Functional outlier detection by a local depth with application to NOx levels

Carlo Sguera, Pedro Galeano, Rosa Lillo

This paper proposes methods to detect outliers in functional data sets and the task of identifying atypical curves is carried out using the recently proposed kernelized functional…