Applied Spatial Statistics for Public Health Data

Front Cover
John Wiley & Sons, Jul 29, 2004 - Mathematics - 520 pages
0 Reviews
An application-based introduction to the statistical analysis ofspatially referenced health data

Sparked by the growing interest in statistical methods for theanalysis of spatially referenced data in the field of publichealth, Applied Spatial Statistics for Public Health Datafills the need for an introductory, application-oriented text onthis timely subject. Written for practicing public healthresearchers as well as graduate students in related fields, thetext provides a thorough introduction to basic concepts and methodsin applied spatial statistics as well as a detailed treatment ofsome of the more recent methods in spatial statistics useful forpublic health studies that have not been previously coveredelsewhere.

Assuming minimal knowledge of spatial statistics, the authorsprovide important statistical approaches for assessing suchquestions as:

  • Are newly occurring cases of a disease "clustered" inspace?
  • Do the cases cluster around suspected sources of increasedrisk, such as toxic waste sites or other environmentalhazards?
  • How do we take monitored pollution concentrations measured atspecific locations and interpolate them to locations where nomeasurements were taken?
  • How do we quantify associations between local disease rates andlocal exposures?
  • After reviewing traditional statistical methods used in publichealth research, the text provides an overview of the basicfeatures of spatial data, illustrates various geographic mappingand visualization tools, and describes the sources of publiclyavailable spatial data that might be useful in public healthapplications.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

1 Introduction
1
2 Analyzing Public Health Data
7
3 Spatial Data
38
4 Visualizing Spatial Data
68
5 Analysis of Spatial Point Patterns
118
6 Spatial Clusters of Health Events Point Data for Cases and Controls
155
7 Spatial Clustering of Health Events Regional Count Data
200
8 Spatial Exposure Data
272
9 Linking Spatial Exposure Data to Health Events
325
References
444
Author Index
473
Subject Index
481
Copyright

Other editions - View all

Common terms and phrases

References to this book

All Book Search results »

About the author (2004)

LANCE A. WALLER, PhD, is an associate professor in theDepartment of Biostatistics at Emory University in Atlanta,Georgia. He received his PhD in Operations Research in 1992 fromCornell University. Dr. Waller was named Student GovernmentProfessor of the Year in 2003 by the Rollins School of PublicHealth, Emory University, and is a Fellow of the AmericanStatistical Association.

CAROL A. GOTWAY, PhD, is a mathematical statistician for theNational Center for Environmental Health and an adjunct associateprofessor in the Department of Biostatistics at Emory University.She received her PhD in Statistics from Iowa State University in1989. Dr. Gotway was awarded a Distinguished Achievement Medal bythe American Statistical Association’s Section on Statisticsand the Environment for her contributions to environmentalstatistics and is also a Fellow of the American StatisticalAssociation.

Bibliographic information