Kernel Smoothing [R package ks version 1.15.1]

Tarn Duong

ks: Kernel Smoothing

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>.

Version: 1.15.1

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)

Published: 2025年05月04日

DOI: 10.32614/CRAN.package.ks

Author: Tarn Duong ORCID iD [aut, cre], Matt Wand ORCID iD [ctb], Jose Chacon [ctb], Artur Gramacki ORCID iD [ctb]

Maintainer: Tarn Duong <tarn.duong at gmail.com>

License: GPL-2 | GPL-3

URL: https://www.mvstat.net/mvksa/

NeedsCompilation: yes

Materials: ChangeLog

CRAN checks: ks results

Documentation:

Reference manual: ks.html , ks.pdf

Vignettes: kde (source, R code)

Downloads:

Package source: ks_1.15.1.tar.gz

Windows binaries: r-devel: ks_1.15.1.zip, r-release: ks_1.15.1.zip, r-oldrel: ks_1.15.1.zip

macOS binaries: r-release (arm64): ks_1.15.1.tgz, r-oldrel (arm64): ks_1.15.1.tgz, r-release (x86_64): ks_1.15.1.tgz, r-oldrel (x86_64): ks_1.15.1.tgz

Old sources: ks archive

Reverse dependencies:

Reverse depends: fbst, Kernelheaping, rKIN, TPD

Reverse imports: agfh, bayesammi, BEKKs, birdring, blocs, bspcov, cdcsis, changepoints, curvHDR, diggit, DMTL, ecospat, eks, enmSdmX, fdaSP, feature, fishboot, FitDynMix, fitPS, flowStats, funspace, GMC, goffda, GPareto, habtools, hdrcde, highriskzone, HybridMicrobiomes, hypervolume, lg, logcondens, lsbs, metaGE, motmot, movieROC, multimode, Nebulosa, NMADTA, npphen, NTSS, oddstream, OVL.CI, powerPLS, qch, Racmacs, rainbow, raptr, reconsi, refreg, RRgeo, rugarch, semiArtificial, shinyWGD, simIReff, simlandr, simukde, smoothROCtime, sNPLS, SPARTAAS, starvars, stppSim, stray, Surrogate, ThresholdROC, tseriesEntropy, tstests, USE, VIRF, weird, winputall, YEAB

Reverse suggests: broom, causalBatch, clustNet, condvis2, fdapace, ggsc, httk, InteractiveComplexHeatmap, kedd, kernelboot, mable, np, nullranges, polykde, scorematchingad, sensitivity, spatialEco, SVP, transport

Linking:

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