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truncAIPW: Doubly Robust Estimation under Covariate-Induced Dependent Left Truncation
Doubly robust estimation for the mean of an arbitrarily transformed survival time under covariate-induced dependent left truncation and noninformative right censoring. The functions truncAIPW(), truncAIPW_cen1(), and truncAIPW_cen2() compute the doubly robust estimators under the scenario without censoring and the two censoring scenarios, respectively. The package also contains three simulated data sets 'simu', 'simu_c1', and 'simu_c2', which are used to illustrate the usage of the functions in this package. Reference: Wang, Y., Ying, A., Xu, R. (2022) "Doubly robust estimation under covariate-induced dependent left truncation" <arXiv:2208.06836>.
Getting started
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Package details |
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| Author | Yuyao Wang [cre, aut], Andrew Ying [aut], Ronghui Xu [aut] |
| Maintainer | Yuyao Wang <yuw079@ucsd.edu> |
| License | GPL-3 |
| Version | 1.0.1 |
| URL | https://arxiv.org/pdf/2208.06836.pdf |
| Package repository | View on CRAN |
| Installation |
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