Crandore Hub

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>.

Versions across snapshots

VersionRepositoryFileSize
1.0.1 rolling linux/jammy R-4.5 truncAIPW_1.0.1.tar.gz 108.7 KiB
1.0.1 rolling linux/noble R-4.5 truncAIPW_1.0.1.tar.gz 108.5 KiB
1.0.1 rolling source/ R- truncAIPW_1.0.1.tar.gz 49.6 KiB
1.0.1 latest linux/jammy R-4.5 truncAIPW_1.0.1.tar.gz 108.7 KiB
1.0.1 latest linux/noble R-4.5 truncAIPW_1.0.1.tar.gz 108.5 KiB
1.0.1 latest source/ R- truncAIPW_1.0.1.tar.gz 49.6 KiB
1.0.1 2026-04-26 source/ R- truncAIPW_1.0.1.tar.gz 49.6 KiB
1.0.1 2026-04-23 source/ R- truncAIPW_1.0.1.tar.gz 49.6 KiB
1.0.1 2026-04-09 windows/windows R-4.5 truncAIPW_1.0.1.zip 112.0 KiB
1.0.1 2025-04-20 source/ R- truncAIPW_1.0.1.tar.gz 49.6 KiB

Dependencies (latest)

Imports