Modelling Spatial Processes The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I
A novel methodology is put forward in this book, which empowers researchers to investigate and identify potential spatial processes among a set of regions. Spatial processes and their underlying functional spatial relationships are commonly observed in the geosciences and related disciplines. Exampl...
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| Format: | eBook |
| Language: | English |
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Berlin, Heidelberg
Springer Berlin Heidelberg
2000, 2000
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| Edition: | 1st ed. 2000 |
| Series: | Lecture Notes in Earth Sciences
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| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- The regression model
- The specification of spatial relations
- Gaussian spatial processes
- The characteristic function
- Numerical evaluation of Imhof's formula
- The exact distribution of Moran's I
- The shape of Moran's I exact distribution
- The moments of Moran's I
- The basic ecological model and spatial setting
- A spatial analysis of the cancer data
- Conclusions