What happens if you test twenty independent hypotheses at a 0.05 threshold?
- A Roughly one significant result is expected by chance alone
- B All results will be significant
- C No results will be significant
- D The threshold adjusts automatically
Answer
Roughly one significant result is expected by chance alone
Multiple comparison corrections exist for exactly this reason, and testing until something is significant is a known form of self-deception.





