CRAN/E | hbal

hbal

Hierarchically Regularized Entropy Balancing

Installation

About

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.

yiqingxu.org/packages/hbal/

Key Metrics

Version 1.2.12
R ≥ 3.6.0
Published 2024-01-10 104 days ago
Needs compilation? yes
License MIT
License File
CRAN checks hbal results

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Maintainer

Maintainer

Yiqing Xu

yiqingxu@stanford.edu

Authors

Yiqing Xu

aut / cre

Eddie Yang

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

hbal archive

Depends

R ≥ 3.6.0

Imports

Rcpp ≥ 1.0.1
estimatr
glmnet
gtable
gridExtra
ggplot2
stringr
nloptr
generics

Suggests

MASS
knitr
rmarkdown
broom
ebal

LinkingTo

Rcpp
RcppEigen