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variosig (version 0.3-1)

Testing Spatial Dependence Using Empirical Variogram

Description

Applying Monte Carlo permutation to generate pointwise variogram envelope and checking for spatial dependence at different scales using permutation test. Empirical Brown's method and Fisher's method are used to compute overall p-value for hypothesis test.

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Version

Install

install.packages('variosig')

Monthly Downloads

123

Version

0.3-1

License

GPL (>= 3)

Maintainer

Craig Wang

Last Published

February 9th, 2020

Functions in variosig (0.3-1)

envelope

Generate Pointwise Variogram Envelope
envplot

Plot Empirical Variogram and its Pointwise Envelope
envsig

Determine Significance of Spatial Dependence Using Pointwise Variogram Envelope
variosig-package

Testing Spatial Dependence Using Empirical Variogram