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ks (version 1.4.6)
Kernel smoothing
Description
Kernel density estimators and kernel discriminant analysis for multivariate data
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Install
install.packages('ks')
Monthly Downloads
33,686
Version
1.4.6
License
GPL (version 2)
Maintainer
Tarn Duong
Last Published
January 5th, 2007
Functions in ks (1.4.6)
Search functions
Hamise.mixt, Hmise.mixt, amise.mixt, ise.mixt, mise.mixt
MISE- and AMISE-optimal bandwidth matrix selectors for normal mixture densities
Hlscv, Hlscv.diag
Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hbcv, Hbcv.diag
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
Hpi, Hpi.diag
Plug-in bandwidth matrix selector for multivariate data
Hscv
Smoothed cross-validation (SCV) bandwidth matrix selector for bivariate data
compare, compare.kda.diag.cv, compare.kda.cv
Comparisons for kernel discriminant analysis
dmvnorm.mixt, rmvnorm.mixt
Multivariate normal mixture distribution
dmvt.mixt, rmvt.mixt
Multivariate t mixture distribution
kda, Hkda, Hkda.diag
Kernel discriminant analysis for multivariate data
kda.kde
Kernel density estimate for kernel discriminant analysis for multivariate data
dnorm.mixt, rnorm.mixt
Univariate normal mixture distribution
kde
Kernel density estimate for multivariate data
ks
ks
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 mixture density functions.
vec, vech, invvec, invvech
Vector and vector half operators
pre.scale, pre.sphere
Pre-sphering and pre-scaling
unicef
Unicef child mortality - life expectancy data