L1pack: Routines for L1 Estimation

L1 estimation for linear regression using Barrodale and Roberts' method <doi:10.1145/355616.361024> and the EM algorithm <doi:10.1023/A:1020759012226>. Estimation of mean and covariance matrix using the multivariate Laplace distribution, density, distribution function, quantile function and random number generation for univariate and multivariate Laplace distribution <doi:10.1080/03610929808832115>. Implementation of Naik and Plungpongpun <doi:10.1007/0-8176-4487-3_7> for the Generalized spatial median estimator is included.

Version: 0.50
Depends: R (≥ 3.5.0), fastmatrix
Imports: stats, grDevices, graphics
LinkingTo: fastmatrix
Published: 2024-09-08
DOI: 10.32614/CRAN.package.L1pack
Author: Felipe Osorio ORCID iD [aut, cre], Tymoteusz Wolodzko [aut]
Maintainer: Felipe Osorio <felipe.osorios at usm.cl>
License: GPL-3
URL: http://l1pack.mat.utfsm.cl/
NeedsCompilation: yes
Citation: L1pack citation info
Materials: ChangeLog
In views: Distributions
CRAN checks: L1pack results

Documentation:

Reference manual: L1pack.pdf

Downloads:

Package source: L1pack_0.50.tar.gz
Windows binaries: r-devel: L1pack_0.50.zip, r-release: L1pack_0.50.zip, r-oldrel: L1pack_0.50.zip
macOS binaries: r-release (arm64): L1pack_0.50.tgz, r-oldrel (arm64): L1pack_0.50.tgz, r-release (x86_64): L1pack_0.50.tgz, r-oldrel (x86_64): L1pack_0.50.tgz
Old sources: L1pack archive

Reverse dependencies:

Reverse depends: india
Reverse imports: ConnectednessApproach, drugDemand, reverseR

Linking:

Please use the canonical form https://CRAN.R-project.org/package=L1pack to link to this page.