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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.
Getting started
Browse package contents
Package details |
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| Author | Felipe Osorio [aut, cre] (<https://orcid.org/0000-0002-4675-5201>), Tymoteusz Wolodzko [aut] |
| Maintainer | Felipe Osorio <faosorios.stat@gmail.com> |
| License | GPL-3 |
| Version | 0.52 |
| URL | https://github.com/faosorios/L1pack |
| Package repository | View on CRAN |
| Installation |
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