Sachs M, Gabriel E, Sjölander A, Jonzon G (2026). causaloptim: An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects. R package version 1.0.2, https://sachsmc.github.io/causaloptim/.

Sachs M, Jonzon G, Gabriel E, Sjölander A (2022). “A general method for deriving tight symbolic bounds on causal effects.” Journal of Computational and Graphical Statistics, 1–10. doi:10.1080/10618600.2022.2071905.

Corresponding BibTeX entries:

  @Manual{,
    title = {causaloptim: An Interface to Specify Causal Graphs and
      Compute Bounds on Causal Effects},
    author = {Michael C Sachs and Erin E Gabriel and Arvid Sjölander
      and Gustav Jonzon},
    year = {2026},
    note = {R package version 1.0.2},
    url = {https://sachsmc.github.io/causaloptim/},
  }

  @Article{,
    title = {A general method for deriving tight symbolic bounds on
      causal effects},
    author = {Michael C Sachs and Gustav Jonzon and Erin E Gabriel and
      Arvid Sjölander},
    year = {2022},
    journal = {Journal of Computational and Graphical Statistics},
    pages = {1--10},
    year = {2022},
    publisher = {Taylor \& Francis},
    doi = {10.1080/10618600.2022.2071905},
  }