Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis

Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Iscar +1

In this work a robust clustering algorithm for stationary time series is proposed. The algorithm is based on the use of estimated spectral densities, which are considered as functi…