This research team focuses on improving the valid and reliable measurement of brain representations of behaviour, cognition, and other mental states through advanced statistical modelling of signals derived from functional and structural neuroimaging (MRI, EEG, etc.). Goals include maximizing the signal-to-noise ratio of derived neuroimaging measures, validating the reliability of classification and clustering methods for multimodal MRI, and increasing reliability of methods for brain-wide association.