This paper presents a way to perform regression on a Riemannian manifold using rank-deficient covariance matrices. This is a novel approach to a new problem of age prediction from resting-state MEG. Reviewers agree this is a worthwhile contribution but have many suggestions for improvements that the authors are advised to consider.