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Spatial Data Analysis Theory and Practice~tqw~ darksiderg

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Spatial Data Analysis: Theory and Practice
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Type.................: Ebook
Part Size............: 6,549,994 bytes

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Posted by............: ~tqw~

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Release Notes
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Are there geographic clusters of disease cases, or hotspots of crime? Can the
geography of air quality be matched to where people hospitalized for respiratory
complaints actually live? Spatial data is data about the world where the
attribute of interest and its location on the earth's surface are recorded. This
comprehensive overview of the subject shows how the above questions can be
tackled. It is written for students and researchers in geography, economics,
social science, the environmental sciences and statistics.

Table Of Contents

Preface
Acknowledgements
Introduction 1
Pt. A The context for spatial data analysis
1 Spatial data analysis: scientific and policy context 15
2 The nature of spatial data 43
Pt. B Spatial data: obtaining data and quality issues
3 Obtaining spatial data through sampling 91
4 Data quality implications for spatial data analysis 116
Pt. C The exploratory analysis of spatial data
5 Exploratory spatial data analysis: conceptual models 181
6 Exploratory spatial data analysis: visualization methods 188
7 Exploratory spatial data analysis: numerical methods 226
Pt. D Hypothesis testing and spatial autocorrelation
8 Hypothesis testing in the presence of spatial dependence 273
Pt. E Modelling spatial data
9 Models for the statistical analysis of spatial data 289
10 Statistical modelling of spatial variation: descriptive modelling
325
11 Statistical modelling of spatial variation: explanatory modelling
350
App. I: Software 379
App. II Cambridgeshire lung cancer data 381
App. III Sheffield burglary data 385
App. IV Children excluded from school: Sheffield 391
References 394
Index 424

Product Details

* ISBN: 0521773199
* ISBN-13: 9780521773195
* Format: Hardcover, 452pp
* Publisher: Cambridge University Press
* Pub. Date: June 2003

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