The Centre for Marketing Analytics and Forecasting (CMAF) at Lancaster University Management School is a pioneering centre for fundamental and applied research, leading knowledge exchange between academia and business. Our mission is to advance the practice and research foundations of Marketing Analytics and Forecasting, by developing innovative approaches, and a programme of dissemination of best practices through the introduction of new methods, processes and systems.