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Computer Engineering Commons

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City University of New York (CUNY)

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2020

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Full-Text Articles in Computer Engineering

Sharing And Organizing Research Products As R Packages, Matti Vuorre, Matthew J. C. Crump Sep 2020

Sharing And Organizing Research Products As R Packages, Matti Vuorre, Matthew J. C. Crump

Publications and Research

A consensus on the importance of open data and reproducible code is emerging. How should data and code be shared to maximize the key desiderata of reproducibility, permanence, and accessibility? Research assets should be stored persistently in formats that are not software restrictive, and documented so that others can reproduce and extend the required computations. The sharing method should be easy to adopt by already busy researchers. We suggest the R package standard as a solution for creating, curating, and communicating research assets. The R package standard, with extensions discussed herein, provides a format for assets and metadata that satisfies …