Package: hbal 1.2.12
Yiqing Xu
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.
Authors:
hbal_1.2.12.tar.gz
hbal_1.2.12.tar.gz(r-4.5-noble)hbal_1.2.12.tar.gz(r-4.4-noble)
hbal_1.2.12.tgz(r-4.4-emscripten)hbal_1.2.12.tgz(r-4.3-emscripten)
hbal.pdf |hbal.html✨
hbal/json (API)
| # Install 'hbal' in R: |
| install.packages('hbal', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Pkgdown site:https://yiqingxu.org
- contenderJudges - Data from Black and Owens
- lalonde - Data from Hazlett
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 12 months agofrom:39b089615c. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 06 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 06 2024 |
Exports:attcovarExpandhbal
Dependencies:clicodetoolscolorspaceestimatrfansifarverforeachFormulagenericsggplot2glmnetgluegridExtragtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmenloptrpillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalesshapestringistringrsurvivaltibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimating the ATT from an hbal object | att |
| Data from Black and Owens (2016) | contenderJudges |
| Hierarchically Regularized Entropy Balancing | hbal |
| Data from Hazlett (2020) | lalonde |
| Plotting Covariate Balance from an 'hbal' Object | plot plot.hbal |
| Summarizing from an 'hbal' Object | summary summary.hbal |