R: Density Estimation and Nonparametric Regression on Irregular Regions

# Density Estimation and Nonparametric Regression on Irregular Regions

## Documentation for package ‘latticeDensity’ version 1.2.7

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Code demos. Use demo() to run them.
- Package NEWS

## Help Pages

addObservations | Input observations for use in the lattice-based density estimator
addQuantVar | Input data for Nonparametric Regression smoothing.
areaRegion | Computes area of a region
areaRegionExample | A region with two holes
createDensity | Generates a density using random walks on a lattice.
createNparReg | Performs nonparametric regression on irregular regions.
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.
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.
plot.varianceMapOut | Plot the standard error map.
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
varianceMap | Spatial variance for the regression smoother.