balnet
Pathwise Estimation of Covariate Balancing Propensity Scores
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.0.1 |
2026-04-09 windows/windows R-4.5 | balnet_0.0.1.zip |
1.0 MiB |