muxuanliang/ITRGen: Estimation and inference of individualized treamtent rule using pooled-and-split de-correlated score
The package implements a doubly robust estimation for individualized treatment rule (ITR). User can choose bespoke methods to estimate outcome model and propensity. The package also provides a variaty of methods to estimate these nuisance parameters. It also returns the p-values and CI for the ITR using a pooled-and-split de-correlated score.
Getting started
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Package details |
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| Author | Muxuan Liang <mliang@fredhutch.org> |
| Maintainer | Muxuan Liang <mliang@fredhutch.org> |
| License | GPL-3 |
| Version | 1.0.0 |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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