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ks (version 1.8.1)
Kernel smoothing
Description
Kernel smoothers for univariate and multivariate data
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Install
install.packages('ks')
Monthly Downloads
37,236
Version
1.8.1
License
GPL (>= 2)
Maintainer
Tarn Duong
Last Published
January 21st, 2011
Functions in ks (1.8.1)
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kdde
Kernel density derivative estimate for multivariate data
ks-internal
Internal functions in the ks library
kde.test
Kernel density based two-sample comparison test
Hscv
Smoothed cross-validation (SCV) bandwidth selector
contourLevels
Contour levels for kde and kda.kde objects
dmvt.mixt
Multivariate t mixture distribution
pre.scale
Pre-sphering and pre-scaling
Hpi
Plug-in bandwidth selector
vec
Vector and vector half operators
Hlscv
Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
ks
ks
binning
Linear binning for multivariate data
plotmixt
Plot for 1- to 3-dimensional normal and t-mixture density functions.
Hbcv
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
unicef
Unicef child mortality - life expectancy data
Hns
Normal scale bandwidth
dkde
Functions for univariate kernel density estimates
kde.local.test
Kernel density based local two-sample comparison test
plot.kde.loctest
Plot for kernel local significant difference regions
kda
Kernel discriminant analysis for multivariate data
kde
Kernel density estimate for multivariate data
Hamise.mixt
Squared error bandwidth matrix selectors for normal mixture densities
ise.mixt
Squared error bandwidth matrix selectors for normal mixture densities
plot.kde
Plot for kernel density estimate
kda.kde
Kernel density estimate for discriminant analysis for multivariate data
plot.kroc
Plot for kernel receiver operating characteristic curve (ROC) estimate
plot.kcde
Plot for kernel cumulative distribution estimate
plot.kda
Plot for kernel discriminant analysis
kcde
Kernel cumulative distribution/survival function estimate for multivariate data
kcopula
Kernel copula/copula density estimate
contour
Contours functions
ks-package
ks
vector
Vector and vector half operators
kroc
Kernel receiver operating characteristic (ROC) curve
dmvnorm.mixt
Multivariate and univariate normal mixture distribution
plot.kda.kde
Plot for kernel discriminant analysis
kde.1d
Functions for univariate kernel density estimates
plot.kdde
Plot for kernel density derivative estimate
pre.transform
Pre-sphering and pre-scaling
mixt
Normal and t-mixture distributions
plot
Kernel density estimate plot for 1- to 3-dimensional data