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stat.ME2023
A Bayesian functional model with multilevel partition priors for group studies in neuroscience
Nicolò Margaritella, Vanda Inácio, Ruth King
The statistical analysis of group studies in neuroscience is particularly challenging due to the complex spatio-temporal nature of the data, its multiple levels and the inter-indiv…
stat.ME2019
Parameter clustering in Bayesian functional PCA of fMRI data
Nicolo' Margaritella, Vanda Inacio, Ruth King
The extraordinary advancements in neuroscientific technology for brain recordings over the last decades have led to increasingly complex spatio-temporal datasets. To reduce oversim…