Tag: reproducible research

Reproducibility is Rigor, not Popular

the quality of being extremely thorough, exhaustive, or accurate.
“his analysis is lacking in rigor”

As Professor Jeff Leek of Johns Hopkins University points out

Both the scientific community and the popular press are freaking out about reproducibility right now. I think they have good reason to, because even the US Congress is now investigating the transparency of science. It has been driven by the very public reproducibility disasters in genomics and economics.

What is reproducibility? In the simplest sense, it is the inherent “ability” of any information created via data analysis to stand up to scrutiny. Not just perusal, cursory acknowledgment, wink and nod, but a detailed re-analysis, preferably in precisely the same manner that the original information was derived.