Spatio-Temporal Modelling of TB in Cattle Herds

Files in This Item:
File Description SizeFormat 
published_paper_2012.pdf128.88 kBAdobe PDFDownload
Title: Spatio-Temporal Modelling of TB in Cattle Herds
Authors: Kelly, Gabrielle E.
Permanent link: http://hdl.handle.net/10197/4273
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.
Type of material: Journal Article
Publisher: UCLA Department of Statistics
Journal: Journal of Environmental Statistics
Volume: 3
Issue: 4
Start page: 1
End page: 9
Copyright (published version): 2013, UCLA Department of Statistics.
Keywords: Spatio-temporal associationAnisotropyBovine TBSemi-variogramsLinear geo-statistical models
Other versions: http://www.jenvstat.org/v03/i04
Language: en
Status of Item: Peer reviewed
Appears in Collections:Mathematics and Statistics Research Collection

Show full item record

Google ScholarTM

Check


This item is available under the Attribution-NonCommercial-NoDerivs 3.0 Ireland. No item may be reproduced for commercial purposes. For other possible restrictions on use please refer to the publisher's URL where this is made available, or to notes contained in the item itself. Other terms may apply.