PhD/MSc in Mathematical and Applied Statistics · PhD in Art Science
Research Associate, Ghent University • Guest researcher, Max Planck Institute for Human Cognitive and Brain Sciences
My research focuses on statistical methodology for high-dimensional and functional data, with particular interest in inference for latent structure. Some specific topics I work on include classification and clustering, covariance structure models, dimensionality reduction (including ICA), discrete functional data analysis, and moment-based operator methods. Applications in neurophysiological data (EEG, MEG, MRI, pupillometry) form a natural context for this work.