The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.04 - July/August (2012 vol.14)
pp: 13-17
ABSTRACT
This article considers the obstacles involved in creating reproducible computational research as well as some efforts and approaches to overcome them.
INDEX TERMS
Hidden Markov models, Research and development, Scientific computing, Computational complexity, Reproducibility of results, computational science and engineering, Hidden Markov models, Research and development, Scientific computing, Computational complexity, Reproducibility of results, scientific computing, reproducible research, data and code disclosure, reproducibility
CITATION
Victoria Stodden, "Reproducible research for scientific computing: Tools and strategies for changing the culture", Computing in Science & Engineering, vol.14, no. 4, pp. 13-17, July/August 2012, doi:10.1109/MCSE.2012.38
REFERENCES
1. J. Buckheit et al., About Wavelab, tech. report EFS-NSF-491, Dept of Statistics, Stanford Univ., 1995; http://statistics.stanford.edu/~ckirby/techreports/ NSFEFS NSF 491.pdf.
2. D. Donoho et al., “Reproducible Research in Computational Harmonic Analysis,” Computing in Science & Eng., vol. 11, no. 1, 2009, pp. 8–18.
3. Yale Law School Roundtable on Data and Code Sharing Roundtable, “Reproducible Research,” Computing in Science & Eng., vol. 12, no. 5, 2010, pp. 8–13.
4. B. Hanson, A. Sugden, and B. Alberts, “Making Data Maximally Available,” Science, vol. 331, no. 6018, 2011, p. 649; www.sciencemag.org/content/331/6018649.summary .
5. V. Stodden, The Scientific Method in Practice: Reproducibility in the Computational Sciences, MIT Sloan research paper no. 4773-10; http://papers.ssrn.com/sol3papers.cfm?abstract_id=1550193#%23 .
6. C. Tenopir et al., “Data Sharing by Scientists: Practices and Perceptions,” PLoS One, vol. 6, no. 6, 2011, e21101; doi:10.1371/journal.pone.0021101.
7. M. Nielsen, Reinventing Discovery: The Era of Networked Science, Princeton Univ. Press, 2011.
8. V. Stodden, “Trust Your Science? Open Your Data and Code,” Amstat News,1 July 2011; http://magazine.amstat.org/blog/2011/07/ 01trust-your-science/.
9. B. Matthews et al., “A Framework for Software Preservation,” Int'l J. Digital Curation, vol. 5, no. 1, 2010; http://ijdc.net/index.php/ijdc/article/view 148.
67 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool