WaverlyWei/debiased.subgroup: Sharp Inference on Selected Subgroup in Observational Studies
This package implements bootstrap-assisted desparsified Lasso and bootstrap-assisted R-split estimators on selected subgroup's treatment effect estimation. The implemented estimators remove the subgroup selection bias and the regularization bias induced by high-dimensional covariates.
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Package details |
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| Author | Waverly(Linqing) Wei <linqing_wei@berkeley.edu> and Jingshen Wang <jingshenwang@berkeley.edu> |
| Maintainer | |
| License | GPL-2 |
| Version | 0.0.0.9000 |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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