Package: LSAMBA
Type: Package
Title: Lasso-SAMBA Algorithm
Version: 2024.1.1
Authors@R: c(person(given = "Auriane",
                      family = "Gabaut",
                      role = c("aut", "cre"),
                      email = "aurianegabaut@gmail.com"),
               person(given = "Mélanie",
                      family = "Prague",
                      role = "aut"),
               person(given = "Marc",
                      family = "Lavielle",
                      role = "aut",
                      comment = "for former code of Rsmlx and connectors"))
Maintainer: Auriane Gabaut <aurianegabaut@gmail.com>
Description: Provides a lasso-based method for building mechanistic
        models using the SAMBA algorithm (Stochastic Approximation for
        Model Building Algorithm) (M Prague, M Lavielle (2022)
        <doi:10.1002/psp4.12742>). The package extends the 'Rsmlx'
        package (version 2024.1.0) to better handle high-dimensional
        data. It relies on the 'Monolix' software (version 2024R1; see
        (<https://monolixsuite.slp-software.com/monolix/2024R1/>),
        which must be installed beforehand.
SystemRequirements: 'Monolix'
        (<https://monolixsuite.slp-software.com/monolix/2024R1/>)
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: doParallel, dplyr, ggplot2, grDevices, latex2exp, MASS,
        parallel, sharp, stringr
Depends: R (>= 2.10), Rsmlx (>= 2024.1.0), foreach
Roxygen: list(markdown = TRUE)
Config/pak/sysreqs: cmake libglpk-dev libicu-dev libxml2-dev
Repository: https://aurianegbt.r-universe.dev
Date/Publication: 2026-01-19 15:43:02 UTC
RemoteUrl: https://github.com/aurianegbt/lsamba
RemoteRef: HEAD
RemoteSha: 748e14045749712cf44c3422b7cda102fbeb8894
NeedsCompilation: no
Packaged: 2026-10-17 06:44:01 UTC; root
Author: Auriane Gabaut [aut, cre],
  Mélanie Prague [aut],
  Marc Lavielle [aut] (for former code of Rsmlx and connectors)