Multiresolution Kriging based on Markov random fields

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Documentation for package ‘LatticeKrig’ version 1.2.1

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dfind2d Internal functions for LKrig and MLE.LKrig.
dfind3d Internal functions for LKrig and MLE.LKrig.
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 LKrig and MLE.LKrig.
LKrig.cov Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.lnPlike Internal functions for LKrig and MLE.LKrig.
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.
MLE.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
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.