hbal
Hierarchically Regularized Entropy Balancing
Implements hierarchically regularized entropy balancing proposed by Xu and Yang (2022) doi:10.1017/pan.2022.12. 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.
- Version1.2.12
- R version≥ 3.6.0
- LicenseMIT
- LicenseLICENSE
- Needs compilation?Yes
- Last release01/10/2024
Team
Yiqing Xu
Eddie Yang
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Last 30 days
This package has been downloaded 232 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 15 times.
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Last 365 days
This package has been downloaded 2,871 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Nov 14, 2024 with 35 downloads.
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Dependencies
- Imports9 packages
- Suggests5 packages
- Linking To2 packages