Kernel smoothing


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Documentation for package `ks' version 1.4.9

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amise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
compare Comparisons for kernel discriminant analysis
compare.kda.cv Comparisons for kernel discriminant analysis
compare.kda.diag.cv Comparisons for kernel discriminant analysis
dmvnorm.mixt Multivariate normal mixture distribution
dmvt.mixt Multivariate t mixture distribution
dnorm.mixt Univariate normal mixture distribution
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
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
Hpi Plug-in bandwidth matrix selector for multivariate data
Hscv Smoothed cross-validation (SCV) bandwidth matrix selector for bivariate data
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
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
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