Spatio-temporal modeling of TB in cattle herds

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Title: Spatio-temporal modeling of TB in cattle herds
Authors: Kelly, Gabrielle E.
Permanent link: http://hdl.handle.net/10197/3704
Date: Aug-2012
Abstract: We examine spatial association of bovine TB in cattle herds using data from Ireland. Badgers (Meles meles), a protected species under the Wildlife Act 1976 (OAG 2012), have been implicated in the spread of the disease in cattle. Current disease control policies include reactive culling (in response to TB outbreaks) of badgers in the index and neighbouring farms. Kelly and More (2011) using generalized linear geostatistical models, established that TB clusters in cattle herds and estimated the practical spatial ranges at which this occurs. Here this work is extended by taking into account possible anisotropy. Changes in spatial association over two time periods are also examined. The results have direct implications for establishing scale and direction in reactive culling. They are also of import regarding the evaluation of vaccines for badgers and cattle.
Funding Details: Not applicable
Type of material: Journal Article
Publisher: Journal of Environmental Statistics
Journal: Journal of Environmental Statistics
Volume: 3
Issue: 4
Copyright (published version): 2012 the author
Keywords: Spatio-temporal associationAnisotropyBovine TBSemi-variogramsLinear geostatistical models.
Subject LCSH: Spatial analysis (Statistics)
Anisotropy
Tuberculosis in cattle
Linear models (Statistics)
Other versions: http://jes.stat.ucla.edu/v03/i04
Language: en
Status of Item: Peer reviewed
Appears in Collections:Mathematics and Statistics Research Collection
Biology & Environmental Science Research Collection

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