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.
|Date of publication||2016-02-21 17:02:45|
|Maintainer||Genzo Kaga <email@example.com>|
|License||GPL-2 | GPL-3|
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