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: | 0.52 |
| Depends: | R (≥ 3.5.0), fastmatrix |
| Imports: | stats, grDevices, graphics |
| LinkingTo: | fastmatrix |
| Published: | 2025-03-18 |
| DOI: | 10.32614/CRAN.package.L1pack |
| Author: | Felipe Osorio 
[aut, cre],
Tymoteusz Wolodzko [aut] |
| Maintainer: | Felipe Osorio <faosorios.stat at gmail.com> |
| License: | GPL-3 |
| URL: | https://github.com/faosorios/L1pack |
| NeedsCompilation: | yes |
| Citation: | L1pack citation info |
| Materials: | ChangeLog |
| In views: | Distributions |
| CRAN checks: | L1pack results |
Documentation:
| Reference manual: | L1pack.pdf |
Downloads:
| Package source: | L1pack_0.52.tar.gz |
| Windows binaries: | r-devel: L1pack_0.52.zip, r-release: L1pack_0.52.zip, r-oldrel: L1pack_0.52.zip |
| macOS binaries: | r-release (arm64): L1pack_0.52.tgz, r-oldrel (arm64): L1pack_0.52.tgz, r-release (x86_64): L1pack_0.52.tgz, r-oldrel (x86_64): L1pack_0.52.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.