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awesome-statistics

List of papers to read about stats in neuro

Title Authors Journal
An Introduction to the Bootstrap Efron & TIBSHIRANI book
Application of the hierarchical bootstrap to multi-level data in neuroscience Saravanan, Berman & Sober arXiv
A solution to dependency: using multilevel analysis to accommodate nested data Aarts...van der Sluis Nat. Neuro.
A practical solution to pseudoreplication bias in single-cell studies Zimmerman, Espeland & Langefeld Nat.Comm.
Ten common statistical mistakes to watch out for when writing or reviewing a manuscript Makin & de Xivry eLife
Erroneous analyses of interactions in neuroscience: a problem of significance Nieuwenhuis, Forstmann & Wagenmakers. Nat. Neuro.

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