Deborah Ashby OBE FMedSci (née Davis; born 21 August 1959) is a British statistician and academic who specialises in medical statistics and Bayesian statistics. She is the Director of the School of Public Health and Chair in Medical Statistics and Clinical Trials at Imperial College London. She was previously a lecturer then a reader at the University of Liverpool and a professor at Queen Mary University of London.