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LSAMBA: Lasso-SAMBA Algorithm
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.
Getting started
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Package details |
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| Author | Auriane Gabaut [aut, cre], Mélanie Prague [aut], Marc Lavielle [aut] (for former code of Rsmlx and connectors) |
| Maintainer | Auriane Gabaut <auriane.gabaut@inria.fr> |
| License | GPL (>= 3) |
| Version | 2024.1.0 |
| Package repository | View on CRAN |
| Installation |
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