CovSel: Model-Free Covariate Selection
Version 1.2.1

Model-free selection of covariates under unconfoundedness for situations where the parameter of interest is an average causal effect. This package is based on model-free backward elimination algorithms proposed in de Luna, Waernbaum and Richardson (2011). Marginal co-ordinate hypothesis testing is used in situations where all covariates are continuous while kernel-based smoothing appropriate for mixed data is used otherwise.

Getting started

Package details

AuthorJenny Häggström, Emma Persson,
Date of publication2015-11-09 17:23:10
MaintainerJenny Häggström <[email protected]>
Package repositoryView on CRAN
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CovSel documentation built on May 29, 2017, 11:33 p.m.