{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:30:54Z","timestamp":1759332654176},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2013,10,2]],"date-time":"2013-10-02T00:00:00Z","timestamp":1380672000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Stat Methods Appl"],"published-print":{"date-parts":[[2014,3]]},"DOI":"10.1007\/s10260-013-0241-8","type":"journal-article","created":{"date-parts":[[2013,10,1]],"date-time":"2013-10-01T14:11:13Z","timestamp":1380636673000},"page":"71-94","source":"Crossref","is-referenced-by-count":10,"title":["Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA)"],"prefix":"10.1007","volume":"23","author":[{"given":"Massimo","family":"Bilancia","sequence":"first","affiliation":[]},{"given":"Giacomo","family":"Demarinis","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2013,10,2]]},"reference":[{"key":"241_CR1","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1186\/1476-072X-5-15","volume":"5","author":"G Aamodt","year":"2006","unstructured":"Aamodt G, Samuelsen SO, Skrondal A (2006) A simulation study of three methods for detecting disease clusters. Int J Health Geo 5:15","journal-title":"Int J Health Geo"},{"issue":"3","key":"241_CR2","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1111\/1467-9868.00194","volume":"61","author":"A Azzalini","year":"1999","unstructured":"Azzalini A, Capitanio A (1999) Statistical applications of the multivariate skew normal distribution. JRSS B 61(3):579\u2013602","journal-title":"JRSS B"},{"key":"241_CR3","unstructured":"Barbuti S, Quarto M, Germinario C, Prato R, Lopalco P, Coviello E, Caputi G, Martinelli D, Tafuri S, Balducci MT, Lamarina L, Fortunato F, Berardino R, Arbore AM, Palma MD (2006) Atlante delle Cause di Morte della Regione Puglia: Anni 2000\u20132005. Regione Puglia\u2014Osservatorio Epidemiologico della Regione Puglia"},{"issue":"1","key":"241_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF00116466","volume":"43","author":"J Besag","year":"1991","unstructured":"Besag J, York J, Molli\u00e9 A (1991) Bayesian image restoration, with two applications in spatial statistics. Ann Inst Stat Math 43(1):1\u201320","journal-title":"Ann Inst Stat Math"},{"issue":"1","key":"241_CR5","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1186\/1476-072X-8-40","volume":"8","author":"M Bilancia","year":"2009","unstructured":"Bilancia M, Fedespina A (2009) Geographical clustering of lung cancer in the province of Lecce, Italy: 1992\u20132001. Int J Health Geogr 8(1):40","journal-title":"Int J Health Geogr"},{"key":"241_CR6","doi-asserted-by":"crossref","unstructured":"Congdon P (2006) Bayesian statistical modelling, 2nd edn. Wiley, New York","DOI":"10.1002\/9780470035948"},{"issue":"1","key":"241_CR7","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1023\/A:1013164120801","volume":"12","author":"P Dellaportas","year":"2002","unstructured":"Dellaportas P, Forster J, Ntzoufras I (2002) On Bayesian model and variable selection using MCMC. Stat Comput 12(1):27\u201336","journal-title":"Stat Comput"},{"issue":"2","key":"241_CR8","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1198\/106186006X112396","volume":"15","author":"L Duczmal","year":"2006","unstructured":"Duczmal L, Kulldorf M, Huang L (2006) Evaluation of spatial scan statistics for irregularly shaped clusters. J Comput Graph Stat 15(2):428\u2013442","journal-title":"J Comput Graph Stat"},{"key":"241_CR9","doi-asserted-by":"crossref","unstructured":"Eberly L, Carlin BP (2000) Identifiability and convergence issues for Markov chain Monte Carlo fitting of spatial models. Statist Med 19:2279\u20132294","DOI":"10.1002\/1097-0258(20000915\/30)19:17\/18<2279::AID-SIM569>3.0.CO;2-R"},{"issue":"3","key":"241_CR10","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1093\/biostatistics\/kxp053","volume":"11","author":"Y Fong","year":"2010","unstructured":"Fong Y, Rue H, Wakefield J (2010) Bayesian inference for generalized linear mixed models. Biostatistics 11(3):397\u2013412","journal-title":"Biostatistics"},{"issue":"445","key":"241_CR11","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1080\/01621459.1999.10473840","volume":"94","author":"AE Gelfand","year":"1999","unstructured":"Gelfand AE, Sahu SK (1999) Identifiability, improper priors, and Gibbs sampling for generalized linear models. JASA 94(445):247\u2013253","journal-title":"JASA"},{"issue":"2","key":"241_CR12","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1007\/s10109-005-0156-5","volume":"7","author":"V G\u00f3mez-Rubio","year":"2005","unstructured":"G\u00f3mez-Rubio V, Ferr\u00e1ndiz-Ferragud J, Lopez-Qu\u00edlez A (2005) Detecting clusters of disease with R. J Geogr Syst 7(2):189\u2013206","journal-title":"J Geogr Syst"},{"key":"241_CR13","doi-asserted-by":"crossref","unstructured":"Held L, Schr\u00f6dle B, Rue H (2010) Posterior and cross-validatory predictive checks: a comparison of MCMC and INLA. In: Kneib T, Tutz G (eds) Statistical modelling and regression structures. Festschrift in Honour of Ludwig Fahrmeir, pp 91\u2013110. Physica-Verlag","DOI":"10.1007\/978-3-7908-2413-1_6"},{"issue":"3","key":"241_CR14","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1093\/aje\/kwh029","volume":"159","author":"K Kleinman","year":"2004","unstructured":"Kleinman K, Lazarus R, Platt R (2004) A generalized linear mixed model approach for detecting incident clusters for disease in small areas, with application to biological terrorism. Am J Epidemiol 159(3):217\u2013224","journal-title":"Am J Epidemiol"},{"issue":"6","key":"241_CR15","doi-asserted-by":"crossref","first-page":"1481","DOI":"10.1080\/03610929708831995","volume":"26","author":"M Kulldorff","year":"1997","unstructured":"Kulldorff M (1997) A spatial scan statistic. Commun Statist Theory Methods 26(6):1481\u20131496","journal-title":"Commun Statist Theory Methods"},{"issue":"8","key":"241_CR16","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1002\/sim.4780140809","volume":"14","author":"M Kulldorff","year":"1995","unstructured":"Kulldorff M, Nagarwalla N (1995) Spatial disease clusters: detection and inference. Stat Med 14(8):799\u2013810","journal-title":"Stat Med"},{"issue":"17\u201318","key":"241_CR17","first-page":"2217","volume":"19","author":"A Lawson","year":"2000","unstructured":"Lawson A, Biggeri A, Boehning D, Lesaffre E, Viel J, Clark A, Schlattmann P, Divino F (2000) Disease mapping models: an empirical evaluation. Disease mapping collaborative group. Stat Med 19(17\u201318):2217\u20132241","journal-title":"Stat Med"},{"issue":"2","key":"241_CR18","doi-asserted-by":"crossref","first-page":"560","DOI":"10.1214\/07-AOAS129","volume":"1","author":"JM Loh","year":"2007","unstructured":"Loh JM, Zhu H (2007) Accounting for spatial correlation in the spatial scan statistics. Ann Appl Stat 1(2):560\u2013584","journal-title":"Ann Appl Stat"},{"key":"241_CR19","doi-asserted-by":"crossref","unstructured":"Martino S, Rue H (2010a) Case studies in Bayesian computation using INLA. In: Mantovan P, Secchi P (eds) Complex data modeling and computationally intensive statistical methods, contributions to statistics. Springer, Milan, pp 99\u2013114","DOI":"10.1007\/978-88-470-1386-5_8"},{"key":"241_CR20","unstructured":"Martino S, Rue H (2010b) Implementing approximate Bayesian inference using integrated nested Laplace approximation: a manual for the inla program http:\/\/www.math.ntnu.no\/~hrue\/GMRFsim\/manual.pdf"},{"key":"241_CR21","doi-asserted-by":"crossref","unstructured":"Ntzoufras I (2009) Bayesian modeling using WinBUGS. Wiley, New York (ISBN 978-0-47014-1144)","DOI":"10.1002\/9780470434567"},{"key":"241_CR22","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1023\/B:EEST.0000027208.48919.7e","volume":"11","author":"GP Patil","year":"2004","unstructured":"Patil GP, Taillie C (2004) Upper level set scan statistic for detecting arbitrarily shaped hotspots. Environ Ecol Stat 11:183\u2013197","journal-title":"Environ Ecol Stat"},{"issue":"3","key":"241_CR23","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1093\/biostatistics\/kxm049","volume":"9","author":"M Plummer","year":"2008","unstructured":"Plummer M (2008) Penalized loss functions for Bayesian model comparison. Biostatistics 9(3):523\u2013539","journal-title":"Biostatistics"},{"key":"241_CR24","doi-asserted-by":"crossref","unstructured":"Richardson S, Thomson A, Best N, Elliott P (2004) Interpreting posterior relative risk estimates in disease-mapping studies. Environ Health Perspect 112(9):1016\u20131025","DOI":"10.1289\/ehp.6740"},{"key":"241_CR25","unstructured":"R Development Core Team (2008) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria (ISBN 3-900051-07-0)"},{"key":"241_CR26","doi-asserted-by":"crossref","DOI":"10.1201\/9780203492024","volume-title":"Gaussian Markov random fields: theory and applications","author":"H Rue","year":"2005","unstructured":"Rue H, Held L (2005) Gaussian Markov random fields: theory and applications. Chapman & Hall\/CRC, London"},{"issue":"2","key":"241_CR27","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1111\/j.1467-9868.2008.00700.x","volume":"71","author":"R Rue","year":"2009","unstructured":"Rue R, Martino A, Chopin N (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. JRSS B 71(2):319\u2013392","journal-title":"JRSS B"},{"issue":"2","key":"241_CR28","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1007\/s00180-010-0208-2","volume":"26","author":"B Schr\u00f6dle","year":"2011","unstructured":"Schr\u00f6dle B, Held L (2011) A primer on disease mapping and ecological regression using INLA. Comput Stat 26(2):241\u2013258","journal-title":"Comput Stat"},{"issue":"1\u20132","key":"241_CR29","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.stamet.2011.01.003","volume":"9","author":"JJ Song","year":"2012","unstructured":"Song JJ, De Oliveira V (2012) Bayesian model selection in spatial lattice models. Stat Methodol 9(1\u20132):228\u2013238","journal-title":"Stat Methodol"},{"issue":"4","key":"241_CR30","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1111\/1467-9868.00353","volume":"64","author":"S Spiegelhalter","year":"2002","unstructured":"Spiegelhalter S, Best N, Carlin B, van der Linde A (2002) Bayesian measures of model complexity and fit. JRSS B 64(4):583\u2013639","journal-title":"JRSS B"},{"issue":"393","key":"241_CR31","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1080\/01621459.1986.10478240","volume":"81","author":"L Tierney","year":"1986","unstructured":"Tierney L, Kadane JB (1986) Accurate approximations for posterior moments and marginal densities. JASA 81(393):82\u201386","journal-title":"JASA"},{"issue":"2","key":"241_CR32","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1093\/biostatistics\/kxl008","volume":"8","author":"J Wakefield","year":"2007","unstructured":"Wakefield J (2007) Disease mapping and spatial regression with count data. Biostatistics 8(2):158\u2013183","journal-title":"Biostatistics"},{"issue":"1","key":"241_CR33","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1186\/1476-072X-6-28","volume":"6","author":"N Yiannakoulias","year":"2007","unstructured":"Yiannakoulias N, Rosychuk N, Hodgson J (2007) Adaptations for finding irregularly shaped disease clusters. Int J Health Geo 6(1):28","journal-title":"Int J Health Geo"},{"key":"241_CR34","doi-asserted-by":"crossref","unstructured":"Zhang Z, Assun\u00e7\u00e3o R, Kulldorff M (2010) Spatial scan statistics adjusted for multiple clusters. J Prob Stat 11. doi: 10.1155\/2010\/642379 (Article ID 642379)","DOI":"10.1155\/2010\/642379"}],"container-title":["Statistical Methods &amp; Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-013-0241-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10260-013-0241-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-013-0241-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T11:46:37Z","timestamp":1559130397000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10260-013-0241-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10,2]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,3]]}},"alternative-id":["241"],"URL":"https:\/\/doi.org\/10.1007\/s10260-013-0241-8","relation":{},"ISSN":["1618-2510","1613-981X"],"issn-type":[{"value":"1618-2510","type":"print"},{"value":"1613-981X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10,2]]}}}