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balnet  

Pathwise Estimation of Covariate Balancing Propensity Scores
View on CRAN: Click here


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
[Scholar Profile | Author Map]
All associated links for this package
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.
Previous versions and publish date:
(2026-08-23 12:10), 0.0.1 (2026-04-03 11:00), 0.0.2 (2026-05-05 01:30), 0.0.3 (2026-05-26 05:30)
Other packages that cited balnet R package
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Complete documentation for balnet
Functions, R codes and Examples using the balnet R package
Full balnet package functions and examples
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