Kernel smoothing

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Documentation for package `ks' version 1.2.1

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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 and t mixture densities

-- C --

compare 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 Bandwidth matrix selectors for kernel discriminant analysis for bivariate data
Hlscv Least-squares cross-validation (LSCV) bandwidth matrix selector for bivariate data
Hmise.mixt MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
Hpi Plug-in bandwidth matrix selector for bivariate 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 and t mixture densities
iset.mixt ISE, MISE and AMISE of kernel density estimates for normal and t mixture densities

-- K --

kda Kernel and parametric discriminant analysis
kda.kde Density estimates for kernel and parametric discriminant analysis
kde Kernel density estimate for bivariate data

-- M --

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

-- P --

pda Kernel and parametric discriminant analysis
pda.pde Density estimates for kernel and parametric discriminant analysis
plot.dade Density estimates and partition plot for discriminant analysis for bivariate data
plot.kde Kernel density estimate plot for bivariate 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