1201\/b17115"},{"key":"e_1_2_11_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-2937-2"},{"key":"e_1_2_11_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2005.03.008"},{"key":"e_1_2_11_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5430-7_3"},{"key":"e_1_2_11_25_1","doi-asserted-by":"publisher","DOI":"10.1201\/9781351769723"},{"key":"e_1_2_11_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.spasta.2016.03.006"},{"key":"e_1_2_11_27_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2015.1123158"},{"key":"e_1_2_11_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2013.829001"},{"key":"e_1_2_11_29_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214504000000241"},{"key":"e_1_2_11_30_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.0006-341X.2000.01055.x"},{"key":"e_1_2_11_31_1","first-page":"5","article-title":"An Overview of Composite Likelihood Methods","volume":"21","author":"Varin C.","year":"2011","journal-title":"Statistica Sinica"},{"key":"e_1_2_11_32_1","doi-asserted-by":"publisher","DOI":"10.1002\/cjs.5540330303"},{"key":"e_1_2_11_33_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000409"},{"key":"e_1_2_11_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2008.09.008"},{"key":"e_1_2_11_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.01007.x"},{"key":"e_1_2_11_36_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2008.00663.x"},{"key":"e_1_2_11_37_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2015.1044091"},{"key":"e_1_2_11_38_1","doi-asserted-by":"publisher","DOI":"10.1111\/rssc.12270"},{"key":"e_1_2_11_39_1","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOAS191"},{"key":"e_1_2_11_40_1","doi-asserted-by":"publisher","DOI":"10.1214\/06-BA117A"},{"key":"e_1_2_11_41_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asz002"},{"key":"e_1_2_11_42_1","doi-asserted-by":"publisher","DOI":"10.4269\/ajtmh.1999.61.2"},{"key":"e_1_2_11_43_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12199"},{"key":"e_1_2_11_44_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9876.00283"},{"key":"e_1_2_11_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-013-9416-2"},{"issue":"72","key":"e_1_2_11_46_1","first-page":"1","article-title":"Pareto Smoothed Importance Sampling","volume":"25","author":"Vehtari A.","year":"2024","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_2_11_47_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2023.2296704"}],"container-title":["Statistics in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/sim.70399","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/sim.70399","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/am-pdf\/10.1002\/sim.70399","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/sim.70399","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T19:07:18Z","timestamp":1772996838000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/sim.70399"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2]]},"references-count":46,"journal-issue":{"issue":"3-5","published-print":{"date-parts":[[2026,2]]}},"alternative-id":["10.1002\/sim.70399"],"URL":"https:\/\/doi.org\/10.1002\/sim.70399","archive":["Portico"],"relation":{},"ISSN":["0277-6715","1097-0258"],"issn-type":[{"value":"0277-6715","type":"print"},{"value":"1097-0258","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2]]},"assertion":[{"value":"2025-03-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-01-02","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-02-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70399"}}