Package: ebal 0.1-8

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.

Authors:Jens Hainmueller

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ebal.pdf |ebal.html✨
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7 exports 2 stars 0.61 score 0 dependencies 1 dependents 106 scripts 989 downloads

Last updated 2 years agofrom:2965641abc. Checks:OK: 7. Indexed: yes.

Exports:baltest.collectebebalanceebalance.trimgetsquaresline.searchermatrixmaker

Dependencies: