kerdiest: Nonparametric kernel estimation of the distribution function. Bandwidth selection and estimation of related functions.
Version 1.2

Nonparametric kernel distribution function estimation is performed. Three automatic bandwidth selection methods for nonparametric kernel distribution function estimation are implemented: the plug-in of Altman and Leger, the plug-in of Polansky and Baker, and the modified cross-validation of Bowman, Hall and Prvan. The exceedance function, the mean return period and the return level are also computed.

AuthorAlejandro Quintela del Rio and Graciela Estevez Perez
Date of publication2012-08-13 07:57:06
MaintainerAlejandro Quintela del Rio <aquintela@udc.es>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("kerdiest")

Getting started

Package overview

Popular man pages

CVbw: Computes the cross-validation bandwidth of Bowman et al...
kde: Kernel estimator of the distribution function
kerdiest-internal: Internal Grid Functions
kerdiest-package: Nonparametric kernel estimation of the distribution....
mrp: Mean return period estimation
nwip: Earthquakes of the Norwesth of the Iberian Peninsula
PBbw: Computes the plug-in bandwidth of Polansky and Baker.
See all...

All man pages Function index File listing

Man pages

ALbw: Computes the plug-in bandwidth of Altman and Leger.
CVbw: Computes the cross-validation bandwidth of Bowman et al...
ef: Exceedance function estimation
kde: Kernel estimator of the distribution function
kerdiest-internal: Internal Grid Functions
kerdiest-package: Nonparametric kernel estimation of the distribution....
mrp: Mean return period estimation
nwip: Earthquakes of the Norwesth of the Iberian Peninsula
PBbw: Computes the plug-in bandwidth of Polansky and Baker.
rl: Return level estimation
saltriver: Data from the Salt River near Roosevelt, AZ, USA, for...

Functions

Files

MD5
R
R/simp_int.R
R/ro_k.R
R/rl.R
R/PBbw.R
R/mu2_k.R
R/mrp.R
R/kernel_function_distribution.R
R/kernel_function.R
R/kernel_distribution_without_i.R
R/kde.R
R/functional.R
R/ef.R
R/dichotomy_fun.R
R/derivative_normal_kernel.R
R/derivative_kernel_function.R
R/CVbw.R
R/ALbw.R
R/A2_k.R
R/A1_k.R
NAMESPACE
man
man/saltriver.Rd
man/rl.Rd
man/PBbw.Rd
man/nwip.Rd
man/mrp.Rd
man/kerdiest-package.Rd
man/kerdiest-internal.Rd
man/kde.Rd
man/ef.Rd
man/CVbw.Rd
man/ALbw.Rd
inst
inst/CITATION
INDEX
DESCRIPTION
data
data/saltriver.rda
data/nwip.rda
kerdiest documentation built on May 19, 2017, 2:12 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.