OREGON STATE UNIVERSITY
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| Title | Fast Bayesian Classification for Disease Mapping and the Detection of Disease Clusters |
| Publication Type | Book Chapter |
| Year of Publication | 2018 |
| Authors | Molitor, J, Moraga, P, Gómez-Rubio, V |
| Book Title | Quantitative Methods in Environmental and Climate Research |
| Pagination | 1 - 27 |
| Publisher | Springer International Publishing |
| City | Cham |
| ISBN Number | 978-3-030-01583-1 |
| Abstract | We propose a framework fast method for detecting clusters of disease based on generalized spatial scan statistics set in the context of Bayesian Hierarchical Models. The approach models spatio-temporal clusters of disease as dummy variables as part of a Generalized Linear Mixed Model. |
| DOI | 10.1007/978-3-030-01584-8_1 |