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SpatialRegimes (version 1.1)

Spatial Constrained Clusterwise Regression

Description

A collection of functions for estimating spatial regimes, aggregations of neighboring spatial units that are homogeneous in functional terms. The term spatial regime, therefore, should not be understood as a synonym for cluster. More precisely, the term cluster does not presuppose any functional relationship between the variables considered, while the term regime is linked to a regressive relationship underlying the spatial process.

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Version

Install

install.packages('SpatialRegimes')

Monthly Downloads

199

Version

1.1

License

GPL (>= 2)

Maintainer

Francesco Vidoli

Last Published

September 30th, 2022

Functions in SpatialRegimes (1.1)

SkaterF

Spatial constrained clusterwise regression by Spatial 'K'luster Analysis by Tree Edge Removal
SimData

Simulated data for estimating spatial regimes.
Sareg

Spatial clusterwise regression by a constrained version of the Simulated Annealing
Awsreg

Spatial clusterwise regression by an iterated spatially weighted regression algorithm