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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "Sobol4R" in publications use:'
type: software
license: GPL-3.0-only
title: 'Sobol4R: Sobol Indices for Models with Fixed and Stochastic Parameters'
version: 0.4.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.Sobol4R
abstract: Tools to design experiments, compute Sobol sensitivity indices, and summarise
  stochastic responses inspired by the strategy described by Zhu and Sudret (2021)
  <https://doi.org/10.1016/j.ress.2021.107815>. Includes helpers to optimise toy models
  implemented in C++, visualise indices with uncertainty quantification, and derive
  reliability-oriented sensitivity measures based on failure probabilities. It is
  further detailed in Logosha, Maumy and Bertrand (2022) <https://doi.org/10.1063/5.0246026>
  and (2023) <https://doi.org/10.1063/5.0246024> or in Bertrand, Logosha and Maumy
  (2024) <https://hal.science/hal-05371803>, <https://hal.science/hal-05371795> and
  <https://hal.science/hal-05371798>.
authors:
- family-names: Bertrand
  given-names: Frederic
  email: frederic.bertrand@lecnam.net
  orcid: https://orcid.org/0000-0002-0837-8281
- family-names: Logosha
  given-names: Elizaveta
  email: elizaveta.logosha@utt.fr
- family-names: Maumy-Bertrand
  given-names: Myriam
  email: myriam.maumy@ehesp.fr
  orcid: https://orcid.org/0000-0002-4615-1512
preferred-citation:
  type: manual
  title: Sobol Indices for Models with Fixed and Stochastic Parameters
  authors:
  - family-names: Bertrand
    given-names: Frederic
    email: frederic.bertrand@lecnam.net
    orcid: https://orcid.org/0000-0002-0837-8281
  - family-names: Maumy
    given-names: Myriam
  publisher:
    name: manual
  year: '2025'
  notes: R package version 0.4.0
  url: https://fbertran.github.io/Sobol4R/
repository: https://fbertran.r-universe.dev
repository-code: https://github.com/fbertran/Sobol4R
commit: 3ce6eaf28a49b2577534200cff24070674f26194
url: https://fbertran.github.io/Sobol4R/
date-released: '2025-11-26'
contact:
- family-names: Bertrand
  given-names: Frederic
  email: frederic.bertrand@lecnam.net
  orcid: https://orcid.org/0000-0002-0837-8281
references:
- type: article
  title: Confidence interval determination using discrete event simulations for real
    estate sales case
  authors:
  - family-names: Logosha
    given-names: Elizaveta
  - family-names: Bertrand
    given-names: Frederic
  - family-names: Maumy-Bertrand
    given-names: Myriam
  publisher:
    name: AIP
  journal: 'Conf. Proc. 31 March 2025; 3182 (1): 100008'
  year: '2025'
  doi: 10.1063/5.0246026
- type: article
  title: Sensitivity analysis of stochastic simulator in the case of sales date prediction
  authors:
  - family-names: Logosha
    given-names: Elizaveta
  - family-names: Bertrand
    given-names: Frederic
  - family-names: Maumy-Bertrand
    given-names: Myriam
  publisher:
    name: AIP
  journal: 'Conf. Proc. 31 March 2025; 3182 (1): 100001'
  year: '2025'
  doi: 10.1063/5.0246024
- type: conference-paper
  title: Extension of sensitivity analysis to uncertainties in distribution parameters
  authors:
  - family-names: Bertrand
    given-names: Frédéric
  - family-names: Logosha
    given-names: Elizaveta
  - family-names: Maumy-Bertrand
    given-names: Myriam
  collection-title: Proceedings of the 32nd Conference on Intelligent Systems for
    Molecular Biology
  collection-type: proceedings
  institution:
    name: International Society for Computational Biology
  year: '2024'
  month: '7'
  url: https://hal.science/hal-05371795
  conference:
    name: Proceedings of the 32nd Conference on Intelligent Systems for Molecular
      Biology
    address: Montreal, QC, Canada
- type: conference-paper
  title: 'Sobol4RV: Global Sensitivity Analysis in Several Random Settings'
  authors:
  - family-names: Bertrand
    given-names: Frédéric
  - family-names: Logosha
    given-names: Elizaveta
  - family-names: Maumy-Bertrand
    given-names: Myriam
  collection-title: BioC 2024
  collection-type: proceedings
  institution:
    name: BioConductor
  year: '2024'
  month: '7'
  url: https://hal.science/hal-05371803
  conference:
    name: BioC 2024
    address: Grand Rapids, MI, United States
- type: conference-paper
  title: Global Sensitivity Analysis in Several Random Settings
  authors:
  - family-names: Bertrand
    given-names: Frédéric
  - family-names: Logosha
    given-names: Elizaveta
  - family-names: Maumy-Bertrand
    given-names: Myriam
  collection-title: Proceedings of the 2024 Joint Statistical Meetings
  collection-type: proceedings
  institution:
    name: American Statistical Association
  year: '2024'
  month: '8'
  url: https://hal.science/hal-05371798
  conference:
    name: Proceedings of the 2024 Joint Statistical Meetings
    address: Portland, OR, United States