Provides a lasso-based method for building mechanistic models using the SAMBA algorithm (Stochastic Approximation for Model Building Algorithm) (M Prague, M Lavielle (2022) tools:::Rd_expr_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.
Maintainer: Auriane Gabaut aurianegabaut@gmail.com
Authors:
Mélanie Prague
Marc Lavielle (for former code of Rsmlx and connectors)