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Lecture Notes in Earth Sciences

The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I

Language EnglishEnglish
Book Paperback
Book Lecture Notes in Earth Sciences Michael Tiefelsdorf
Libristo code: 03619052
Publishers Springer, November 1999
A novel methodology is put forward in this book, which empowers researchers to investigate and ident... Full description
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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. Examples are spatially autocorrelated random variables manifesting themselves in distinct global patterns as well as local clusters and hot spots, or spatial interaction leading to stochastic ties among the regions. An example from observational epidemiology demonstrates the flexibility of Moran's approach by analyzing the spatial distribution of cancer data from several perspectives. Recent advances in computing technology, computer algorithms, statistical techniques and global and local spatial patterns by means of Moran's I feasability. Moran's I is an extremely versatile tool for exploring and analyzing spatial data and testing spatial hypotheses.

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About the book

Full name Lecture Notes in Earth Sciences
Language English
Binding Book - Paperback
Date of issue 1999
Number of pages 167
EAN 9783540662082
ISBN 3540662081
Libristo code 03619052
Publishers Springer
Weight 302
Dimensions 155 x 235 x 10
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