Multiresolution Kriging based on Markov random fields

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Documentation for package ‘LatticeKrig’ version 1.4

Help Pages

dfind2d Internal functions for LatticeKrig package.
dfind3d Internal functions for LatticeKrig package.
LatticeKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
LKrig.basis Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.coef Internal functions for LatticeKrig package.
LKrig.cov Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.cov.plot Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.Ctable.10.3 Table of LKrig parameters to approximate the Matern covariance
LKrig.Ctable.10.4 Table of LKrig parameters to approximate the Matern covariance
LKrig.lnPlike Internal functions for LatticeKrig package.
LKrig.MRF.precision Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.precision Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.setup Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.sim Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
Matern2LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
MLE.search.LKrig Simple function to search over covariance parameters for Lattice Krig
NorthAmericanRainfall Observed North American summer precipitation from the historical climate network.
predict.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
print.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
surface.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
Wendland.basis Two dimensional radial basis functions based on a Wendland function.
WendlandFunction Two dimensional radial basis functions based on a Wendland function.
which.max.image Simple function to search over covariance parameters for Lattice Krig
which.max.matrix Simple function to search over covariance parameters for Lattice Krig