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mblm: Median-Based Linear Models

Provides linear models based on Theil-Sen single median and Siegel repeated medians. They are very robust (29 or 50 percent breakdown point, respectively), and if no outliers are present, the estimators are very similar to OLS.

Version: 0.12.1
Published: 2019-01-26
DOI: 10.32614/CRAN.package.mblm
Author: Lukasz Komsta
Maintainer: Lukasz Komsta <lukasz.komsta at umlub.pl>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://www.r-project.org, http://www.komsta.net/
NeedsCompilation: no
In views: Robust
CRAN checks: mblm results

Documentation:

Reference manual: mblm.pdf

Downloads:

Package source: mblm_0.12.1.tar.gz
Windows binaries: r-devel: mblm_0.12.1.zip, r-release: mblm_0.12.1.zip, r-oldrel: mblm_0.12.1.zip
macOS binaries: r-release (arm64): mblm_0.12.1.tgz, r-oldrel (arm64): mblm_0.12.1.tgz, r-release (x86_64): mblm_0.12.1.tgz, r-oldrel (x86_64): mblm_0.12.1.tgz
Old sources: mblm archive

Reverse dependencies:

Reverse imports: grwat, scan, scplot, TSS.RESTREND
Reverse suggests: DanielBiostatistics10th

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.