Multiresolution Kriging based on Markov random fields

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Documentation for package ‘LatticeKrig’ version 3.4

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dfind2d Internal functions for LatticeKrig package.
dfind3d Internal functions for LatticeKrig package.
expandMatrix Miscellaneous internal functions for LatticeKrig package.
expandMatrix0 Miscellaneous internal functions for LatticeKrig package.
expandMList Miscellaneous internal functions for LatticeKrig package.
LatticeKrig User-friendly spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
LKinfo Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKinfoUpdate Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
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.cyl Two dimensional radial basis functions based on a Wendland function.
LKrig.lnPlike Internal functions for LatticeKrig package.
LKrig.make.a.wght Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.make.alpha Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.make.centers Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.make.grid.info Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.make.Normalization Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.make.par.grid Simple function to search over covariance parameters for Lattice Krig
LKrig.MLE Simple function to search over covariance parameters for Lattice Krig
LKrig.MRF.precision Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.normalize.basis Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.normalize.basis.fast Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.normalize.basis.slow 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.quadraticform Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.rowshift Miscellaneous internal functions for LatticeKrig package.
LKrig.rowshift.periodic Miscellaneous internal functions for LatticeKrig package.
LKrig.setup Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrig.shift.matrix Miscellaneous internal functions for LatticeKrig package.
LKrig.sim Functions for simulating a multiresolution process following the Lattice Krig covariance model.
LKrig.sim.conditional Functions for simulating a multiresolution process following the Lattice Krig covariance model.
LKrig.spind2spam Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrig.traceA Internal functions for LatticeKrig package.
LKrigDefaultFixedFunction Creates fixed part of spatial model.
LKrigFindLambda Simple function to search over covariance parameters for Lattice Krig
LKrigMRFDecomposition Specifying the Lattice Krig covariance object('LKinfo') and related utility functions.
LKrigUnrollZGrid Internal functions for LatticeKrig package.
predict.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
predictLKrigFixedFunction Creates fixed part of spatial model.
predictSE.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
predictSurface.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
print.LKinfo 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.
Radial.basis Two dimensional radial basis functions based on a Wendland function.
repMatrix Miscellaneous internal functions for LatticeKrig package.
simConditionalDraw Functions for simulating a multiresolution process following the Lattice Krig covariance model.
surface.LKrig Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
WendlandFunction Two dimensional radial basis functions based on a Wendland function.
which.max.image Miscellaneous internal functions for LatticeKrig package.
which.max.matrix Miscellaneous internal functions for LatticeKrig package.