2 papers
math.ST2025
PCA for Point Processes
Franck Picard, Vincent Rivoirard, Angelina Roche +1
We introduce a novel statistical framework for the analysis of replicated point processes that allows for the study of point pattern variability at a population level. By treating…
stat.ME2024
Extending Kernel Testing To General Designs
Anthony Ozier-Lafontaine, Polina Arsenteva, Franck Picard +1
Kernel-based testing has revolutionized the field of non-parametric tests through the embedding of distributions in an RKHS. This strategy has proven to be powerful and flexible, y…