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LPKsample: LP Nonparametric High Dimensional K-Sample Comparison

LP nonparametric high-dimensional K-sample comparison method that includes (i) confirmatory test, (ii) exploratory analysis, and (iii) options to output a data-driven LP-transformed matrix for classification. The primary reference is Mukhopadhyay, S. and Wang, K. (2020, Biometrika); <doi:10.48550/arXiv.1810.01724>.

Version: 2.1
Depends: R (≥ 2.10), apcluster, igraph, mclust, LPGraph
Published: 2020-06-02
DOI: 10.32614/CRAN.package.LPKsample
Author: Subhadeep Mukhopadhyay, Kaijun Wang
Maintainer: Kaijun Wang <kaijunwang.19 at gmail.com>
License: GPL-2
NeedsCompilation: no
CRAN checks: LPKsample results

Documentation:

Reference manual: LPKsample.pdf

Downloads:

Package source: LPKsample_2.1.tar.gz
Windows binaries: r-devel: LPKsample_2.1.zip, r-release: LPKsample_2.1.zip, r-oldrel: LPKsample_2.1.zip
macOS binaries: r-release (arm64): LPKsample_2.1.tgz, r-oldrel (arm64): LPKsample_2.1.tgz, r-release (x86_64): LPKsample_2.1.tgz, r-oldrel (x86_64): LPKsample_2.1.tgz
Old sources: LPKsample archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.