One table Clarifies the Differences between Reproducibility, Replicability and Robustness
In biomedical reseach, especially in brain imaging, we often get a lot of questions towards these 3R terms (reproducibility, replicability, robustness). It always makes me confused and wonder what are the differences among them. Fortranetely, I attended a talk by Prof. Russel Poldrack and got everything clarified in one table.
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Data |
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Same |
Different |
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Analysis |
Same |
Reproducible |
Replicable |
Different |
Robust |
Generalizable |