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balnet
View on CRAN: Click
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Download and install balnet package within the R console
Install from CRAN:
install.packages("balnet")
Install from Github:
library("remotes")
install_github("cran/balnet") Install by package version:
library("remotes")
install_version("balnet", "0.0.4") Attach the package and use:
library("balnet")
Maintained by
Erik Sverdrup
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First Published: 2026-04-03
Latest Update: 2026-04-03
Description:
Provides pathwise estimation of regularized logistic propensity score models using covariate balancing loss functions rather than maximum likelihood. Regularization paths are fit via the 'adelie' elastic-net solver with a 'glmnet'-like interface and objectives that directly target covariate balance for the ATE and ATT. For details, see Sverdrup & Hastie (2026) <doi:10.48550/arXiv.2602.18577>.
How to cite:
Erik Sverdrup (2026). balnet: Pathwise Estimation of Covariate Balancing Propensity Scores. R package version 0.0.4, https://cran.r-project.org/web/packages/balnet. Accessed 24 Oct. 2026.
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