Package: l1hbal
Type: Package
Title: Hierarchically Regularized Entropy Balancing (L1-regularization)
Version: 1.2.1
Date: 2020-12-20
Authors@R: c(
  person("Yiqing", "Xu", , "yiqingxu@ucsd.edu", c("aut")),
  person("Eddie", "Yang", , "z5yang@ucsd.edu", c("aut", "cre"))
  )
Maintainer: Eddie Yang <z5yang@ucsd.edu>
Description: Implements hierarchically regularized entropy balancing (l1hbal) proposed by Xu and Yang (2021). The method adjusts the covariate distributions of the control group to match those of the treatment group. l1hbal automatically expands the covariate space to include higher order terms and uses cross-validation to select variable penalties for the balancing conditions.
License: GPL (>= 2)
Depends: R (>= 3.6.0)
Imports: estimatr, glmnet, gtable, gridExtra, ggplot2, stringr, nloptr
Suggests: MASS, knitr, rmarkdown, broom, dotwhisker, ebal
Encoding: UTF-8
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2022-03-12 16:57:24 UTC; eddie
Author: Yiqing Xu [aut],
  Eddie Yang [aut, cre]
VignetteBuilder: knitr
