Reply to Chen et al.: Parametric methods for cluster inference perform worse for two‐sided t‐tests

• One‐sided t‐tests are commonly used in the neuroimaging field, but two‐sided tests should be the default unless a researcher has a strong reason for using a one‐sided test. Here we extend our previous work on cluster false positive rates, which used one‐sided tests, to two‐sided tests. Briefly, we found that parametric methods perform worse for two‐sided t‐tests, and that nonparametric methods perform equally well for one‐sided and two‐sided tests.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Medicinteknik (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Medical Engineering (hsv//eng)

Nyckelord

cluster inference

false positives

fMRI

one‐sided

permutation

two‐sided

Publikations- och innehållstyp

pop (ämneskategori)

art (ämneskategori)