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SynergyLMM
View on CRAN: Click
here
Download and install SynergyLMM package within the R console
Install from CRAN:
install.packages("SynergyLMM")
Install from Github:
library("remotes")
install_github("cran/SynergyLMM")
Install by package version:
library("remotes")
install_version("SynergyLMM", "1.0.1")
Attach the package and use:
library("SynergyLMM")
Maintained by
Rafael Romero-Becerra
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.SynergyLMM . https://github.com/RafRomB/SynergyLMM/issues . https://github.com/RafRomB/SynergyLMM . SynergyLMM results . SynergyLMM.pdf . SynergyLMM - Guided Tutorial . SynergyLMM_1.0.1.tar.gz . SynergyLMM_1.0.1.zip . SynergyLMM_1.0.1.zip . SynergyLMM_1.0.1.zip . SynergyLMM_1.0.1.tgz . SynergyLMM_1.0.1.tgz . SynergyLMM_1.0.1.tgz . SynergyLMM_1.0.1.tgz . SynergyLMM_1.0.1.tgz . SynergyLMM_1.0.1.tgz . SynergyLMM archive . https://CRAN.R-project.org/package=SynergyLMM .
First Published: 2025-02-06
Latest Update: 2025-02-07
Description:
A framework for evaluating drug combination effects in preclinical in vivo studies. 'SynergyLMM' provides functions to analyze longitudinal tumor growth experiments using linear mixed-effects models, perform time-dependent analyses of synergy and antagonism, evaluate model diagnostics and performance, and assess both post-hoc and a priori statistical power. The calculation of drug combination synergy follows the statistical framework provided by Demidenko and Miller (2019, <doi:10.1371/journal.pone.0224137>). The implementation and analysis of linear mixed-effect models is based on the methods described by Pinheiro and Bates (2000, <doi:10.1007/b98882>), and Gałecki and Burzykowski (2013, <doi:10.1007/978-1-4614-3900-4>).
How to cite:
Rafael Romero-Becerra (2025). SynergyLMM: Statistical Framework for in Vivo Drug Combination Studies. R package version 1.0.1, https://cran.r-project.org/web/packages/SynergyLMM. Accessed 01 Apr. 2025.
Previous versions and publish date:
1.0.0 (2025-02-06 14:30)
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