Offers a review of methods for cluster detection, organized according to the different types of hypotheses that can be investigated using these techniques. This book presents various methods that allow for detection of emergent geographic clusters. It includes actual datasets and simplified examples to illustrate key concepts.
Methods to monitor geographic patterns have received growing interest in recent years. Using an integrated approach, Statistical Detection and Monitoring of Geographic Clusters provides a thorough review of methods for cluster detection, organized according to the different types of hypotheses that can be investigated using these techniques. The book presents various methods that allow for quick detection of emergent geographic clusters. It includes actual datasets and simplified examples to illustrate key concepts. The authors also discuss the surveillance of geographic patterns and describe applications using GeoSurveillance software, which is available for download on the web.
Researchers in a surprisingly diverse range of disciplines find themselves faced with problems needing the methods that are described in this book: the detection of anomalous groupings of objects or events within geographical distributions. ? Chapters 7-10 [explore] methods for the prospective detection of changes as they occur. This area is rapidly becoming increasingly important in applications such as detecting outbreaks of disease, fraud and even potential terrorist activity. The book is liberally illustrated with real examples and data ? a good introduction to the ideas for students encountering them for the first time.-Journal of the Royal Statistical Society, Series A, 2010
Attractive features of this book are: (1) introduction of various statistical methods/tests for geographic clusters and surveillance, (2) many figures and tables to facilitate understanding, and (3) illustration of each method with real data. ? readers who are particularly interested in surveillance will find this book a helpful guide.-Journal of the American Statistical Association, Sept. 2010, Vol. 105, No. 491
In contrast to most edited books, the authors' text provides a comprehensive presentation that will provide a valuable reference source for years to come. I recommend that anyone working with geographic information systems (GIS) consult this volume, as there are many valuable nuggets of information-many unexpected!-International Statistical Review, 2009
