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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.
Package details |
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Author | Jenny Häggström, Emma Persson, |
Maintainer | Jenny Häggström <jenny.haggstrom@umu.se> |
License | GPL-3 |
Version | 1.2.1 |
Package repository | View on CRAN |
Installation |
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