CRAN/E | optweight

optweight

Targeted Stable Balancing Weights Using Optimization

Installation

About

Use optimization to estimate weights that balance covariates for binary, multinomial, and continuous treatments in the spirit of Zubizarreta (2015) doi:10.1080/01621459.2015.1023805. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates.

Key Metrics

Version 0.2.5
R ≥ 3.4.0
Published 2019-09-16 1689 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks optweight results

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Maintainer

Maintainer

Noah Greifer

noah.greifer@gmail.com

Authors

Noah Greifer

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

CausalInference

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

optweight archive

Depends

R ≥ 3.4.0

Imports

osqp ≥ 0.6.0.2
Matrix ≥ 1.2-13
ggplot2 ≥ 3.0.0

Suggests

cobalt ≥ 3.8.0
twang ≥ 1.5

Reverse Suggests

cobalt
WeightIt