Please cite the following works when using the 'txshift' software package, including both the software tool and articles describing the software package and statistical methodology.

Hejazi NS, Benkeser DC (2021). txshift: Efficient estimation of the causal effects of stochastic interventions. doi: 10.5281/zenodo.4070042, R package version 0.3.6, https://CRAN.R-project.org/package=txshift.

Hejazi NS, Benkeser DC (2020). “txshift: Efficient estimation of the causal effects of stochastic interventions in R.” Journal of Open Source Software. doi: 10.21105/joss.02447, https://doi.org/10.21105/joss.02447.

Hejazi NS, van der Laan MJ, Janes HE, Gilbert PB, Benkeser DC (2020). “Efficient nonparametric inference on the effects of stochastic interventions under two-phase sampling, with applications to vaccine efficacy trials.” Biometrics. doi: 10.1111/biom.13375, https://doi.org/10.1111/biom.13375.

Corresponding BibTeX entries:

  @Manual{,
    title = {{txshift}: Efficient estimation of the causal effects of
      stochastic interventions},
    author = {Nima S Hejazi and David C Benkeser},
    year = {2021},
    note = {R package version 0.3.6},
    doi = {10.5281/zenodo.4070042},
    url = {https://CRAN.R-project.org/package=txshift},
  }
  @Article{,
    title = {{txshift}: Efficient estimation of the causal effects of
      stochastic interventions in {R}},
    author = {Nima S Hejazi and David C Benkeser},
    year = {2020},
    journal = {Journal of Open Source Software},
    publisher = {The Open Journal},
    doi = {10.21105/joss.02447},
    url = {https://doi.org/10.21105/joss.02447},
  }
  @Article{,
    title = {Efficient nonparametric inference on the effects of
      stochastic interventions under two-phase sampling, with
      applications to vaccine efficacy trials},
    author = {Nima S Hejazi and Mark J {van der Laan} and Holly E Janes
      and Peter B Gilbert and David C Benkeser},
    year = {2020},
    journal = {Biometrics},
    publisher = {Wiley Online Library},
    doi = {10.1111/biom.13375},
    url = {https://doi.org/10.1111/biom.13375},
  }