Kernel smoothing


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Documentation for package ‘ks’ version 1.6.2

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amise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
binning Linear binning for multivariate data
compare Comparisons for kernel discriminant analysis
compare.kda.cv Comparisons for kernel discriminant analysis
compare.kda.diag.cv Comparisons for kernel discriminant analysis
contourLevels Contour levels for kde and kda.kde objects
contourLevels.kda.kde Contour levels for kde and kda.kde objects
contourLevels.kde Contour levels for kde and kda.kde objects
dkde Functions for 1-dimensional kernel density estimates
dmvnorm.mixt Multivariate normal mixture distribution
dmvt.mixt Multivariate t mixture distribution
dnorm.mixt Univariate normal mixture distribution
drvkde Kernel density derivative estimation
Hamise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
hamise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
Hbcv 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
Hmise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
hmise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
Hpi Plug-in bandwidth selector
hpi Plug-in bandwidth selector
Hpi.diag Plug-in bandwidth selector
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 MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
kda Kernel discriminant analysis for multivariate data
kda.kde Kernel density estimate for kernel discriminant analysis for multivariate data
kde Kernel density estimate for multivariate data
ks ks
mise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
pkde Functions for 1-dimensional kernel density estimates
plot.kda.kde Kernel discriminant analysis plot for 1- to 3-dimensional data
plot.kde Kernel density estimate plot for 1- to 3-dimensional data
plotmixt Plot for 2- and 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 1-dimensional kernel density estimates
rkde Functions for 1-dimensional kernel density estimates
rmvnorm.mixt Multivariate normal mixture distribution
rmvt.mixt Multivariate t mixture distribution
rnorm.mixt Univariate normal mixture distribution
unicef Unicef child mortality - life expectancy data
vec Vector and vector half operators
vech Vector and vector half operators