CovSel: Model-Free Covariate Selection
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: |
1.2.2 |
| Depends: |
np, MASS |
| Suggests: |
bindata |
| Published: |
2025-04-09 |
| DOI: |
10.32614/CRAN.package.CovSel |
| Author: |
Jenny Häggström [aut, cre],
Emma Persson [aut],
Sandy Weisberg [aut] (Author of functions originating from the package
dr version 3.0.10.) |
| Maintainer: |
Jenny Häggström <jenny.haggstrom at umu.se> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Citation: |
CovSel citation info |
| CRAN checks: |
CovSel results |
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