Kniha Lecture Notes in Earth Sciences Michael Tiefelsdorf

Lecture Notes in Earth Sciences

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

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 147
A novel methodology is put forward in this book, which empowers researchers to investigate and ident...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
1999
Stránek
167
EAN
9783540662082
ISBN
3540662081
Enbook ID
03619052
Vydavatel
Hmotnost
302
Rozměry
155 x 235 x 10

Kompletní popis

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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