RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.10.7) of this package.
Take me there.
ks (version 1.5.8)
Kernel smoothing
Description
Kernel density estimators and kernel discriminant analysis for multivariate data
Copy Link
Copy
Link to current version
Version
Version
1.10.7
1.10.6
1.10.5
1.10.4
1.10.3
1.10.2
1.10.1
1.10.0
1.9.5
1.9.4
1.9.3
1.9.2
1.9.1
1.9.0
1.8.13
1.8.12
1.8.11
1.8.10
1.8.9
1.8.8
1.8.7
1.8.6
1.8.5
1.8.4
1.8.3
1.8.2
1.8.1
1.8.0
1.7.4
1.7.3
1.7.2
1.7.1
1.7.0
1.6.13
1.6.12
1.6.11
1.6.10
1.6.9
1.6.8
1.6.7
1.6.6
1.6.5
1.6.3
1.6.2
1.6.1
1.6.0
1.5.11
1.5.10
1.5.9
1.5.8
1.5.7
1.5.6
1.5.5
1.5.4
1.5.3
1.5.2
1.5.1
1.5.0
1.4.12
1.4.11
1.4.10
1.4.9
1.4.8
1.4.7
1.4.6
1.4.5
1.4.4
1.4.3
1.4.2
1.4.1
1.4.0
1.3.5
1.3.4
1.3.3
1.3.2
1.3.1
1.2.1
Down Chevron
Install
install.packages('ks')
Monthly Downloads
35,772
Version
1.5.8
License
GPL (>= 2)
Maintainer
Tarn Duong
Last Published
November 5th, 2008
Functions in ks (1.5.8)
Search functions
kde
Kernel density estimate for multivariate data
kda, Hkda, Hkda.diag, hkda
Kernel discriminant analysis for multivariate data
Hpi, Hpi.diag, hpi
Plug-in bandwidth matrix selector for multivariate data
dnorm.mixt, rnorm.mixt
Univariate normal mixture distribution
compare, compare.kda.diag.cv, compare.kda.cv
Comparisons for kernel discriminant analysis
pre.scale, pre.sphere
Pre-sphering and pre-scaling
plotmixt
Plot for 2- and 3-dimensional normal and t-mixture density functions.
dmvt.mixt, rmvt.mixt
Multivariate t mixture distribution
ks
ks
vec, vech, invvec, invvech
Vector and vector half operators
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
dmvnorm.mixt, rmvnorm.mixt
Multivariate normal mixture distribution
Hscv, Hscv.diag
Smoothed cross-validation (SCV) bandwidth matrix selector for 2- to 6-dimensional data
contourLevels
Contour levels for kde and kda.kde objects
dkde, pkde, qkde, rkde
Functions for 1-dimensional kernel density estimates
ks-internal
Internal functions in the ks library
unicef
Unicef child mortality - life expectancy data
Hbcv, Hbcv.diag
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data
kda.kde
Kernel density estimate for kernel discriminant analysis for multivariate data
plot.kde
Kernel density estimate plot for 1- to 3-dimensional data
plot.kda.kde
Kernel discriminant analysis plot for 1- to 3-dimensional data
binning
Linear binning for multivariate data