balnet
Pathwise Estimation of Covariate Balancing Propensity Scores
v0.0.1
·
Apr 3, 2026
·
MIT + file LICENSE
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>.
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0.0.1
Apr 3, 2026