Multiresolution Kriging Based on Markov Random Fields

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Documentation for package ‘LatticeKrig’ version 5.4-1

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C D E G L P R S T W

-- C --

choleskyMemory Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
convertIndexArray Miscellaneous internal functions for LatticeKrig package.
convertIndexPeriodic Miscellaneous internal functions for LatticeKrig package.
createLKrigObject Internal functions for LatticeKrig package.

-- D --

dfind2d Internal functions for LatticeKrig package.
dfind3d Internal functions for LatticeKrig package.
directionCosines Find all pairwise distances within a maximum distance.

-- E --

expandMatrix Miscellaneous internal functions for LatticeKrig package.
expandMatrix0 Miscellaneous internal functions for LatticeKrig package.
expandMList Miscellaneous internal functions for LatticeKrig package.

-- G --

grid2Index Miscellaneous internal functions for LatticeKrig package.
gridList Class '"gridList"'. A description of a regular and multidimensional grid.
gridList-class Class '"gridList"'. A description of a regular and multidimensional grid.
gridListInfo Class '"gridList"'. A description of a regular and multidimensional grid.

-- L --

LatticeKrig User-friendly spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.
LatticeKrigEasyDefaults Create or update the LatticeKrig model object (LKinfo) for spatial fitting
LKArrayShift Miscellaneous internal functions for LatticeKrig package.
LKBox Tailoring the LatticeKrig model to a specific geometry
LKCylinder Geometries to approximate a cross section of 2-d and 3-d spherical data.
LKDist Find all pairwise distances within a maximum distance.
LKDistComponents Find all pairwise distances within a maximum distance.
LKDistGrid Find all pairwise distances within a maximum distance.
LKDistGridComponents Find all pairwise distances within a maximum distance.
LKGeometry Tailoring the LatticeKrig model to a specific geometry
LKGridCheck Find all pairwise distances within a maximum distance.
LKGridFindNmax Find all pairwise distances within a maximum distance.
LKinfo Create or update the LatticeKrig model object (LKinfo) for spatial fitting
LKinfoCheck Check the LKinfo object
LKinfoCheck.default Check the LKinfo object
LKinfoUpdate Create or update the LatticeKrig model object (LKinfo) for spatial fitting
LKInterval Tailoring the LatticeKrig model to a specific geometry
LKRectangle Tailoring the LatticeKrig model to a specific geometry
LKRectangleSetupNormalization Methods and functions to support normalizing to marginal variance of one
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 and tensor basis functions based on a Wendland function.
LKrig.lnPlike Internal functions for LatticeKrig package.
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.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.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.
LKrigCovWeightedObs Functions for generating a multiresolution, compactly supported basis, multiresolution covariance functions and simulating from these processes.
LKrigDefaultFixedFunction Creates fixed part of spatial model.
LKrigDistance Distance function methods for 'LKrigDistance' in Package 'LatticeKrig' ~~
LKrigDistance-method Distance function methods for 'LKrigDistance' in Package 'LatticeKrig' ~~
LKrigDistance-methods Distance function methods for 'LKrigDistance' in Package 'LatticeKrig' ~~
LKrigFindLambda Simple function to search over covariance parameters for Lattice Krig
LKrigLatticeCenters Method to create the locations associated with the lattice points.
LKrigLatticeCenters.default Method to create the locations associated with the lattice points.
LKrigLatticeCenters.LKBox Method to create the locations associated with the lattice points.
LKrigLatticeCenters.LKCylinder Method to create the locations associated with the lattice points.
LKrigLatticeCenters.LKInterval Method to create the locations associated with the lattice points.
LKrigLatticeCenters.LKRectangle Method to create the locations associated with the lattice points.
LKrigLatticeCenters.LKRing Method to create the locations associated with the lattice points.
LKrigMakewU Internal functions for LatticeKrig package.
LKrigMakewX Internal functions for LatticeKrig package.
LKrigNormalizeBasis Methods and functions to support normalizing to marginal variance of one
LKrigNormalizeBasisFast Methods and functions to support normalizing to marginal variance of one
LKrigNormalizeBasisFast.default Methods and functions to support normalizing to marginal variance of one
LKrigNormalizeBasisFast.LKRectangle Methods and functions to support normalizing to marginal variance of one
LKrigPeriodicFixedFunction Creates fixed part of spatial model.
LKrigSAR Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.default Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.LKBox Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.LKCylinder Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.LKInterval Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.LKRectangle Method that creates the spatial autoregressive (SAR) matrix
LKrigSAR.LKRing Method that creates the spatial autoregressive (SAR) matrix
LKrigSetup Create or update the LatticeKrig model object (LKinfo) for spatial fitting
LKrigSetupAlpha Creates the alpha parameter list in LatticeKrig covariance
LKrigSetupAlpha.default Creates the alpha parameter list in LatticeKrig covariance
LKrigSetupAlpha.LKBox Creates the alpha parameter list in LatticeKrig covariance
LKrigSetupAlpha.LKInterval Creates the alpha parameter list in LatticeKrig covariance
LKrigSetupAlpha.LKRectangle Creates the alpha parameter list in LatticeKrig covariance
LKrigSetupAwght Method to create a.wght component from the 'LKinfo' object.
LKrigSetupAwght.default Method to create a.wght component from the 'LKinfo' object.
LKrigSetupAwght.LKRectangle Method to create a.wght component from the 'LKinfo' object.
LKrigSetupLattice Creates the lattice information for a specfic geometry
LKrigSetupLattice.default Creates the lattice information for a specfic geometry
LKrigSetupLattice.LKBox Creates the lattice information for a specfic geometry
LKrigSetupLattice.LKCylinder Creates the lattice information for a specfic geometry
LKrigSetupLattice.LKInterval Creates the lattice information for a specfic geometry
LKrigSetupLattice.LKRectangle Creates the lattice information for a specfic geometry
LKrigSetupLattice.LKRing Creates the lattice information for a specfic geometry
LKrigUnrollZGrid Internal functions for LatticeKrig package.
LKRing Geometries to approximate a cross section of 2-d and 3-d spherical data.

-- P --

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.LatticeKrig User-friendly 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.

-- R --

Radial.basis Two dimensional radial and tensor basis functions based on a Wendland function.
repMatrix Miscellaneous internal functions for LatticeKrig package.

-- S --

setDefaultsLKinfo Method for including default information in the LKinfo object.
setDefaultsLKinfo.default Method for including default information in the LKinfo object.
setDefaultsLKinfo.LKBox Method for including default information in the LKinfo object.
setDefaultsLKinfo.LKCylinder Method for including default information in the LKinfo object.
setDefaultsLKinfo.LKRectangle Method for including default information in the LKinfo object.
setDefaultsLKinfo.LKRing Method for including default information in the LKinfo object.
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.

-- T --

Tensor.basis Two dimensional radial and tensor basis functions based on a Wendland function.
triWeight Two dimensional radial and tensor basis functions based on a Wendland function.

-- W --

WendlandFunction Two dimensional radial and tensor 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.