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Perspectives on Spatial Data Analysis

✍ Scribed by Luc Anselin, Sergio J. Rey (auth.), Luc Anselin, Sergio J. Rey (eds.)

Publisher
Springer-Verlag Berlin Heidelberg
Year
2010
Tongue
English
Leaves
291
Series
Advances in Spatial Science
Edition
1
Category
Library
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✦ Synopsis

This book takes both a retrospective and prospective view of the field of spatial analysis by combining selected reprints of classic articles by Arthur Getis with current observations by leading experts in the field. Four main aspects are highlighted, dealing with spatial analysis, pattern analysis, local statistics as well as illustrative empirical applications. Researchers and students will gain an appreciation of Getis' methodological contributions to spatial analysis and the broad impact of the methods he has helped pioneer on an impressively broad array of disciplines including spatial epidemiology, demography, economics, and ecology. The volume is a compilation of high impact original contributions, as evidenced by citations, and the latest thinking on the field by leading scholars. This makes the book ideal for advanced seminars and courses in spatial analysis as well as a key resource for researchers seeking a comprehensive overview of recent advances and future directions in the field.

✦ Table of Contents

Front Matter....Pages i-xvii
Front Matter....Pages 22-22
Perspectives on Spatial Data Analysis....Pages 1-20
Spatial Interaction and Spatial Autocorrelation: A Cross-Product Approach....Pages 23-33
Spatial Statistical Analysis and Geographic Information Systems....Pages 35-47
Whose Hand on the Tiller? Revisiting “Spatial Statistical Analysis and GIS”....Pages 49-59
Spatial Interaction and Spatial Autocorrelation....Pages 61-79
Front Matter....Pages 82-82
Second-Order Analysis of Point Patterns: The Case of Chicago as a Multi-center Urban Region....Pages 83-92
Second-Order Neighborhood Analysis of Mapped Point Patterns....Pages 93-100
A Class of Local and Global K Functions and Their Exact Statistical Methods....Pages 101-112
Spatial Point Pattern Analysis of Plants....Pages 113-123
Front Matter....Pages 126-126
The Analysis of Spatial Association by Use of Distance Statistics....Pages 127-145
Constructing the Spatial Weights Matrix Using a Local Statistic....Pages 147-163
Spatial Autocorrelation: A Statistician’s Reflections....Pages 165-180
Health Surveillance Around Prespecified Locations Using Case-Control Data....Pages 181-188
Front Matter....Pages 190-190
Spatial Filtering in a Regression Framework: Examples Using Data on Urban Crime, Regional Inequality, and Government Expenditures....Pages 191-202
Characteristics of the Spatial Pattern of the Dengue Vector, Aedes aegypti , in Iquitos, Peru....Pages 203-225
Spatial Filtering and Missing Georeferenced Data Imputation: A Comparison of the Getis and Griffith Methods....Pages 227-233
Spatial Patterns of Fertility in Rural Egypt....Pages 235-256
Back Matter....Pages 257-290

✦ Subjects

Regional/Spatial Science; Statistics for Business/Economics/Mathematical Finance/Insurance; Economic Geography

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