Valid population inference for information-based imaging: From the second-level $t$-test to prevalence inference

Carsten Allefeld, Kai Görgen, John-Dylan Haynes

In multivariate pattern analysis of neuroimaging data, 'second-level' inference is often performed by entering classification accuracies into a $t$-test vs chance level across subj…