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ks (version 1.8.8)
Kernel smoothing
Description
Kernel smoothers for univariate and multivariate data
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Install
install.packages('ks')
Monthly Downloads
36,515
Version
1.8.8
License
GPL (>= 2)
Maintainer
Tarn Duong
Last Published
May 25th, 2012
Functions in ks (1.8.8)
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Hns
Normal scale bandwidth
Hscv
Smoothed cross-validation (SCV) bandwidth selector
contourLevels
Contours for kde and kda.kde objects
dmvt.mixt
Multivariate t mixture distribution
dmvnorm.mixt
Multivariate and univariate normal mixture distribution
unicef
Unicef child mortality - life expectancy data
kde.test
Kernel density based two-sample comparison test
vec
Vector and vector half operators
Hbcv
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
ks-internal
Internal functions in the ks library
Hlscv
Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
binning
Linear binning for multivariate data
Hamise.mixt
Squared error bandwidth matrix selectors for normal mixture densities
Hpi
Plug-in bandwidth selector
ks
ks
kde
Kernel density estimate for multivariate data
kdde
Kernel density derivative estimate for multivariate data
dkde
Functions for univariate kernel density estimates
plot
Kernel density estimate plot for 1- to 3-dimensional data
kda
Kernel discriminant analysis for multivariate data
plotmixt
Plot for 2- and 3-dimensional normal and t-mixture density functions.
pre.scale
Pre-sphering and pre-scaling