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twangContinuous  

Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures
View on CRAN: Click here


Download and install twangContinuous package within the R console
Install from CRAN:
install.packages("twangContinuous")

Install from Github:
library("remotes")
install_github("cran/twangContinuous")

Install by package version:
library("remotes")
install_version("twangContinuous", "1.0.0")



Attach the package and use:
library("twangContinuous")
Maintained by
Donna Coffman
[Scholar Profile | Author Map]
First Published: 2021-02-26
Latest Update: 2021-02-26
Description:
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>.
How to cite:
Donna Coffman (2021). twangContinuous: Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures. R package version 1.0.0, https://cran.r-project.org/web/packages/twangContinuous. Accessed 10 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited twangContinuous R package
View twangContinuous citation profile
Other R packages that twangContinuous depends, imports, suggests or enhances
Complete documentation for twangContinuous
Functions, R codes and Examples using the twangContinuous R package
Some associated functions: bal.table . dat . get.weights . plot.ps.cont . ps.cont . summary.ps.cont . 
Some associated R codes: aac.R . bal.stat.cont.R . bal.table.R . desc.wts.cont.R . diag.plot.R . get.weights.R . plot.ps.cont.R . ps.cont.R . ps.summary.cont.R . summary.ps.cont.R . utils.R .  Full twangContinuous package functions and examples
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