CRAN/E | twangContinuous

twangContinuous

Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures

Installation

About

Provides functions for propensity score estimation and weighting for continuous exposures as described in Zhu, Y., Coffman, D. L., & Ghosh, D. (2015). A boosting algorithm for estimating generalized propensity scores with continuous treatments. Journal of Causal Inference, 3(1), 25-40. doi:10.1515/jci-2014-0022.

Key Metrics

Version 1.0.0
R ≥ 3.5.0
Published 2021-02-26 1147 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks twangContinuous results

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Maintainer

Maintainer

Donna Coffman

donna.coffman@gmail.com

Authors

Donna Coffman

aut / cre

Brian Vegetabile

ctb

Material

Reference manual
Package source

In Views

CausalInference

Vignettes

Brief Tutorial for twangContinuous

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

Depends

R ≥ 3.5.0

Imports

Rcpp ≥ 0.12.19
lattice ≥ 0.20-35
gbm ≥ 2.1.3
survey
xtable

Suggests

knitr
rmarkdown

Reverse Suggests

cobalt