The Organization for Human Brain Mapping (OHBM) has been active in advocating for the
instantiation of best practices in neuroimaging data acquisition, analysis, reporting and …

Introduction Advanced machine learning methods might help to identify dementia risk from
neuroimaging, but their accuracy to date is unclear. Methods We systematically reviewed the …

Empirical observations of how labs conduct research indicate that the adoption rate of open
practices for transparent, reproducible, and collaborative science remains in its infancy. This …

Pearson’s correlation measures the strength of the association between two variables. The
technique is, however, restricted to linear associations and is overly sensitive to outliers. …

… ) ] , with 𝑎 = ( a l p h a ∗ n u m b e r o f b o o t s t r a p s ) , ( 2 ∗ n u m b e r o f r e g r e s s o
r s ) 𝑐 = n u m b e r o f b o o t s t r a p s - 𝑎 . ( 4 ) No 𝑃 value can be computed with this …

The Brain Imaging Data Structure (BIDS) project is a rapidly evolving effort in the human brain
imaging research community to create standards allowing researchers to readily organize …

Background In recent years, analyses of event related potentials/fields have moved from the
selection of a few components and peaks to a mass-univariate approach in which the whole …

fMRI studies increasingly examine functions and properties of non-primary areas of human
auditory cortex. However there is currently no standardized localization procedure to reliably …

… Subplots A, B, C illustrate correlations that could be due to outliers. Subplot D illustrates a
potential case of masking. Subplots E and F show the potentially incorrect use of correlation for …

… Data from panels B and C were kindly provided by the authors. In row 1, stripcharts were
jittered to avoid overlapping points. The vertical lines mark the deciles, with a thicker line for the …