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LSAMBA  

Lasso-SAMBA Algorithm
View on CRAN: Click here


Download and install LSAMBA package within the R console
Install from CRAN:
install.packages("LSAMBA")

Install from Github:
library("remotes")
install_github("cran/LSAMBA")

Install by package version:
library("remotes")
install_version("LSAMBA", "2024.1.0")



Attach the package and use:
library("LSAMBA")
Maintained by
Auriane Gabaut
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-20
Latest Update: 2025-05-20
Description:
Provides a lasso-based method for building mechanistic models using the SAMBA algorithm (Stochastic Approximation for Model Building Algorithm) (M Prague, MLavielle (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.
How to cite:
Auriane Gabaut (2025). LSAMBA: Lasso-SAMBA Algorithm. R package version 2024.1.0, https://cran.r-project.org/web/packages/LSAMBA. Accessed 06 Jun. 2025.
Previous versions and publish date:
No previous versions
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Other R packages that LSAMBA depends, imports, suggests or enhances
Complete documentation for LSAMBA
Functions, R codes and Examples using the LSAMBA R package
Full LSAMBA package functions and examples
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