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A sensitivity study to detect influential cases that can change the results is performed based on the Kullback\u2013Leibler divergence. Simulation studies are presented in order to illustrate the performance of the developed methodology. Two real datasets on leptospirosis notification in Bahia State (Brazil) are analyzed using the proposed methodology for the ZMP model.<\/jats:p>","DOI":"10.1002\/bimj.201100175","type":"journal-article","created":{"date-parts":[[2013,4,8]],"date-time":"2013-04-08T09:50:37Z","timestamp":1365414637000},"page":"661-678","source":"Crossref","is-referenced-by-count":24,"title":["Zero\u2010modified Poisson model: Bayesian approach, influence diagnostics, and an application to a Brazilian leptospirosis notification data"],"prefix":"10.1002","volume":"55","author":[{"given":"Katiane S.","family":"Concei\u00e7\u00e3o","sequence":"first","affiliation":[{"name":"DEs, Universidade Federal de S\u00e3o Carlos  S\u00e3o Carlos SP 13566\u2010590 Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marinho G.","family":"Andrade","sequence":"additional","affiliation":[{"name":"ICMC, Universidade de S\u00e3o Paulo  S\u00e3o Carlos SP 13566\u2010590 Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco","family":"Louzada","sequence":"additional","affiliation":[{"name":"ICMC, Universidade de S\u00e3o Paulo  S\u00e3o Carlos SP 13566\u2010590 Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2013,4,8]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(02)00154-8"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2010.05.015"},{"key":"e_1_2_11_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1521-4036(199811)40:7<833::AID-BIMJ833>3.0.CO;2-O"},{"key":"e_1_2_11_5_1","first-page":"333","volume-title":"Application of Latent Trait and Latent Class Model in Social Sciences, Beitrag zur Sankelmark\u2010Konferenz","author":"B\u00f6hning D.","year":"1997"},{"key":"e_1_2_11_6_1","first-page":"1","article-title":"Hyper\u2010g priors for generalized linear models","volume":"6","author":"Bov\u00e9 S. 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