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]

independenceWeights_0.0.2.tar.gz
independenceWeights_0.0.2.zip(r-4.7)independenceWeights_0.0.2.zip(r-4.6)independenceWeights_0.0.2.zip(r-4.5)
independenceWeights_0.0.2.tgz(r-4.6-any)independenceWeights_0.0.2.tgz(r-4.5-any)
independenceWeights_0.0.2.tar.gz(r-4.7-any)independenceWeights_0.0.2.tar.gz(r-4.6-any)
independenceWeights_0.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
independenceWeights/json (API)

# Install 'independenceWeights' in R:
install.packages('independenceWeights', repos = c('https://jaredhuling.r-universe.dev', 'https://cloud.r-project.org'))

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

On CRAN:

Conda:

causalcausal-inferenceweighting

3.65 score 9 stars 4 scripts 227 downloads 4 exports 7 dependencies

Last updated from:2ec0e0b7c7. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE178
source / vignettesOK145
linux-release-x86_64NOTE133
macos-release-arm64NOTE116
macos-oldrel-arm64NOTE96
windows-develNOTE88
windows-releaseNOTE83
windows-oldrelNOTE87
wasm-releaseOK96

Exports:independence_weightssimulate_confounded_dataweighted_energy_statsweighted_kernel_est

Dependencies:clilatticelocfitMatrixosqpRcppS7