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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.
Getting started
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Package details |
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| 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@umu.se> |
| License | GPL-3 |
| Version | 1.2.2 |
| Package repository | View on CRAN |
| Installation |
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