kedd: Kernel Estimator and Bandwidth Selection for Density and Its Derivatives

Share:

Smoothing techniques and computing bandwidth selectors of the nth derivative of a probability density for one-dimensional data.

Author
Arsalane Chouaib Guidoum
Date of publication
2015-10-31 00:19:16
Maintainer
Arsalane Chouaib Guidoum <acguidoum@usthb.dz>
License
GPL (>= 2)
Version
1.0.3

View on CRAN

Man pages

claw
Datasets
dkde
Derivatives of Kernel Density Estimator
h.amise
AMISE for Optimal Bandwidth Selectors
h.bcv
Biased Cross-Validation for Bandwidth Selection
h.ccv
Complete Cross-Validation for Bandwidth Selection
h.mcv
Modified Cross-Validation for Bandwidth Selection
h.mlcv
Maximum-Likelihood Cross-validation for Bandwidth Selection
h.tcv
Trimmed Cross-Validation for Bandwidth Selection
h.ucv
Unbiased (Least-Squares) Cross-Validation for Bandwidth...
kedd-package
Kernel Estimator and Bandwidth Selection for Density and Its...
kernel.conv
Convolutions of r'th Derivative for Kernel Function
kernel.fun
Derivatives of Kernel Function
plot.dkde
Plot for Kernel Density Derivative Estimate
plot.h.amise
Plot for Asymptotic Mean Integrated Squared Error
plot.h.bcv
Plot for Biased Cross-Validation
plot.h.ccv
Plot for Complete Cross-Validation
plot.h.mcv
Plot for Modified Cross-Validation
plot.h.mlcv
Plot for Maximum-Likelihood Cross-validation
plot.h.tcv
Plot for Trimmed Cross-Validation
plot.h.ucv
Plot for Unbiased Cross-Validation
plot.kernel.conv
Plot for Convolutions of r'th Derivative Kernel Function
plot.kernel.fun
Plot of r'th Derivative Kernel Function

Files in this package

kedd
kedd/inst
kedd/inst/CITATION
kedd/inst/doc
kedd/inst/doc/kedd.R
kedd/inst/doc/kedd.pdf
kedd/inst/doc/Thumbs.db
kedd/inst/doc/intro.R
kedd/inst/doc/intro.pdf
kedd/inst/doc/kedd.Rnw
kedd/inst/doc/intro.Rnw
kedd/NAMESPACE
kedd/demo
kedd/demo/kedd.R
kedd/demo/00Index
kedd/NEWS
kedd/data
kedd/data/bimodal.rda
kedd/data/claw.rda
kedd/data/trimodal.rda
kedd/data/kurtotic.rda
kedd/data/outlier.rda
kedd/R
kedd/R/utils.R
kedd/R/MCV.R
kedd/R/CCV.R
kedd/R/dkde.R
kedd/R/TCV.R
kedd/R/UCV.R
kedd/R/MLCV.R
kedd/R/AMISE.R
kedd/R/kernel.R
kedd/R/BCV.R
kedd/vignettes
kedd/vignettes/kedd.Rnw
kedd/vignettes/intro.Rnw
kedd/MD5
kedd/build
kedd/build/vignette.rds
kedd/DESCRIPTION
kedd/man
kedd/man/plot.h.mlcv.Rd
kedd/man/h.amise.Rd
kedd/man/plot.kernel.fun.Rd
kedd/man/h.bcv.Rd
kedd/man/dkde.Rd
kedd/man/plot.h.ucv.Rd
kedd/man/h.ucv.Rd
kedd/man/h.tcv.Rd
kedd/man/plot.h.ccv.Rd
kedd/man/plot.dkde.Rd
kedd/man/plot.h.mcv.Rd
kedd/man/h.mlcv.Rd
kedd/man/plot.h.tcv.Rd
kedd/man/kernel.conv.Rd
kedd/man/plot.kernel.conv.Rd
kedd/man/h.mcv.Rd
kedd/man/kernel.fun.Rd
kedd/man/claw.Rd
kedd/man/plot.h.bcv.Rd
kedd/man/h.ccv.Rd
kedd/man/kedd-package.Rd
kedd/man/plot.h.amise.Rd