Document Detail


Spatial analysis of disease--applications.
MedLine Citation:
PMID:  12613354     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
The application of spatial statistical analysis to health data has reached adolescence. The theory and the software are both still maturing. We are drawing upon the experiences of the geostatisticians in modeling surfaces and the econometricians in modeling time series. "New and improved" computer algorithms are constantly being provided to implement the evolving theory or to improve the processing in terms of stability, reliability, and efficiency. We will come of age when we have the theory, the software, and the process to reliably produce "generalized spatio-temporal" models suitable for health data. In the meantime, biostatisticians need to acknowledge when their data is not independently distributed and to consider the spatial correlation in their analysis. This chapter provided examples using four available methods. The methods were spatial filtering, identifying clusters using the spatial scan statistic, hierarchical modeling, and conditional autoregression modeling.
Authors:
B Sue Bell
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Publication Detail:
Type:  Journal Article; Review    
Journal Detail:
Title:  Cancer treatment and research     Volume:  113     ISSN:  0927-3042     ISO Abbreviation:  Cancer Treat. Res.     Publication Date:  2002  
Date Detail:
Created Date:  2003-03-04     Completed Date:  2003-07-25     Revised Date:  2005-11-16    
Medline Journal Info:
Nlm Unique ID:  8008541     Medline TA:  Cancer Treat Res     Country:  Netherlands    
Other Details:
Languages:  eng     Pagination:  151-82     Citation Subset:  IM    
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MeSH Terms
Descriptor/Qualifier:
Cluster Analysis*
Data Interpretation, Statistical*
Demography*
Female
Fetal Growth Retardation / epidemiology
Humans
Models, Statistical*
Pregnancy
Software
Topography, Medical*

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine


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