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ks (version 1.7.0)
Kernel smoothing
Description
Kernel smoothers for univariate and multivariate data
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Install
install.packages('ks')
Monthly Downloads
41,652
Version
1.7.0
License
GPL (>= 2)
Maintainer
Tarn Duong
Last Published
September 11th, 2010
Functions in ks (1.7.0)
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plotmixt
Plot for 2- and 3-dimensional normal and t-mixture density functions.
dmvt.mixt
Multivariate t mixture distribution
Hbcv
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
kde.test
Kernel density based two-sample comparison test
kde
Kernel density estimate for multivariate data
Hamise.mixt
Squared error bandwidth matrix selectors for normal mixture densities
kda
Kernel discriminant analysis for multivariate data
Hpi
Plug-in bandwidth selector
Hscv
Smoothed cross-validation (SCV) bandwidth selector
dkde
Functions for univariate kernel density estimates
Hlscv
Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
binning
Linear binning for multivariate data
vec
Vector and vector half operators
contourLevels
Contour levels for kde and kda.kde objects
plot.kde
Kernel density estimate plot for 1- to 3-dimensional data
pre.scale
Pre-sphering and pre-scaling
ks-internal
Internal functions in the ks library
unicef
Unicef child mortality - life expectancy data
dmvnorm.mixt
Multivariate and univariate normal mixture distribution
plot.kda.kde
Kernel discriminant analysis plot for 1- to 3-dimensional data
ks
ks
kdde
Kernel density derivative estimate for multivariate data