dexisensitivity: An R package to perform sensitivity analyses of DEXi models

DEXi is a software for developing qualitative hierarchical models. Widely used in the French agriculture sector to analyze the sustainability of farming systems, the sensitivity analyses of the models are still missing. The dexisensitivity R package performs such sensitivity analyses. Written using R S4 Object programming, it performs basic functions (reads DEXi models, describes and draws the models, generates and simulates scenarios) and other functions to perform different types of sensitivity analyses: analysis of variance, One-At-A-Time, sensitivity indexes using the Shapiro-Shapley approach… The dexisensitivity R package is distributed under the GPL license and is accessible from CRAN and GitHub. • DEXi-models allow for complex decision models to be addressed. • We developed a R library to test the sensitivity of such models. • We also developed a simple graphical interface to represent these models.

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Publication Details

Journal
Software Impacts
Published
2024-12-13
DOI
https://doi.org/10.1016/j.simpa.2024.100729
Citations
3
Primary Topic
Sustainable Agricultural Systems Analysis
Type
article
Field-Weighted Citation Impact
1.00
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article

dexisensitivity: An R package to perform sensitivity analyses of DEXi models

Jacques-Éric Bergez, Aude Alaphilippe, Marta Carpani, Hervé Monod et al.
3 citations
Software Impacts
Sustainable Agricultural Systems Analysis
1.00
article

dexisensitivity: An R package to perform sensitivity analyses of DEXi models

Jacques-Éric Bergez, Aude Alaphilippe, Marta Carpani, Hervé Monod, Nicolas Cavan, Roland Allart
article en
3 citations

Abstract

DEXi is a software for developing qualitative hierarchical models. Widely used in the French agriculture sector to analyze the sustainability of farming systems, the sensitivity analyses of the models are still missing. The dexisensitivity R package performs such sensitivity analyses. Written using R S4 Object programming, it performs basic functions (reads DEXi models, describes and draws the models, generates and simulates scenarios) and other functions to perform different types of sensitivity analyses: analysis of variance, One-At-A-Time, sensitivity indexes using the Shapiro-Shapley approach… The dexisensitivity R package is distributed under the GPL license and is accessible from CRAN and GitHub. • DEXi-models allow for complex decision models to be addressed. • We developed a R library to test the sensitivity of such models. • We also developed a simple graphical interface to represent these models.

Software ImpactsVol. 23
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), Agroécologie (FR), AGroecologies, Innovations & Ruralities (FR), Département Génétique Animale (FR), Université Bourgogne Franche-Comté (FR), Institut Marcel Mauss (FR), Institut Agro Dijon (FR), Génétique Physiologie et Systèmes d'Elevage (FR), Mathématiques et Informatique Appliquées du Génome à l'Environnement (FR)
Climate action
Openalex Percentile: Top 25%
Sustainable Agricultural Systems Analysis
1.00
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