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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.

Versions across snapshots

VersionRepositoryFileSize
2024.1.1 rolling linux/jammy R-4.5 LSAMBA_2024.1.1.tar.gz 131.2 KiB
2024.1.1 rolling linux/noble R-4.5 LSAMBA_2024.1.1.tar.gz 131.2 KiB
2024.1.1 rolling source/ R- LSAMBA_2024.1.1.tar.gz 24.3 KiB
2024.1.1 latest linux/jammy R-4.5 LSAMBA_2024.1.1.tar.gz 131.2 KiB
2024.1.1 latest linux/noble R-4.5 LSAMBA_2024.1.1.tar.gz 131.2 KiB
2024.1.1 latest source/ R- LSAMBA_2024.1.1.tar.gz 24.3 KiB
2024.1.1 2026-04-26 source/ R- LSAMBA_2024.1.1.tar.gz 24.3 KiB
2024.1.1 2026-04-23 source/ R- LSAMBA_2024.1.1.tar.gz 24.3 KiB
2024.1.1 2026-04-09 windows/windows R-4.5 LSAMBA_2024.1.1.zip 133.6 KiB

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