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

C Allefeld, K Görgen, JD Haynes - Neuroimage, 2016 - Elsevier
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 subjects …

The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods

K Görgen, MN Hebart, C Allefeld, JD Haynes - Neuroimage, 2018 - Elsevier
Standard neuroimaging data analysis based on traditional principles of experimental
design, modelling, and statistical inference is increasingly complemented by novel analysis …