CRAN/E | twang

twang

Toolkit for Weighting and Analysis of Nonequivalent Groups

Installation

About

Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.

Key Metrics

Version 2.6
R ≥ 2.10
Published 2023-12-06 141 days ago
Needs compilation? yes
License GPL-3
License File
CRAN checks twang results

Downloads

Yesterday 95 -21%
Last 7 days 535 -26%
Last 30 days 2.707 -5%
Last 90 days 8.568 -32%
Last 365 days 34.577 +46%

Maintainer

Maintainer

Lane Burgette

burgette@rand.org

Authors

Matthew Cefalu
Greg Ridgeway
Dan McCaffrey
Andrew Morral
Beth Ann Griffin
Lane Burgette

Material

Reference manual
Package source

In Views

CausalInference

Vignettes

Propensity scores for time-varying treatments: A tutorial for the iptw function
Propensity scores for multiple treatments: A tutorial for the mnps function
Toolkit for Weighting and Analysis of Nonequivalent Groups: A guide to the twang package

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

twang archive

Depends

R ≥ 2.10

Imports

gbm ≥ 1.5-3
survey
xtable
lattice
latticeExtra
MatrixModels
data.table
ggplot2
xgboost

Suggests

knitr

Reverse Depends

OVtool

Reverse Imports

CERFIT
CIMTx
cmprskcoxmsm
IRexamples
paths
riAFTBART
SBdecomp
semicmprskcoxmsm
twangMediation

Reverse Suggests

cobalt
lmtp
optweight