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twangContinuous (version 1.0.0)

Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures

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. .

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Version

Install

install.packages('twangContinuous')

Monthly Downloads

1,102

Version

1.0.0

License

GPL (>= 2)

Maintainer

Donna Coffman

Last Published

February 26th, 2021

Functions in twangContinuous (1.0.0)

dat

A synthetic data set that was derived from a large scale observational study on youth in substance use treatment.
plot.ps.cont

Plot the `ps.cont` object.
summary.ps.cont

Displays a useful description of a `ps.cont` object.
ps.cont

Gradient boosted propensity score estimation for continuous exposures
bal.table

Compute the balance table.
get.weights

Extract propensity score weights