latticeDensity: Density estimation and nonparametric regression on irregular regions

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This package contains functions that compute the lattice-based density estimator of Barry and McIntyre, which accounts for point processes in two-dimensional regions with irregular boundaries and holes. The package also implements two-dimensional non-parametric regression for similar regions.

Author
Ronald Barry <rpbarry@alaska.edu>
Date of publication
2012-01-07 05:44:22
Maintainer
Ronald Barry <rpbarry@alaska.edu>
License
GPL-2
Version
1.0.7
URLs

View on CRAN

Man pages

addObservations
Input observations for use in the lattice-based density...
createDensity
Generates a density using random walks on a lattice.
crossvalDensity
UBC crossvalidation for the lattice-based density estimator.
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-package
Creates a 2-dimensional density estimate or nonparametric...
makeTmatrix
Create the transition matrix for the diffusion.
nodeFilling
Produces a grid of locations inside the region boundary.
plot.formLatticeOutput
Plot the lattice.
removeHole
Removes holes from the region prior to density estimation.
Tkp
Compute the vector T^k*p

Files in this package

latticeDensity
latticeDensity/MD5
latticeDensity/R
latticeDensity/R/Tkp.R
latticeDensity/R/removeHole.R
latticeDensity/R/predict.NparRegOut.r
latticeDensity/R/plot.NparRegOut.r
latticeDensity/R/plot.nodeFillingOutput.r
latticeDensity/R/plot.formLatticeOutput.R
latticeDensity/R/plot.densityOut.r
latticeDensity/R/nodeFilling.R
latticeDensity/R/makeTmatrix.R
latticeDensity/R/latticeDensity-internal.R
latticeDensity/R/homerange.R
latticeDensity/R/formLattice.R
latticeDensity/R/editLattice.R
latticeDensity/R/deletedResid.R
latticeDensity/R/crossvalNparReg.r
latticeDensity/R/crossvalDensity.R
latticeDensity/R/createNparReg.r
latticeDensity/R/createDensity.r
latticeDensity/R/areaRegion.r
latticeDensity/R/addQuantVar.R
latticeDensity/R/addObservations.R
latticeDensity/NEWS
latticeDensity/NAMESPACE
latticeDensity/man
latticeDensity/man/Tkp.Rd
latticeDensity/man/removeHole.Rd
latticeDensity/man/predict.NparRegOut.rd
latticeDensity/man/polygon1.rd
latticeDensity/man/plot.NparRegOut.rd
latticeDensity/man/plot.nodeFillingOutput.rd
latticeDensity/man/plot.formLatticeOutput.Rd
latticeDensity/man/plot.densityOut.rd
latticeDensity/man/nparExample.rd
latticeDensity/man/nodeFilling.Rd
latticeDensity/man/makeTmatrix.Rd
latticeDensity/man/latticeDensity-package.Rd
latticeDensity/man/homerange.Rd
latticeDensity/man/formLattice.Rd
latticeDensity/man/editLattice.Rd
latticeDensity/man/deletedResid.Rd
latticeDensity/man/crossvalNparReg.rd
latticeDensity/man/crossvalDensity.Rd
latticeDensity/man/createNparReg.rd
latticeDensity/man/createDensity.Rd
latticeDensity/man/areaRegionExample.rd
latticeDensity/man/areaRegion.rd
latticeDensity/man/addQuantVar.rd
latticeDensity/man/addObservations.Rd
latticeDensity/DESCRIPTION
latticeDensity/demo
latticeDensity/demo/NparReg.r
latticeDensity/demo/density.R
latticeDensity/demo/00Index
latticeDensity/data
latticeDensity/data/polygon1.RData
latticeDensity/data/nparExample.RData
latticeDensity/data/areaRegionExample.RData