TL;DR: "Evaluating the accuracy-error trade-off in the search for differentially expressed genes leads us to advocate rank-based methods and Bayesian statistics to mitigate the limitations of binary classifications and communicate uncertainty." https://www.biorxiv.org/content/10.1101/2025.01.31.635902v1
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