An introduction to statistical significance -- Statistical power and underpowered statistics -- Pseudoreplication : choose your data wisely -- The p value and the base rate fallacy -- Bad judges of significance -- Double-dipping in the data -- Continuity errors -- Model abuse -- Researcher freedom: good vibrations? -- Everybody makes mistakes -- Hiding the data -- What can be done?