Kernel smoothing

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Documentation for package ‘ks’ version 1.8.10

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amise.mixt Squared error bandwidth matrix selectors for normal mixture densities
binning Linear binning for multivariate data
compare Kernel discriminant analysis for multivariate data
compare.kda.cv Kernel discriminant analysis for multivariate data
compare.kda.diag.cv Kernel discriminant analysis for multivariate data
contourLevels Contours for kde and kda.kde objects
contourLevels.kda.kde Contours for kde and kda.kde objects
contourLevels.kde Contours for kde and kda.kde objects
contourSizes Contours for kde and kda.kde objects
dkde Functions for univariate kernel density estimates
dmvnorm.mixt Multivariate and univariate normal mixture distribution
dmvt.mixt Multivariate t mixture distribution
dnorm.mixt Multivariate and univariate normal mixture distribution
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
Hkda Kernel discriminant analysis for multivariate data
hkda Kernel discriminant analysis for multivariate data
Hkda.diag Kernel discriminant analysis for multivariate data
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
Hns Normal scale bandwidth
hns Normal scale bandwidth
Hpi Plug-in bandwidth selector
hpi Plug-in bandwidth selector
Hpi.diag Plug-in bandwidth selector
Hpi.kfe Kernel density based two-sample comparison test
hpi.kfe Kernel density based two-sample comparison test
Hscv Smoothed cross-validation (SCV) bandwidth selector
hscv Smoothed cross-validation (SCV) bandwidth selector
Hscv.diag Smoothed cross-validation (SCV) bandwidth selector
invvec Vector and vector half operators
invvech Vector and vector half operators
ise.mixt Squared error bandwidth matrix selectors for normal mixture densities
kda Kernel discriminant analysis for multivariate data
kda.kde Kernel density estimate for discriminant analysis for multivariate data
kdde Kernel density derivative estimate for multivariate data
kde Kernel density estimate for multivariate data
kde.local.test Kernel density based local two-sample comparison test
kde.test Kernel density based two-sample comparison test
ks ks
mise.mixt Squared error bandwidth matrix selectors for normal mixture densities
pkde Functions for univariate kernel density estimates
plot.kda.kde Plot for kernel discriminant analysis
plot.kde Plot for kernel density estimate
plot.kde.loctest Plot for kernel local significant difference regions
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
qkde Functions for univariate kernel density estimates
rkde Functions for univariate kernel density estimates
rmvnorm.mixt Multivariate and univariate normal mixture distribution
rmvt.mixt Multivariate t mixture distribution
rnorm.mixt Multivariate and univariate normal mixture distribution
unicef Unicef child mortality - life expectancy data
vec Vector and vector half operators
vech Vector and vector half operators