L1pack

Routines for L1 Estimation

CRAN Package

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.


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