Package: independenceWeights 0.0.2

independenceWeights: Estimates Weights for Confounding Control for Continuous-Valued Exposures

Estimates weights to make a continuous-valued exposure statistically independent of a vector of pre-treatment covariates using the method proposed in Huling, Greifer, and Chen (2021) <arxiv:2107.07086>.

Authors:Jared Huling [aut, cre], Noah Greifer [aut]

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Peer review:

Bug tracker:https://github.com/jaredhuling/independenceweights/issues

On CRAN:

causalcausal-inferenceweighting

4 exports 6 stars 1.26 score 6 dependencies 1 scripts 199 downloads

Last updated 1 years agofrom:2ec0e0b7c7. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:independence_weightssimulate_confounded_dataweighted_energy_statsweighted_kernel_est

Dependencies:latticelocfitMatrixosqpR6Rcpp