Dorothy Bishop on "ghost variables" and why researchers need to understand poker

Good reminder (and a good analogy) from Dorothy Bishop on reporting all variables we test:

Quite simply p-values are only interpretable if you have the full context: if you pull out the 'significant' variables and pretend you did not test the others, you will be fooling yourself - and other people - by mistaking chance fluctuations for genuine effects.