Multi-Resolution Kriging Based on Markov Random Fields

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Documentation for package ‘LatticeKrig’ version 9.3.0

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A C D E F G I K L N O P R S T W

-- A --

Awght2Omega Functions to search over covariance parameters in the LatticeKrig model.

-- 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 Spatial prediction and inference using a compactly supported multi-resolution basis and a lattice model for the basis coefficients.

-- D --

dfind2d Internal functions for LatticeKrig package.
dfind3d Internal functions for LatticeKrig package.
directionCosines Utility functions for spherical coordinate and projections.

-- E --

EquatorData Data examples for the LatticeKrig Vignette
equatorGrid Data examples for the LatticeKrig Vignette
equatorGridValues Data examples for the LatticeKrig Vignette
equatorLocations Data examples for the LatticeKrig Vignette
equatorValues Data examples for the LatticeKrig Vignette
expandMatrix Miscellaneous internal functions for LatticeKrig package.
expandMatrix0 Miscellaneous internal functions for LatticeKrig package.
expandMList Miscellaneous internal functions for LatticeKrig package.

-- F --

findnorm Internal FORTRAN routines for working with grids and finding distances.

-- 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.

-- I --

IcosahedronFaces Icosahedral multi-resolution grids
IcosahedronGrid Icosahedral multi-resolution grids

-- K --

KrigingExampleData Synthetic data for kriging examples

-- L --

LambdaAwghtObjectiveFunction Functions to search over covariance parameters in the LatticeKrig model.
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.
LKBoxCreateLattice Creates the lattice information for a specific geometry.
LKCylinder Geometries to represent 2-d and 3-d spherical data.
LKDefaultVarNames Internal functions for LatticeKrig package.
LKDiag Create a matrix with given entries on the given diagonals
lkdiag Internal FORTRAN routines for working with grids and finding distances.
LKDist Find all pairwise distances within a maximum distance.
lkdist Internal FORTRAN routines for working with grids and finding distances.
lkdistcomp Internal FORTRAN routines for working with grids and finding distances.
LKDistComponents Find all pairwise distances within a maximum distance.
LKDistGrid Find all pairwise distances within a maximum distance.
lkdistgrid Internal FORTRAN routines for working with grids and finding distances.
lkdistgridcomp Internal FORTRAN routines for working with grids and finding distances.
LKDistGridComponents Find all pairwise distances within a maximum distance.
LKFindAlphaVarianceWeights Creates the alpha parameter list in LatticeKrig covariance.
LKFindSigma2VarianceWeights High level functions for generating and simulating a basis function,Gaussian Process.
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
LKinfoCheck.LKRectangle 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.
LKIntervalCreateLattice Creates the lattice information for a specific geometry.
LKRectangle Summary of the LKRectangle geometry for a standard two dimensional spatial domain.
LKRectangleCreateLattice Creates the lattice information for 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 High level functions for generating and simulating a basis function,Gaussian Process.
LKrig.coef Internal functions for LatticeKrig package.
LKrig.cov High level functions for generating and simulating a basis function,Gaussian Process.
LKrig.cov.plot High level functions for generating and simulating a basis function,Gaussian Process.
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 Functions to search over covariance parameters in the LatticeKrig model.
LKrig.MLE Functions to search over covariance parameters in the LatticeKrig model.
LKrig.precision High level functions for generating and simulating a basis function,Gaussian Process.
LKrig.quadraticform High level functions for generating and simulating a basis function,Gaussian Process.
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 multi resolution process following the Lattice Krig covariance model.
LKrig.sim.conditional Functions for simulating a multi resolution process following the Lattice Krig covariance model.
LKrig.spind2spam High level functions for generating and simulating a basis function,Gaussian Process.
LKrig.traceA Internal functions for LatticeKrig package.
LKrigCovWeightedObs High level functions for generating and simulating a basis function,Gaussian Process.
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 Functions to search over covariance parameters in the LatticeKrig model.
LKrigFindLambdaAwght Functions to search over covariance parameters in the LatticeKrig model.
LKrigLatticeCenters Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.default Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKBox Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKCylinder Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKInterval Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKRectangle Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKRing Methods to report the locations or scales associated with the lattice points.
LKrigLatticeCenters.LKSphere Methods to report the locations or scales associated with the lattice points.
LKrigLatticeScales Methods to report the locations or scales associated with the lattice points.
LKrigLatticeScales.default Methods to report the locations or scales associated with the lattice points.
LKrigMakewU Internal functions for LatticeKrig package.
LKrigMakewX Internal functions for LatticeKrig package.
LKrigMarginalVariance High level functions for generating and simulating a basis function,Gaussian Process.
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.
LKrigNormalizeBasisFFTInterpolate Methods and functions to support normalizing to marginal variance of one.
LKrigNormalizeBasisSelector 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.
LKrigSAR.LKSphere 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.
LKrigSetupAwghtObject Method to create a.wght component from the 'LKinfo' object.
LKrigSetupLattice Creates the lattice information for a specific geometry.
LKrigSetupLattice.default Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKBox Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKCylinder Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKInterval Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKRectangle Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKRing Creates the lattice information for a specific geometry.
LKrigSetupLattice.LKSphere Creates the lattice information for a specific geometry.
LKrigUnrollZGrid Internal functions for LatticeKrig package.
LKRing Geometries to represent 2-d and 3-d spherical data.
LKSphere Geometries to represent 2-d and 3-d spherical data.

-- N --

nonstationaryModels Specifying non-stationary models

-- O --

omega2Awght Functions to search over covariance parameters in the LatticeKrig model.

-- P --

PolarData Data examples for the LatticeKrig Vignette
polarGrid Data examples for the LatticeKrig Vignette
polarGridValues Data examples for the LatticeKrig Vignette
polarLocations Data examples for the LatticeKrig Vignette
polarValues Data examples for the LatticeKrig Vignette
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.
projectionSphere Utility functions for spherical coordinate and projections.

-- 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.LKInterval 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.
setDefaultsLKinfo.LKSphere Method for including default information in the LKinfo object.
simConditionalDraw Functions for simulating a multi resolution process following the Lattice Krig covariance model.
summary.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.

-- T --

Tensor.basis Two dimensional radial and tensor basis functions based on a Wendland function.
toSphere Utility functions for spherical coordinate and projections.
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.