We point out an error in the proof of the main result of the paper of Tanabe et al. (Comput Stat 22:145–157, <CitationRef CitationID="CR7">2007</CitationRef>) concerning a parameter estimation for von Mises–Fisher distributions, we correct the proof of the main result and we present a short alternative proof. Copyright Springer-Verlag...</citationref>