hbal (version 1.2.8)

Hierarchically Regularized Entropy Balancing

Description

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.

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Install

install.packages('hbal')

Version

1.2.8

License

MIT + file LICENSE

Maintainer

Last Published

January 24th, 2023

Functions in hbal (1.2.8)