CausalGAM: Estimation of Causal Effects with Generalized Additive Models
Version 0.1-3

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.

Getting started

Package details

AuthorAdam Glynn <[email protected]>, Kevin Quinn <[email protected]>
Date of publication2010-02-11 08:44:51
MaintainerKevin Quinn <[email protected]>
Package repositoryView on CRAN
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CausalGAM documentation built on May 30, 2017, 12:46 a.m.