3 papers
stat.ME2026
Mixed Gaussian Projections for Two-Sample Testing of Functional Data
Fernando A. Najman, Marcela Svarc
Random-projection tests for functional data depend on the probability law used to generate projection directions. A measure has to be selected to generate the random directions in…
stat.ME2023
Clustering Sets of Functional Data by Similarity in Law
Antonio Galves, Fernando Najman, Marcela Svarc +1
We introduce a new clustering method for the classification of functional data sets by their probabilistic law, that is, a procedure that aims to assign data sets to the same clust…
q-bio.NC2023
The brain uses renewal points to model random sequences of stimuli
Fernando A. Najman, Antonio Galves, Marcela Svarc +1
It has been classically conjectured that the brain assigns probabilistic models to sequences of stimuli. An important issue associated with this conjecture is the identification of…