Functional Spherical Autocorrelation: A Robust Estimate of the Autocorrelation of a Functional Time Series

Chi-Kuang Yeh, Gregory Rice, Joel A. Dubin

We propose a new autocorrelation measure for functional time series that we term spherical autocorrelation. It is based on measuring the average angle between lagged pairs of serie…