Guides @ UF: Research Data Management at UF: Bibliography

Articles on data analysis and eScience

Good enough practices in scientific computing
Wilson G, Bryan J, Cranston K, Kitzes J, Nederbragt L, Teal TK (2017) Good enough practices in scientific computing. PLoS Comput Biol 13(6): e1005510. https://doi.org/10.1371/journal.pcbi.1005510
Jim Gray on eScience: A Transformed Scientific Method
Based on the transcript of a talk given by Jim Gray to the NRC-CSTB in Mountain View, CA on January 11, 2007
How to be a modern scientist
By Jeffrey Leek; A book about how to be a scientist the modern, open-source way.
The Literate-Programming Paradigm
Cordes, David, and Marcus Brown. "The literate-programming paradigm." Computer 24.6 (1991): 52-61.
Tidy data
Hadley Wickham. Tidy data. The Journal of Statistical Software, vol. 59, 2014.
Developing a modern data workflow for living data
Yenni, Glenda M., Erica M. Christensen, Ellen K. Bledsoe, Sarah R. Supp, Renata M. Diaz, Ethan P. White, and SK Morgan Ernest. "Developing a modern data workflow for living data." bioRxiv (2018): 344804.
Software Carpentry: lessons learned
Wilson, Greg. "Software Carpentry: lessons learned." F1000Research 3 (2014).
Code review for and by scientists
Petre, Marian, and Greg Wilson. "Code review for and by scientists." arXiv preprint arXiv:1407.5648 (2014).