Statistical Detection and Surveillance of Geographic Clusters by Peter Rogerson

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Book Title
Statistical Detection and Surveillance of Geographic Clusters
Publication Date
2008-12-24
Pages
346
ISBN
9781584889359
Kategorie

Über dieses Produkt

Product Identifiers

Publisher
CRC Press LLC
ISBN-10
1584889357
ISBN-13
9781584889359
eBay Product ID (ePID)
61641966

Product Key Features

Number of Pages
324 Pages
Language
English
Publication Name
Statistical Detection and Surveillance of Geographic Clusters
Subject
Earth Sciences / Geography, Probability & Statistics / General
Publication Year
2008
Type
Textbook
Author
Ikuho Yamada, Peter Rogerson
Subject Area
Mathematics, Science
Series
Chapman and Hall/Crc Interdisciplinary Statistics Ser.
Format
Hardcover

Dimensions

Item Height
0.9 in
Item Weight
21.7 Oz
Item Length
9.6 in
Item Width
6.5 in

Additional Product Features

Intended Audience
Scholarly & Professional
LCCN
2008-048648
Dewey Edition
22
Reviews
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 ehensive 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, 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 710 [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, 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 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, 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. e Chapters 7e"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 e a good introduction to the ideas for students encountering them for the first time. e"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. e readers who are particularly interested in surveillance will find this book a helpful guide. e"Journal of the American Statistical Association, Sept. 2010, Vol. 105, No. 491 In contrast to most edited books, the authorse(tm) 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 informatione"many unexpected! e"International Statistical Review, 2009, 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
Illustrated
Yes
Dewey Decimal
001.4/22
Table Of Content
Introduction and Overview. Introductory Spatial Statistics: Description and Inference. Global Statistics. Local Statistics. Tests for the Detection of Clustering, Including Scan Statistics. Retrospective Detection of Changing Spatial Patterns. Introduction to Statistical Process Control and Nonspatial Cumulative Sum Methods of Surveillance. Spatial Surveillance and the Monitoring of Global Statistics. Cusum Charts for Local Statistics and for the Simultaneous Monitoring of Many Regions. More Approaches to the Statistical Surveillance of Geographic Clustering. Summary: Associated Tests for Cluster Detection and Surveillance.
Synopsis
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., The widespread popularity of geographic information systems (GIS) has led to new insights in countless areas of application. It has facilitated not only the collection and storage of geographic data, but also the display of such data. Building on this progress by using an integrated approach, Statistical Detection and Monitoring of Geographic Clusters provides the statistical tools to identify whether data on a given map deviates significantly from expectations and to determine quickly whether new point patterns are emerging over time. The book begins with a review of statistical methods for cluster detection, organized according to the different types of hypotheses and questions about clustering that can be investigated. It then delineates methods that allow for the quick detection of emergent geographic clusters. The book delivers a cohesive presentation unlike that of most edited volumes. Drawing on the authors' extensive work in the field, the book delineates methods in such a way that they can be applied, almost instantly, to an array of disciplines. The readily applicable methods the book describes are useful for a multitude of problems in a variety of fields, particularly disease surveillance in the public health industry. Statistical Detection and Monitoring of Geographic Clusters is an essential volume for your reference shelf.
LC Classification Number
QA278.2

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