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...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Edice: | Lecture notes in Earth sciences
87 |
| Témata: | |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Modelling spatial processes, the identification and analysis of spatial relationships in regression residuals by means of Moran's I, Michael Tiefelsdorf, Berlin, Springer, 2000, 1 vol. (xviii-167 p.), Lecture notes in earth sciences, 978-3-540-66208-2 • Modelling Spatial Processes, Texte imprimé, 9783662170434 |
Obsah:
- 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.