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ks (version 1.8.12)
Kernel smoothing
Description
Kernel smoothers for univariate and multivariate data
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Install
install.packages('ks')
Monthly Downloads
33,431
Version
1.8.12
License
GPL (>= 2)
Maintainer
Tarn Duong
Last Published
March 25th, 2013
Functions in ks (1.8.12)
Search functions
kcde
Kernel cumulative distribution/survival function estimate for multivariate data
unicef
Unicef child mortality - life expectancy data
kde.local.test
Kernel density based local two-sample comparison test
kde
Kernel density estimate for multivariate data
kdde
Kernel density derivative estimate for multivariate data
plot.kroc
Plot for kernel receiver operating characteristic curve (ROC) estimate
plot.kcde
Plot for kernel cumulative distribution estimate
binning
Linear binning for multivariate data
ks-internal
Internal functions in the ks library
mixt
Normal and t-mixture distributions
plot.kdde
Plot for kernel density derivative estimate
kde.1d
Functions for univariate kernel density estimates
Hpi
Plug-in bandwidth selector
pre.transform
Pre-sphering and pre-scaling
vector
Vector and vector half operators
kroc
Kernel receiver operating characteristic (ROC) curve
contour
Contours functions
kde.test
Kernel density based global two-sample comparison test
plot.kda
Plot for kernel discriminant analysis
plot.kde.loctest
Plot for kernel local significant difference regions
Hns
Normal scale bandwidth
plot.kde
Plot for kernel density estimate
plotmixt
Plot for 1- to 3-dimensional normal and t-mixture density functions.
kda
Kernel discriminant analysis for multivariate data
Hlscv
Least-squares cross-validation (LSCV) bandwidth matrix selector for multivariate data
Hscv
Smoothed cross-validation (SCV) bandwidth selector
ise.mixt
Squared error bandwidth matrix selectors for normal mixture densities
ks-package
ks
Hbcv
Biased cross-validation (BCV) bandwidth matrix selector for bivariate data