Author

Yaroslav Nikolaev

Russian Academy of Sciences

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Neuroscience· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:software / tool· 1

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Alexander D. KorotkoviD· 1 shared Denis V. CherednichenkoiD· 1 shared Irina KnyazevaiD· 1 shared Maxim V. KireeviD· 1 shared Michael Didur· 1 shared Ruslan S. MasharipoviD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperNeuroscience

Alexander D. KorotkovORCID

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1 paper

Recent·Most cited

NeuroscienceFrontiers in NeuroinformaticsPeer-reviewedDec 2, 2021

Evidence for the null hypothesis in functional magnetic resonance imaging using group-level Bayesian inference

Ruslan S. Masharipov, Irina Knyazeva, Yaroslav Nikolaev…·Maxim V. Kireev

This paper compares Bayesian parameter inference with classical null hypothesis testing in fMRI group analysis, arguing that Bayesian methods provide more intuitive evidence for both null and alternative hypotheses.

11 citations

Bayesian inferencebenchmarking

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