Nonparametric collective spectral density estimation with an application to clustering the brain signals

Mehdi Maadooliat, Ying Sun, Tianbo Chen

In this paper, we develop a method for the simultaneous estimation of spectral density functions (SDFs) for a collection of stationary time series that share some common features.…