A comparison of six analytical disease mapping techniques as applied to West Nile Virus in the coterminous United States
Open Access
- 2 August 2005
- journal article
- Published by Springer Nature in International Journal of Health Geographics
- Vol. 4 (1) , 18
- https://doi.org/10.1186/1476-072x-4-18
Abstract
West Nile Virus has quickly become a serious problem in the United States (US). Its extremely rapid diffusion throughout the country argues for a better understanding of its geographic dimensions. Both 2003 and 2004 percentages of deaths by numbers of reported human cases, for the 48 coterminous US states, are analyzed with a range of spatial statistical models, seeking to furnish a fuller appreciation of the variety of models available to researchers interested in analytical disease mapping. Comparative results indicate that no single spatial statistical model specification furnishes a preferred description of these data, although normal approximations appear to furnish some questionable implications. Findings also suggest several possible future research topics.Keywords
This publication has 11 references indexed in Scilit:
- Review of WinBUGS 1.4The American Statistician, 2004
- A Spatial Filtering Specification for the Autologistic ModelEnvironment and Planning A: Economy and Space, 2004
- Spatial Autocorrelation and Spatial FilteringPublished by Springer Nature ,2003
- A spatial filtering specification for the auto-Poisson modelStatistics & Probability Letters, 2002
- A linear regression solution to the spatial autocorrelation problemJournal of Geographical Systems, 2000
- Monte Carlo Statistical MethodsPublished by Springer Nature ,1999
- Markov Chain Monte Carlo for Autologistic Regression Models with Application to the Distribution of Plant SpeciesPublished by JSTOR ,1998
- Modeling Poisson variables with positive spatial dependenceStatistics & Probability Letters, 1997
- The Exact Distribution of Moran's IEnvironment and Planning A: Economy and Space, 1995
- Statistics for Spatial DataPublished by Wiley ,1993