Kernel smoothing

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Documentation for package `ks' version 1.4.0

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A C D H I K M P R U

-- A --

amise.mixt ISE, MISE and AMISE of kernel density estimates for normal mixture densities

-- C --

compare Comparisons for kernel and parametric discriminant analysis
compare.kda.cv Comparisons for kernel and parametric discriminant analysis
compare.kda.diag.cv Comparisons for kernel and parametric discriminant analysis
compare.pda.cv Comparisons for kernel and parametric discriminant analysis

-- D --

dmvnorm.mixt Multivariate normal mixture distribution
dmvt.mixt Multivariate t mixture distribution

-- H --

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 and parametric discriminant analysis
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

-- I --

ise.mixt ISE, MISE and AMISE of kernel density estimates for normal mixture densities

-- K --

kda Kernel and parametric discriminant analysis
kde Kernel density estimate for multivariate data
ks ks

-- M --

mise.mixt ISE, MISE and AMISE of kernel density estimates for normal mixture densities

-- P --

pda Kernel and parametric discriminant analysis
plot.dade Density estimates and partition plot for discriminant analysis for 2- and 3-dimensional data
plot.kde Kernel density estimate plot for 2- and 3-dimensional data
pre.scale Pre-sphering and pre-scaling
pre.sphere Pre-sphering and pre-scaling

-- R --

rmvnorm.mixt Multivariate normal mixture distribution
rmvt.mixt Multivariate t mixture distribution

-- U --

unicef Unicef child mortality - life expectancy data