Kernel Smoothing


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Documentation for package ‘ks’ version 1.10.4

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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
compare.kda.cv Kernel discriminant analysis
compare.kda.diag.cv Kernel discriminant analysis
contourLevels Contours functions
contourLevels.kda Contours functions
contourLevels.kde Contours functions
contourSizes Contours functions
dkde Functions for univariate kernel density estimates
dmvnorm.mixt Normal and t-mixture distributions
dmvt.mixt Normal and t-mixture distributions
dnorm.mixt Normal and t-mixture distributions
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
hkda Kernel discriminant analysis
Hkda.diag Kernel discriminant analysis
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
Hns.kcde Normal scale bandwidth
hns.kcde Normal scale bandwidth
Hpi Plug-in bandwidth selector
hpi Plug-in bandwidth selector
Hpi.diag Plug-in bandwidth selector
Hpi.diag.kcde Kernel cumulative distribution/survival function estimate
Hpi.diag.kfe Kernel functional estimate
Hpi.kcde Kernel cumulative distribution/survival function estimate
hpi.kcde Kernel cumulative distribution/survival function estimate
Hpi.kfe Kernel functional estimate
hpi.kfe Kernel functional estimate
Hscv Smoothed cross-validation (SCV) bandwidth selector
hscv Smoothed cross-validation (SCV) bandwidth selector
Hscv.diag Smoothed cross-validation (SCV) bandwidth selector
Hucv Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
hucv Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hucv.diag Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
invvec Vector and vector half operators
invvech Vector and vector half operators
ise.mixt Squared error bandwidth matrix selectors for normal mixture densities
kcde Kernel cumulative distribution/survival function estimate
kcopula Kernel copula/copula density estimate
kcopula.de Kernel copula/copula density estimate
kda Kernel discriminant analysis
kdde Kernel density derivative estimate
kde Kernel density estimate
kde.local.test Kernel density based local two-sample comparison test
kde.test Kernel density based global two-sample comparison test
kfe Kernel functional estimate
kroc Kernel receiver operating characteristic (ROC) curve
ks ks
mise.mixt Squared error bandwidth matrix selectors for normal mixture densities
pkde Functions for univariate kernel density estimates
plot.kcde Plot for kernel cumulative distribution estimate
plot.kda Plot for kernel discriminant analysis
plot.kdde Plot for kernel density derivative estimate
plot.kde Plot for kernel density estimate
plot.kde.loctest Plot for kernel local significant difference regions
plot.kroc Plot for kernel receiver operating characteristic curve (ROC) estimate
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
predict.kcde Kernel cumulative distribution/survival function estimate
predict.kda Kernel discriminant analysis
predict.kdde Kernel density derivative estimate
predict.kde Kernel density estimate
predict.kroc Kernel receiver operating characteristic (ROC) curve
qkde Functions for univariate kernel density estimates
rkde Functions for univariate kernel density estimates
rmvnorm.mixt Normal and t-mixture distributions
rmvt.mixt Normal and t-mixture distributions
rnorm.mixt Normal and t-mixture distributions
summary.kroc Kernel receiver operating characteristic (ROC) curve
unicef Unicef child mortality - life expectancy data
vec Vector and vector half operators
vech Vector and vector half operators