2 papers
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…
math.ST2024
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…