CausalGAM (0.1-3)

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Estimation of Causal Effects with Generalized Additive Models.

http://cran.r-project.org/web/packages/CausalGAM

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.

Maintainer: Kevin Quinn
Author(s): Adam Glynn <aglynn@iq.harvard.edu>, Kevin Quinn <kquinn@law.berkeley.edu>

License: GPL-2

Uses: gam

Released over 7 years ago.


2 previous versions

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