LSAMBA-package {LSAMBA}R Documentation

LSAMBA: Lasso-SAMBA Algorithm

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.

Author(s)

Maintainer: Auriane Gabaut auriane.gabaut@inria.fr

Authors:


[Package LSAMBA version 2024.1.0 Index]