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.
| Version: |
1.1 |
| Depends: |
MASS, dr, np, boot, cubature |
| Published: |
2014-06-26 |
| Author: |
Jenny Häggström, Emma Persson, |
| Maintainer: |
Jenny Häggström <jenny.haggstrom at stat.umu.se> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| CRAN checks: |
CovSel results |