gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation
To derive insights from data, researchers working on agricultural experiments need appropriate data management and analysis tools. To ensure that workflows are reproducible and can be applied on a routine basis, programmatic tools are needed. Such tools are increasingly necessary for rank-based data...
| Main Authors: | , , , |
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| Format: | Journal Article |
| Language: | Inglés |
| Published: |
Elsevier
2023
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/130485 |
| _version_ | 1855521708530728960 |
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| author | Sousa, Kauê de Brown, David Steinke, Jonathan Etten, Jacob van |
| author_browse | Brown, David Etten, Jacob van Sousa, Kauê de Steinke, Jonathan |
| author_facet | Sousa, Kauê de Brown, David Steinke, Jonathan Etten, Jacob van |
| author_sort | Sousa, Kauê de |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | To derive insights from data, researchers working on agricultural experiments need appropriate data management and analysis tools. To ensure that workflows are reproducible and can be applied on a routine basis, programmatic tools are needed. Such tools are increasingly necessary for rank-based data, a type of data that is generated in on-farm experimentation and data synthesis exercises, among others. To address this need, we developed the R package gosset, which provides functionality for rank-based data and models. The gosset package facilitates data preparation, modeling and results presentation stages. It introduces novel functions not available in existing R packages for analyzing ranking data. This paper demonstrates the package functionality using the case study of a decentralized on-farm trial of common bean (Phaseolus vulgaris L.) varieties in Nicaragua. |
| format | Journal Article |
| id | CGSpace130485 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1304852025-12-08T09:54:28Z gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation Sousa, Kauê de Brown, David Steinke, Jonathan Etten, Jacob van data on-farm research data analysis software development To derive insights from data, researchers working on agricultural experiments need appropriate data management and analysis tools. To ensure that workflows are reproducible and can be applied on a routine basis, programmatic tools are needed. Such tools are increasingly necessary for rank-based data, a type of data that is generated in on-farm experimentation and data synthesis exercises, among others. To address this need, we developed the R package gosset, which provides functionality for rank-based data and models. The gosset package facilitates data preparation, modeling and results presentation stages. It introduces novel functions not available in existing R packages for analyzing ranking data. This paper demonstrates the package functionality using the case study of a decentralized on-farm trial of common bean (Phaseolus vulgaris L.) varieties in Nicaragua. 2023-05 2023-05-24T13:32:03Z 2023-05-24T13:32:03Z Journal Article https://hdl.handle.net/10568/130485 en Open Access application/pdf Elsevier de Sousa, K.; Brown, D.; Steinke, J.; van Etten, J. (2023) gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation. SoftwareX 22:101402. ISSN: 2352-7110 |
| spellingShingle | data on-farm research data analysis software development Sousa, Kauê de Brown, David Steinke, Jonathan Etten, Jacob van gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title | gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title_full | gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title_fullStr | gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title_full_unstemmed | gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title_short | gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation |
| title_sort | gosset an r package for analysis and synthesis of ranking data in agricultural experimentation |
| topic | data on-farm research data analysis software development |
| url | https://hdl.handle.net/10568/130485 |
| work_keys_str_mv | AT sousakauede gossetanrpackageforanalysisandsynthesisofrankingdatainagriculturalexperimentation AT browndavid gossetanrpackageforanalysisandsynthesisofrankingdatainagriculturalexperimentation AT steinkejonathan gossetanrpackageforanalysisandsynthesisofrankingdatainagriculturalexperimentation AT ettenjacobvan gossetanrpackageforanalysisandsynthesisofrankingdatainagriculturalexperimentation |