Hierarchically Regularized Entropy Balancing

Implements hierarchically regularized entropy balancing proposed by Xu and Yang (2022) . The method adjusts the covariate distributions of the control group to match those of the treatment group. 'hbal' automatically expands the covariate space to include higher order terms and uses cross-validation to select variable penalties for the balancing conditions.


Reference manual

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install.packages("hbal")

1.3.0 by Yiqing Xu, a month ago


https://yiqingxu.org/packages/hbal/


Report a bug at https://github.com/xuyiqing/hbal/issues


Browse source code at https://github.com/cran/hbal


Authors: Yiqing Xu [aut, cre] , Eddie Yang [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp, estimatr, glmnet, gtable, gridExtra, ggplot2, stringr, nloptr, generics

Suggests MASS, knitr, rmarkdown, broom, ebal, testthat

Linking to Rcpp, RcppEigen


See at CRAN