Dr Matthew Atkinson, consultant in anaesthesia and critical care from East Lancashire Hospitals NHS Trust, discusses his article 'Statistical Analysis: Sample Size and Power Estimations', published in the May edition of BJA Education. Topics discussed include error types, the Bonferroni correction and post-hoc power analysis.