Kernel smoothers for univariate and multivariate data, including 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: | 1.13.5 |
Depends: | R (≥ 2.10.0) |
Imports: | FNN (≥ 1.1), kernlab, KernSmooth (≥ 2.22), Matrix, mclust, mgcv, multicool, mvtnorm (≥ 1.0-0), plot3D, pracma |
Suggests: | geometry, MASS, misc3d (≥ 0.4-0), oz, rgl (≥ 0.66) |
Published: | 2022-04-14 |
Author: | Tarn Duong [aut, cre], Matt Wand [ctb], Jose Chacon [ctb], Artur Gramacki [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 |
Reference manual: | ks.pdf |
Vignettes: |
kde |
Package source: | ks_1.13.5.tar.gz |
Windows binaries: | r-devel: ks_1.13.5.zip, r-release: ks_1.13.5.zip, r-oldrel: ks_1.13.5.zip |
macOS binaries: | r-release (arm64): ks_1.13.5.tgz, r-oldrel (arm64): ks_1.13.5.tgz, r-release (x86_64): ks_1.13.5.tgz, r-oldrel (x86_64): ks_1.13.5.tgz |
Old sources: | ks archive |
Reverse depends: | Kernelheaping, npphen, TPD |
Reverse imports: | BEKKs, biosurvey, birdring, BMTAR, cdcsis, changepoints, curvHDR, diggit, DMTL, ecospat, eks, feature, flowStats, goffda, GPareto, hdrcde, highriskzone, hypervolume, lg, logcondens, lsbs, mobirep, motmot, multimode, Nebulosa, NMADiagT, nullranges, oddstream, openCyto, qch, rainbow, raptr, reconsi, refreg, rugarch, semiArtificial, simIReff, simlandr, simukde, smoothROCtime, sNPLS, SPARTAAS, starvars, stppSim, stray, Surrogate, TEAM, ThresholdROC, tseriesEntropy, VIRF |
Reverse suggests: | broom, condvis2, fdapace, httk, InteractiveComplexHeatmap, kernelboot, mable, np, sensitivity, transport |
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