Applied spatial statistics for public health data / Lance A. Waller, Carol A. Gotway.
"While mapped data provide a common ground for discussions between the public, the media, regulatory agencies, and public health researchers, the analysis of spatially referenced data has experienced a phenomenal growth over the last two decades, thanks in part to the development of geographica...
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| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J. :
John Wiley & Sons,
2004.
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| Series: | Wiley series in probability and statistics.
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| Subjects: | |
| Online Access: | Contributor biographical information |
| Summary: | "While mapped data provide a common ground for discussions between the public, the media, regulatory agencies, and public health researchers, the analysis of spatially referenced data has experienced a phenomenal growth over the last two decades, thanks in part to the development of geographical information systems (GISs). This is the first thorough overview to integrate spatial statistics with data management and the display capabilities of GIS. It describes methods for assessing the likelihood of observed patterns and quantifying the link between exposures and outcomes in spatially correlated data.; ; This introductory text is designed to serve as both an introduction for the novice and a reference for practitioners in the field; ; Requires only minimal background in public health and only some knowledge of statistics through multiple regression; ; Touches upon some advanced topics, such as random effects, hierarchical models and spatial point processes, but does not require prior exposure; ; Includes lavish use of figures/illustrations throughout the volume as well as analyses of several data sets (in the form of "data breaks"); ; Exercises based on data analyses reinforce concepts"--Publisher description. |
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| Physical Description: | xviii, 494 pages : illustrations ; 24 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 0471387711 9780471387718 |