Książka 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

Język: Angielski
Oprawa: Miękka
Wydawca: Springer
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
214.72
A novel methodology is put forward in this book, which empowers researchers to investigate and ident...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
1999
strony
167
EAN
9783540662082
ISBN
3540662081
Enbook ID
03619052
Wydawca
Waga
302
Wymiary
155 x 235 x 10

Pełny opis

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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