Testing Spatial Dependence Using Empirical Variogram

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.


version 0.1:

  • initial release on CRAN

Reference manual

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0.3 by Craig Wang, a month ago

Browse source code at https://github.com/cran/variosig

Authors: Craig Wang [aut, cre] , Reinhard Furrer [ctb]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports gstat, geoR, sp, testthat

See at CRAN