Kernel Smoothing

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Documentation for package ‘ks’ version 1.14.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

A B C D G H I K M P Q R S T U V W

ks-package

ks

-- A --

air	Air quality measurements in an underground train station
amise.mixt	Squared error bandwidth matrix selectors for normal mixture densities

-- B --

binning

Linear binning for multivariate data

-- C --

cardio	Foetal cardiotocograms
compare	Kernel discriminant analysis (kernel classification)
compare.kda.cv	Kernel discriminant analysis (kernel classification)
compare.kda.diag.cv	Kernel discriminant analysis (kernel classification)
contourLevels	Contour functions
contourLevels.kda	Contour functions
contourLevels.kdde	Contour functions
contourLevels.kde	Contour functions
contourProbs	Contour functions
contourSizes	Contour functions

-- D --

dckde	Deconvolution kernel density derivative estimate
dkde	Derived quantities from kernel density estimates
dmvnorm.mixt	Normal and t-mixture distributions
dmvt.mixt	Normal and t-mixture distributions
dnorm.mixt	Normal and t-mixture distributions

-- G --

grevillea

Geographical locations of grevillea plants

-- H --

Hamise.mixt	Squared error bandwidth matrix selectors for normal mixture densities
hamise.mixt	Squared error bandwidth matrix selectors for normal mixture densities
Hamise.mixt.diag	Squared error bandwidth matrix selectors for normal mixture densities
Hbcv	Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
Hbcv.diag	Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
histde	Histogram density estimate
Hkda	Kernel discriminant analysis (kernel classification)
hkda	Kernel discriminant analysis (kernel classification)
Hkda.diag	Kernel discriminant analysis (kernel classification)
Hlscv	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
hlscv	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hlscv.diag	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hmise.mixt	Squared error bandwidth matrix selectors for normal mixture densities
hmise.mixt	Squared error bandwidth matrix selectors for normal mixture densities
Hmise.mixt.diag	Squared error bandwidth matrix selectors for normal mixture densities
Hnm	Normal mixture bandwidth
hnm	Normal mixture bandwidth
Hnm.diag	Normal mixture bandwidth
Hns	Normal scale bandwidth
hns	Normal scale bandwidth
Hns.diag	Normal scale bandwidth
Hns.kcde	Normal scale bandwidth
hns.kcde	Normal scale bandwidth
Hpi	Plug-in bandwidth selector
hpi	Plug-in bandwidth selector
Hpi.diag	Plug-in bandwidth selector
Hpi.diag.kcde	Kernel cumulative distribution/survival function estimate
Hpi.diag.kfe	Kernel functional estimate
Hpi.kcde	Kernel cumulative distribution/survival function estimate
hpi.kcde	Kernel cumulative distribution/survival function estimate
Hpi.kfe	Kernel functional estimate
hpi.kfe	Kernel functional estimate
hsct	Haematopoietic stem cell transplant
Hscv	Smoothed cross-validation (SCV) bandwidth selector
hscv	Smoothed cross-validation (SCV) bandwidth selector
Hscv.diag	Smoothed cross-validation (SCV) bandwidth selector
Hucv	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
hucv	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hucv.diag	Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data

-- I --

invvec	Vector and vector half operators
invvech	Vector and vector half operators
ise.mixt	Squared error bandwidth matrix selectors for normal mixture densities

-- K --

kcde	Kernel cumulative distribution/survival function estimate
kcopula	Kernel copula (density) estimate
kcopula.de	Kernel copula (density) estimate
kcurv	Kernel density derivative estimate
kda	Kernel discriminant analysis (kernel classification)
kdcde	Deconvolution kernel density derivative estimate
kdde	Kernel density derivative estimate
kdde.truncate	Truncated kernel density derivative estimate
kde	Kernel density estimate
kde.balloon	Variable kernel density estimate.
kde.boundary	Kernel density estimate for bounded data
kde.local.test	Kernel density based local two-sample comparison test
kde.sp	Variable kernel density estimate.
kde.test	Kernel density based global two-sample comparison test
kde.truncate	Truncated kernel density derivative estimate
kdr	Kernel density ridge estimation
kdr.segment	Kernel density ridge estimation
kfe	Kernel functional estimate
kfs	Kernel feature significance
kms	Kernel mean shift clustering
kms.part	Partition plot for kernel density clustering
kroc	Kernel receiver operating characteristic (ROC) curve
ks	ks
ksupp	Kernel support estimate

-- M --

mise.mixt	Squared error bandwidth matrix selectors for normal mixture densities
mvnorm.mixt.mode	Normal and t-mixture distributions
mvnorm.mixt.part	Partition plot for kernel density clustering

-- P --

pkde	Derived quantities from kernel density estimates
plate	Geographical locations of earthquakes and tectonic plates
platesf	Geographical locations of earthquakes and tectonic plates
plot.histde	Plot for histogram density estimate
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.kde.part	Partition plot for kernel density clustering
plot.kdr	Kernel density ridge estimation
plot.kfs	Plot for kernel feature significance
plot.kms	Kernel mean shift clustering
plot.kroc	Plot for kernel receiver operating characteristic curve (ROC) estimate
plot.ksupp	Kernel support estimate
plotmixt	Plot for 1- to 3-dimensional normal and t-mixture density functions
pre.scale	Pre-sphering and pre-scaling
pre.sphere	Pre-sphering and pre-scaling
predict.histde	Histogram density estimate
predict.kcde	Kernel cumulative distribution/survival function estimate
predict.kda	Kernel discriminant analysis (kernel classification)
predict.kdde	Kernel density derivative estimate
predict.kde	Kernel density estimate
predict.kroc	Kernel receiver operating characteristic (ROC) curve

-- Q --

qkde	Derived quantities from kernel density estimates
quake	Geographical locations of earthquakes and tectonic plates
quakesf	Geographical locations of earthquakes and tectonic plates

-- R --

rkde	Derived quantities from kernel density estimates
rmvnorm.mixt	Normal and t-mixture distributions
rmvt.mixt	Normal and t-mixture distributions
rnorm.mixt	Normal and t-mixture distributions

-- S --

summary.kms	Kernel mean shift clustering
summary.kroc	Kernel receiver operating characteristic (ROC) curve

-- T --

tempb

Daily temperature

-- U --

unicef

Unicef child mortality - life expectancy data

-- V --

vec	Vector and vector half operators
vech	Vector and vector half operators

-- W --

worldbank

Development indicators from the World Bank Group