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Spatial data analysis : theory and practice

Author: Robert P Haining
Publisher: Cambridge, UK ; New York : Cambridge University Press, 2003.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Spatial data are data about the world where both the attribute of interest, and its location on the earth are recorded. Are there geographic clusters of disease cases, or hotspots of crime, for  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Robert P Haining
ISBN: 0521773199 9780521773195 0521774373 9780521774376
OCLC Number: 50403888
Description: xx, 432 pages : illustrations, maps ; 26 cm
Contents: Part A: The context for spatial data analysis --
1. Spatial data analysis: scientific and policy context --
2. The nature of spatial data --
Part B: Spatial data: obtaining data and quality issues --
3. Obtaining spatial data through sampling --
4. Data quality: implications for spatial data analysis --
Part C: The exploratory analysis of spatial data --
5. Exploratory spatial data analysis: conceptual models --
6. Exploratory spatial data analysis: visualization methods --
7. Exploratory spatial data analysis: numerical methods --
Part D: Hypothesis testing and spatial autocorrelation --
8. Hypothesis testing in the presence of spatial dependence --
Part E: Modelling spatial data --
9. Models for the statistical analysis of spatial data --
10. Statistical modelling of spatial variation: descriptive modelling --
11. Statistical modelling of spatial variation: explanatory modelling.
Responsibility: Robert Haining.
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