CRAN/E | ks

ks

Kernel Smoothing

Installation

About

Kernel smoothers for univariate and multivariate data, with comprehensive visualisation and bandwidth selection capabilities, including for densities, density derivatives, cumulative distributions, clustering, classification, density ridges, significant modal regions, and two-sample hypothesis tests. Chacon & Duong (2018) doi:10.1201/9780429485572.

www.mvstat.net/mvksa/

Key Metrics

Version 1.14.2
R ≥ 2.10.0
Published 2024-01-15 242 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks ks results

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Maintainer

Maintainer

Tarn Duong

[email protected]

Authors

Tarn Duong

aut / cre

Matt Wand

ctb

Jose Chacon

ctb

Artur Gramacki

ctb

Material

ChangeLog
Reference manual
Package source

Vignettes

kde

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ks archive

Depends

R ≥ 2.10.0

Imports

FNN ≥ 1.1
kernlab
KernSmooth ≥ 2.22
Matrix
mclust
mgcv
multicool
mvtnorm ≥ 1.0-0
pracma

Suggests

geometry
MASS
misc3d ≥ 0.4-0
oz
plot3D
rgl ≥ 0.66

Reverse Depends

fbst
Kernelheaping
rKIN
TPD

Reverse Imports

agfh
BEKKs
birdring
blocs
BMTAR
cdcsis
changepoints
curvHDR
diggit
DMTL
ecospat
eks
enmSdmX
fdaSP
feature
FitDynMix
fitPS
flowStats
funspace
goffda
GPareto
hdrcde
highriskzone
HybridMicrobiomes
hypervolume
lg
logcondens
lsbs
metaGE
mobirep
motmot
multimode
Nebulosa
NMADiagT
npphen
NTSS
oddstream
OVL.CI
qch
Racmacs
rainbow
raptr
reconsi
refreg
rugarch
semiArtificial
simIReff
simlandr
simukde
smoothROCtime
Load all 61 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

broom
clustNet
condvis2
fdapace
ggsc
httk
InteractiveComplexHeatmap
kernelboot
mable
np
nullranges
sensitivity
spatialEco
transport