ks: Kernel Smoothing

Kernel smoothers for univariate and multivariate data.

AuthorTarn Duong <tarn.duong@gmail.com>
Date of publication2017-01-25 09:03:01
MaintainerTarn Duong <tarn.duong@gmail.com>
LicenseGPL-2 | GPL-3
Version1.10.5
http://www.mvstat.net/tduong

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 (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

Functions

amise.mixt Man page
binning Man page
compare Man page
compare.kda.cv Man page
compare.kda.diag.cv Man page
contourLevels Man page
contourLevels.kda Man page
contourLevels.kde Man page
contourSizes Man page
dkde Man page
dmvnorm.mixt Man page
dmvt.mixt Man page
dnorm.mixt Man page
hamise.mixt Man page
Hamise.mixt Man page
Hamise.mixt.diag Man page
Hbcv Man page
Hbcv.diag Man page
hkda Man page
Hkda Man page
Hkda.diag Man page
hlscv Man page
Hlscv Man page
Hlscv.diag Man page
hmise.mixt Man page
Hmise.mixt Man page
Hmise.mixt.diag Man page
hns Man page
Hns Man page
hns.kcde Man page
Hns.kcde Man page
hpi Man page
Hpi Man page
Hpi.diag Man page
Hpi.diag.kcde Man page
Hpi.diag.kfe Man page
hpi.kcde Man page
Hpi.kcde Man page
hpi.kfe Man page
Hpi.kfe Man page
hscv Man page
Hscv Man page
Hscv.diag Man page
hucv Man page
Hucv Man page
Hucv.diag Man page
invvec Man page
invvech Man page
ise.mixt Man page
kcde Man page
kcopula Man page
kcopula.de Man page
kda Man page
kdde Man page
kde Man page
kde.boundary Man page
kde.local.test Man page
kde.test Man page
kfe Man page
kroc Man page
ks Man page
Lpdiff Man page
matrix.sqrt Man page
mise.mixt Man page
mur Man page
nur Man page
nurs Man page
pkde Man page
plot.kcde Man page
plot.kda Man page
plot.kdde Man page
plot.kde Man page
plot.kde.loctest Man page
plot.kroc Man page
plotmixt Man page
predict.kcde Man page
predict.kda Man page
predict.kdde Man page
predict.kde Man page
predict.kroc Man page
pre.scale Man page
pre.sphere Man page
qkde Man page
Qr Man page
rkde Man page
rmvnorm.mixt Man page
rmvt.mixt Man page
rnorm.mixt Man page
Sdr Man page
Sdrv Man page
summary.kroc Man page
symconv.1d Man page
symconv.nd Man page
unicef Man page
vec Man page
vech Man page

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

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

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