latticeDensity: Density estimation and nonparametric regression on irregular regions
Version 1.0.7

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.

AuthorRonald Barry <rpbarry@alaska.edu>
Date of publication2012-01-07 05:44:22
MaintainerRonald Barry <rpbarry@alaska.edu>
LicenseGPL-2
Version1.0.7
URL www.r-project.org
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("latticeDensity")

Getting started

Package overview

Popular man pages

addQuantVar: Input response variable for use in the createNparReg function
areaRegion: Computes the area of a region
areaRegionExample: A region with two holes
createNparReg: This function performs nonparametric regression.
crossvalNparReg: Crossvalidation for non-parametric regression.
deletedResid: Deleted residuls for non-parametric regression.
formLattice: Builds a neighbor structure on the nodes.
See all...

All man pages Function index File listing

Man pages

addObservations: Input observations for use in the lattice-based density...
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-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.
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...
removeHole: Removes holes from the region prior to density estimation.
Tkp: Compute the vector T^k*p

Functions

Tkp Man page Source code
addObservations Man page Source code
addQuantVar Man page Source code
areaRegion Man page Source code
areaRegionExample Man page
createDensity Man page Source code
createNparReg Man page Source code
crossvalDensity Man page Source code
crossvalNparReg Man page Source code
deletedResid Man page Source code
editLattice Man page Source code
formLattice Man page Source code
homerange Man page Source code
latticeDensity Man page
latticeDensity-package Man page
makeTmatrix Man page Source code
nodeFilling Man page Source code
nparExample Man page
plot.NparRegOut Man page Source code
plot.densityOut Man page Source code
plot.formLatticeOutput Man page Source code
plot.nodeFillingOutput Man page Source code
polygon1 Man page
predict.NparRegOut Man page Source code
removeHole Man page Source code

Files

MD5
R
R/Tkp.R
R/removeHole.R
R/predict.NparRegOut.r
R/plot.NparRegOut.r
R/plot.nodeFillingOutput.r
R/plot.formLatticeOutput.R
R/plot.densityOut.r
R/nodeFilling.R
R/makeTmatrix.R
R/latticeDensity-internal.R
R/homerange.R
R/formLattice.R
R/editLattice.R
R/deletedResid.R
R/crossvalNparReg.r
R/crossvalDensity.R
R/createNparReg.r
R/createDensity.r
R/areaRegion.r
R/addQuantVar.R
R/addObservations.R
NEWS
NAMESPACE
man
man/Tkp.Rd
man/removeHole.Rd
man/predict.NparRegOut.rd
man/polygon1.rd
man/plot.NparRegOut.rd
man/plot.nodeFillingOutput.rd
man/plot.formLatticeOutput.Rd
man/plot.densityOut.rd
man/nparExample.rd
man/nodeFilling.Rd
man/makeTmatrix.Rd
man/latticeDensity-package.Rd
man/homerange.Rd
man/formLattice.Rd
man/editLattice.Rd
man/deletedResid.Rd
man/crossvalNparReg.rd
man/crossvalDensity.Rd
man/createNparReg.rd
man/createDensity.Rd
man/areaRegionExample.rd
man/areaRegion.rd
man/addQuantVar.rd
man/addObservations.Rd
DESCRIPTION
demo
demo/NparReg.r
demo/density.R
demo/00Index
data
data/polygon1.RData
data/nparExample.RData
data/areaRegionExample.RData
latticeDensity documentation built on May 19, 2017, 11:15 a.m.

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