The fourth “One World webinar” organized by YoungStatS will take place on June 30th, 2021. The topic of this webinar is on Functional Data Analysis. Selected young European researchers active in this area of research will present their contributions on spherical functional autoregressions, additive models, and clustering methods for functional data, with the focus on both theoretical developments and applications.