ks: Kernel Smoothing

Share:

Kernel smoothers for univariate and multivariate data.

Author
Tarn Duong <tarn.duong@gmail.com>
Date of publication
2016-06-25 19:07:41
Maintainer
Tarn Duong <tarn.duong@gmail.com>
License
GPL-2 | GPL-3
Version
1.10.4
URLs

View on CRAN

Man pages

binning
Linear binning for multivariate data
contour
Contours functions
Hbcv
Biased cross-validation (BCV) bandwidth matrix selector for...
Hlscv
Least-squares cross-validation (LSCV) bandwidth matrix...
Hns
Normal scale bandwidth
Hpi
Plug-in bandwidth selector
Hscv
Smoothed cross-validation (SCV) bandwidth selector
ise.mixt
Squared error bandwidth matrix selectors for normal mixture...
kcde
Kernel cumulative distribution/survival function estimate
kcopula
Kernel copula/copula density estimate
kda
Kernel discriminant analysis
kdde
Kernel density derivative estimate
kde
Kernel density estimate
kde.1d
Functions for univariate kernel density estimates
kde.local.test
Kernel density based local two-sample comparison test
kde.test
Kernel density based global two-sample comparison test
kfe
Kernel functional estimate
kroc
Kernel receiver operating characteristic (ROC) curve
ks-internal
Internal functions in the ks library
ks-package
ks
mixt
Normal and t-mixture distributions
plot.kcde
Plot for kernel cumulative distribution estimate
plot.kda
Plot for kernel discriminant analysis
plot.kdde
Plot for kernel density derivative estimate
plot.kde
Plot for kernel density estimate
plot.kde.loctest
Plot for kernel local significant difference regions
plot.kroc
Plot for kernel receiver operating characteristic curve (ROC)...
plotmixt
Plot for 1- to 3-dimensional normal and t-mixture density...
pre.transform
Pre-sphering and pre-scaling
unicef
Unicef child mortality - life expectancy data
vector
Vector and vector half operators

Files in this package

ks
ks/inst
ks/inst/doc
ks/inst/doc/kde.Rnw
ks/inst/doc/kde.R
ks/inst/doc/kde.pdf
ks/src
ks/src/ks.c
ks/NAMESPACE
ks/CHANGELOG
ks/data
ks/data/unicef.RData
ks/R
ks/R/kdde.R
ks/R/binning.R
ks/R/prelim.R
ks/R/kfe.R
ks/R/selector.R
ks/R/kcopula.R
ks/R/kda.R
ks/R/kcde.R
ks/R/normal.R
ks/R/kde.R
ks/R/integrate-kde.R
ks/R/mise.R
ks/R/kde-test.R
ks/vignettes
ks/vignettes/kde.Rnw
ks/MD5
ks/build
ks/build/vignette.rds
ks/DESCRIPTION
ks/man
ks/man/unicef.Rd
ks/man/Hbcv.Rd
ks/man/kcopula.Rd
ks/man/plot.kroc.Rd
ks/man/plot.kde.loctest.Rd
ks/man/plot.kcde.Rd
ks/man/pre.transform.Rd
ks/man/Hlscv.Rd
ks/man/Hns.Rd
ks/man/plot.kdde.Rd
ks/man/Hpi.Rd
ks/man/kdde.Rd
ks/man/mixt.Rd
ks/man/Hscv.Rd
ks/man/kde.local.test.Rd
ks/man/plot.kda.Rd
ks/man/ks-package.Rd
ks/man/kcde.Rd
ks/man/binning.Rd
ks/man/kde.Rd
ks/man/kroc.Rd
ks/man/contour.Rd
ks/man/kfe.Rd
ks/man/plot.kde.Rd
ks/man/vector.Rd
ks/man/kde.1d.Rd
ks/man/ise.mixt.Rd
ks/man/kde.test.Rd
ks/man/kda.Rd
ks/man/ks-internal.Rd
ks/man/plotmixt.Rd