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gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation

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Title gosset: An R package for analysis and synthesis of ranking data in agricultural experimentation
 
Creator Sousa, Kauê de
Brown, David
Steinke, Jonathan
van Etten, Jacob
 
Subject data
on-farm research
data analysis
software development
 
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.
 
Date 2023-05
2023-05-24T13:32:03Z
2023-05-24T13:32:03Z
 
Type Journal Article
 
Identifier 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
2352-7110
https://hdl.handle.net/10568/130485
https://doi.org/10.1016/j.softx.2023.101402
 
Language en
 
Rights CC-BY-4.0
Open Access
 
Format 101402
application/pdf
 
Publisher Elsevier BV
 
Source SoftwareX