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To cite the Sobol4R package in publications use:

Bertrand F, Maumy M (2025). Sobol Indices for Models with Fixed and Stochastic Parameters. R package version 0.4.0, https://fbertran.github.io/Sobol4R/.

Logosha E, Bertrand F, Maumy-Bertrand M (2025). “Confidence interval determination using discrete event simulations for real estate sales case.” Conf. Proc. 31 March 2025; 3182 (1): 100008. doi:10.1063/5.0246026.

Logosha E, Bertrand F, Maumy-Bertrand M (2025). “Sensitivity analysis of stochastic simulator in the case of sales date prediction.” Conf. Proc. 31 March 2025; 3182 (1): 100001. doi:10.1063/5.0246024.

Bertrand F, Logosha E, Maumy-Bertrand M (2024). “Extension of sensitivity analysis to uncertainties in distribution parameters.” In Proceedings of the 32nd Conference on Intelligent Systems for Molecular Biology. International Society for Computational Biology, Montreal, QC, Canada. https://hal.science/hal-05371795.

Bertrand F, Logosha E, Maumy-Bertrand M (2024). “Sobol4RV: Global Sensitivity Analysis in Several Random Settings.” In BioC 2024. BioConductor, Grand Rapids, MI, United States. https://hal.science/hal-05371803.

Bertrand F, Logosha E, Maumy-Bertrand M (2024). “Global Sensitivity Analysis in Several Random Settings.” In Proceedings of the 2024 Joint Statistical Meetings. American Statistical Association, Portland, OR, United States. https://hal.science/hal-05371798.

Corresponding BibTeX entries:

  @Manual{,
    title = {Sobol Indices for Models with Fixed and Stochastic
      Parameters},
    author = {Frederic Bertrand and Myriam Maumy},
    publisher = {manual},
    year = {2025},
    note = {R package version 0.4.0},
    url = {https://fbertran.github.io/Sobol4R/},
  }
  @Article{,
    title = {Confidence interval determination using discrete event
      simulations for real estate sales case},
    author = {Elizaveta Logosha and Frederic Bertrand and Myriam
      Maumy-Bertrand},
    publisher = {AIP},
    journal = {Conf. Proc. 31 March 2025; 3182 (1): 100008},
    year = {2025},
    doi = {10.1063/5.0246026},
  }
  @Article{,
    title = {Sensitivity analysis of stochastic simulator in the case
      of sales date prediction},
    author = {Elizaveta Logosha and Frederic Bertrand and Myriam
      Maumy-Bertrand},
    publisher = {AIP},
    journal = {Conf. Proc. 31 March 2025; 3182 (1): 100001},
    year = {2025},
    doi = {10.1063/5.0246024},
  }
  @InProceedings{Bertrand:2024:ISMB,
    title = {Extension of sensitivity analysis to uncertainties in
      distribution parameters},
    author = {Frédéric Bertrand and Elizaveta Logosha and Myriam
      Maumy-Bertrand},
    booktitle = {Proceedings of the 32nd Conference on Intelligent
      Systems for Molecular Biology},
    organization = {International Society for Computational Biology},
    year = {2024},
    month = {July},
    address = {Montreal, QC, Canada},
    url = {https://hal.science/hal-05371795},
  }
  @InProceedings{Bertrand:2024:BioC,
    title = {Sobol4RV: Global Sensitivity Analysis in Several Random
      Settings},
    author = {Frédéric Bertrand and Elizaveta Logosha and Myriam
      Maumy-Bertrand},
    booktitle = {BioC 2024},
    organization = {BioConductor},
    year = {2024},
    month = {July},
    address = {Grand Rapids, MI, United States},
    url = {https://hal.science/hal-05371803},
  }
  @InProceedings{Bertrand:2024:JSM,
    title = {Global Sensitivity Analysis in Several Random Settings},
    author = {Frédéric Bertrand and Elizaveta Logosha and Myriam
      Maumy-Bertrand},
    booktitle = {Proceedings of the 2024 Joint Statistical Meetings},
    organization = {American Statistical Association},
    year = {2024},
    month = {August},
    address = {Portland, OR, United States},
    url = {https://hal.science/hal-05371798},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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