This paper nicely presents a methodological contribution for the analysis of neural data acquired during naturalistic settings. The problem considered is relevant as a basic analysis tool for practitioners and the technical contributions are meaningful. This work will primarily be of interest to the subset of the community focused on statistical techniques for neuroscience data. All reviewers viewed the paper favorably.