Dimension reduction of multivariate densities in Bayes spaces

Adéla Czolková, Karel Hron, Sonja Greven

The Bayes space provides a Hilbert space structure for analysing probability density functions (PDFs), equipping them with a geometry that reflects their relative and constrained n…