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siacus
cem:Coarsened Exact Matching
Implementation of the Coarsened Exact Matching algorithm discussed along with its properties in Iacus, King, Porro (2011) <DOI:10.1198/jasa.2011.tm09599>; Iacus, King, Porro (2012) <DOI:10.1093/pan/mpr013> and Iacus, King, Porro (2019) <DOI:10.1017/pan.2018.29>.
Maintained by Stefano M. Iacus. Last updated 3 years ago.
2 stars 5.76 score 239 scripts 1 dependents
cran
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.
Maintained by Yiqing Xu. Last updated 1 years ago.
1.00 score