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" .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("truncAIPW")

1.0.1 by Yuyao Wang, 3 years ago


https://arxiv.org/pdf/2208.06836.pdf


Browse source code at https://github.com/cran/truncAIPW


Authors: Yuyao Wang [cre, aut] , Andrew Ying [aut] , Ronghui Xu [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports stats, survival, survPen


See at CRAN