A Conformal Prediction Approach to Explore Functional Data

Jing Lei, Alessandro Rinaldo, Larry Wasserman

This paper applies conformal prediction techniques to compute simultaneous prediction bands and clustering trees for functional data. These tools can be used to detect outliers and…