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 |