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starnet  

Stacked Elastic Net
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("starnet", "0.0.7")



Attach the package and use:
library("starnet")
Maintained by
Armin Rauschenberger
[Scholar Profile | Author Map]
First Published: 2020-06-04
Latest Update: 2020-11-24
Description:
Implements stacked elastic net regression (Rauschenberger 2020, <doi:10.1093/bioinformatics/btaa535>). The elastic net generalises ridge and lasso regularisation (Zou 2005, <doi:10.1111/j.1467-9868.2005.00503.x>). Instead of fixing or tuning the mixing parameter alpha, we combine multiple alpha by stacked generalisation (Wolpert 1992 <doi:10.1016/S0893-6080(05)80023-1>).
How to cite:
Armin Rauschenberger (2020). starnet: Stacked Elastic Net. R package version 0.0.7, https://cran.r-project.org/web/packages/starnet. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.0.1 (2020-06-04 14:20), 0.0.2 (2020-06-08 15:00), 0.0.3 (2020-06-10 13:30), 0.0.5 (2020-11-09 20:50), 0.0.6 (2020-11-24 11:20)
Other packages that cited starnet R package
View starnet citation profile
Other R packages that starnet depends, imports, suggests or enhances
Complete documentation for starnet
Functions, R codes and Examples using the starnet R package
Some associated functions: coef.starnet . cv.starnet . dot-cv.glmnet . dot-loss . dot-simulate . glmnet.auc . predict.starnet . print.starnet . starnet-package . starnet . weights.starnet . 
Some associated R codes: functions.R . pkgname.R .  Full starnet package functions and examples
Downloads during the last 30 days
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