truncAIPW

Doubly Robust Estimation under Covariate-Induced Dependent Left Truncation

CRAN Package

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" <doi:10.48550/arXiv.2208.06836>.

  • Version1.0.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release08/31/2023

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  • Imports2 packages