Density estimation and nonparametric regression on irregular regions

Documentation for package ‘latticeDensity’ version 1.0.7

latticeDensity-package	Creates a 2-dimensional density estimate or nonparametric regression surface.
addObservations	Input observations for use in the lattice-based density estimator.
addQuantVar	Input response variable for use in the createNparReg function
areaRegion	Computes the area of a region
areaRegionExample	A region with two holes
createDensity	Generates a density using random walks on a lattice.
createNparReg	This function performs nonparametric regression.
crossvalDensity	UBC crossvalidation for the lattice-based density estimator.
crossvalNparReg	Crossvalidation for non-parametric regression.
deletedResid	Deleted residuls for non-parametric regression.
editLattice	Add or remove links in the lattice
formLattice	Builds a neighbor structure on the nodes.
homerange	Produces a homerange map.
latticeDensity	Creates a 2-dimensional density estimate or nonparametric regression surface.
makeTmatrix	Create the transition matrix for the diffusion.
nodeFilling	Produces a grid of locations inside the region boundary.
nparExample	Example boundary with a grid of locations
plot.densityOut	Plot the density map
plot.formLatticeOutput	Plot the lattice.
plot.nodeFillingOutput	Plot a 'nodeFillingOutput' object.
plot.NparRegOut	Plot the non-parametric regression surface.
polygon1	Example boundary with causeway
predict.NparRegOut	Predictions at data locations from lattice-based non-parametric regression.
removeHole	Removes holes from the region prior to density estimation.
Tkp	Compute the vector T^k*p