There may be differences between this version and the published version. You are advised to consult the publisher's version if you wish to cite from it. This is the peer-reviewed version of the following article: Danbolt, J., Siganos, A. and Tunyi, A. (2016) Abnormal returns from takeover prediction modelling: challenges and suggested investment strategies.