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.
Version: 2024.1.0 Depends: R (≥ 2.10), Rsmlx (≥ 2024.1.0), foreach Imports: doParallel, dplyr, ggplot2, grDevices, latex2exp, MASS, parallel, sharp, stringr Published: 2025-05-20 DOI: 10.32614/CRAN.package.LSAMBA Author: Auriane Gabaut [aut, cre], Mélanie Prague [aut], Marc Lavielle [aut] (for former code of Rsmlx and connectors) Maintainer: Auriane Gabaut <auriane.gabaut at inria.fr> License: GPL (≥ 3) NeedsCompilation: no SystemRequirements: 'Monolix' (<https://monolixsuite.slp-software.com/monolix/2024R1/>) Materials: README CRAN checks: LSAMBA results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=LSAMBA to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4