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I hope the idea takes off, too. Providing codes is imperative; they are part of the methods and should be available for examination to ensure the integrity of
by A_Allen 13y ago
I hope the idea takes off, too.
Providing codes is imperative; they are part of the methods and should be available for examination to ensure the integrity of the science. Those conducting research funded with public monies should be required by the funding agencies to release the products of that research, not just the results, but the data and codes, too (absent truly compelling reasons, such as national security). Eventually, I expect funding agencies will indeed require this for astronomy, just as they do for some other sciences; journals could help the field along, could improve the transparency and reproducibility of research, by requiring code release upon publication.
Absent funding agencies and journals insisting on code release and the moral argument of reproducibility, what incentives would help convince code authors to release their software?
- nilx 13y ago> Absent funding agencies and journals insisting on code release and the moral argument of reproducibility, what incentives would help convince code authors to release their software? Impact Factor? -> Patrick Vandewalle, "Code Sharing Is Associated with Research Impact in Image Processing", CiSE 2012 http://doi.ieeecomputersociety.org/10.1109/MCSE.2012.63 http://doi.ieeecomputersociety.org/10.1109/MCSE.2012.63 It could also be the pressure of colleagues who, as anonymous reviewers, would always ask for the code whenever a paper depends on computation. Journal policies will not switch to REQUIRING the code anytime soon, but peer-review can add some pressure.