ebal
Entropy Reweighting to Create Balanced Samples
Package implements entropy balancing, a data preprocessing procedure described in Hainmueller (2008, <doi:10.1093/pan/mpr025>) that allows users to reweight a dataset such that the covariate distributions in the reweighted data satisfy a set of user specified moment conditions. This can be useful to create balanced samples in observational studies with a binary treatment where the control group data can be reweighted to match the covariate moments in the treatment group. Entropy balancing can also be used to reweight a survey sample to known characteristics from a target population.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1-8 |
rolling linux/jammy R-4.5 | ebal_0.1-8.tar.gz |
42.9 KiB |
0.1-8 |
rolling linux/noble R-4.5 | ebal_0.1-8.tar.gz |
42.8 KiB |
0.1-8 |
rolling source/ R- | ebal_0.1-8.tar.gz |
27.1 KiB |
0.1-8 |
latest linux/jammy R-4.5 | ebal_0.1-8.tar.gz |
42.9 KiB |
0.1-8 |
latest linux/noble R-4.5 | ebal_0.1-8.tar.gz |
42.8 KiB |
0.1-8 |
latest source/ R- | ebal_0.1-8.tar.gz |
27.1 KiB |
0.1-8 |
2026-04-26 source/ R- | ebal_0.1-8.tar.gz |
27.1 KiB |
0.1-8 |
2026-04-23 source/ R- | ebal_0.1-8.tar.gz |
27.1 KiB |
0.1-8 |
2026-04-09 windows/windows R-4.5 | ebal_0.1-8.zip |
45.5 KiB |
0.1-8 |
2025-04-20 source/ R- | ebal_0.1-8.tar.gz |
27.1 KiB |