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CausalGAM (version 0.1-3)

Estimation of Causal Effects with Generalized Additive Models

Description

This package implements various estimators for average treatment effects---an inverse probability weighted (IPW) estimator, an augmented inverse probability weighted (AIPW) estimator, and a standard regression estimator---that make use of generalized additive models for the treatment assignment model and/or outcome model.

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Install

install.packages('CausalGAM')

Monthly Downloads

220

Version

0.1-3

License

GPL-2

Maintainer

Last Published

February 11th, 2010

Functions in CausalGAM (0.1-3)