md: Selecting Bandwidth for Kernel Density Estimator with Minimum Distance Method

Selects bandwidth for the kernel density estimator with minimum distance method as proposed by Devroye and Lugosi (1996). The minimum distance method directly selects the optimal kernel density estimator from countably infinite kernel density estimators and indirectly selects the optimal bandwidth. This package selects the optimal bandwidth from finite kernel density estimators.

Author
Genzo Kaga
Date of publication
2016-02-21 17:02:45
Maintainer
Genzo Kaga <genzo.k-1321@ruri.waseda.jp>
License
GPL-2 | GPL-3
Version
1.0.4

View on CRAN

Man pages

counter
Get 0-1 vector which is used for calculating empirical...
deltaboxm
Calculating delta
dmm
Get number order matrix which is used in md
fhat
Calculating estimated density value on some x with bandwidth...
fhatboxm
Get estimated values of kernel density estimator on domain
ker
Kernel function
md
md selects bandwidth for kernel density estimator with...
nom
Get number order matrix which is used in md
scheffe
Calculating Scheffe sets
subcounter
Auxiliary function which is used in md
xmm
Get number order vector which is used in md
xym
Get number order matrix which is used in md

Files in this package

md
md/NAMESPACE
md/R
md/R/minimumDistanceMethod.R
md/MD5
md/DESCRIPTION
md/man
md/man/ker.Rd
md/man/xmm.Rd
md/man/xym.Rd
md/man/subcounter.Rd
md/man/fhatboxm.Rd
md/man/md.Rd
md/man/fhat.Rd
md/man/scheffe.Rd
md/man/dmm.Rd
md/man/deltaboxm.Rd
md/man/nom.Rd
md/man/counter.Rd