hbal

Hierarchically Regularized Entropy Balancing

CRAN Package

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.


Team


Insights

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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0 downloadsMar 2, 2025
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12 downloadsMar 4, 2025
8 downloadsMar 5, 2025
5 downloadsMar 6, 2025
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14 downloadsApr 1, 2025
15 downloadsApr 2, 2025
0 downloadsApr 3, 2025
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0 downloadsApr 5, 2025
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19

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

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.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports9 packages
  • Suggests5 packages
  • Linking To2 packages